rmdmattingly commented on code in PR #6825:
URL: https://github.com/apache/hbase/pull/6825#discussion_r2007457857


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hbase-balancer/src/main/java/org/apache/hadoop/hbase/master/balancer/StoreFileTableSkewCostFunction.java:
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@@ -0,0 +1,127 @@
+/*
+ * 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.
+ */
+package org.apache.hadoop.hbase.master.balancer;
+
+import java.util.Collection;
+import org.apache.hadoop.conf.Configuration;
+import org.apache.yetus.audience.InterfaceAudience;
+
+/**
+ * Lightweight cost function that mirrors TableSkewCostFunction but aggregates 
storefile sizes (in
+ * MB) per table using the CostFromRegionLoadFunction framework. For each 
table, it computes a
+ * per-server aggregated storefile size by summing the average storefile size 
for each region (if
+ * there are multiple load metrics, it averages them). The imbalance cost (as 
computed by
+ * DoubleArrayCost) is then used to drive the balancer to reduce differences 
between servers.
+ */
[email protected]
+public class StoreFileTableSkewCostFunction extends CostFromRegionLoadFunction 
{
+
+  private static final String STOREFILE_TABLE_SKEW_COST_KEY =
+    "hbase.master.balancer.stochastic.storefileTableSkewCost";
+  private static final float DEFAULT_STOREFILE_TABLE_SKEW_COST = 35;
+
+  // One DoubleArrayCost instance per table.
+  private DoubleArrayCost[] costsPerTable;
+
+  public StoreFileTableSkewCostFunction(Configuration conf) {
+    this.setMultiplier(
+      conf.getFloat(STOREFILE_TABLE_SKEW_COST_KEY, 
DEFAULT_STOREFILE_TABLE_SKEW_COST));
+  }
+
+  @Override
+  public void prepare(BalancerClusterState cluster) {
+    // First, set the cluster state and allocate one DoubleArrayCost per table.
+    this.cluster = cluster;
+    costsPerTable = new DoubleArrayCost[cluster.numTables];
+    for (int tableIdx = 0; tableIdx < cluster.numTables; tableIdx++) {
+      costsPerTable[tableIdx] = new DoubleArrayCost();
+      costsPerTable[tableIdx].prepare(cluster.numServers);
+      final int tableIndex = tableIdx;
+      costsPerTable[tableIdx].applyCostsChange(costs -> {
+        // For each server, compute the aggregated storefile size for this 
table.
+        for (int server = 0; server < cluster.numServers; server++) {
+          double totalStorefileMB = 0;
+          // Sum over all regions on this server that belong to the given 
table.
+          for (int region : cluster.regionsPerServer[server]) {
+            if (cluster.regionIndexToTableIndex[region] == tableIndex) {
+              Collection<BalancerRegionLoad> loads = 
cluster.regionLoads[region];
+              double regionCost = 0;
+              if (loads != null && !loads.isEmpty()) {
+                // Average the storefile sizes if there are multiple 
measurements.
+                for (BalancerRegionLoad rl : loads) {

Review Comment:
   Luckily prepare isn't called too often, so hopefully it won't be too bad



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