leventov commented on a change in pull request #6710: Added an allocation rate 
metric #6604
URL: https://github.com/apache/incubator-druid/pull/6710#discussion_r240764988
 
 

 ##########
 File path: 
core/src/main/java/org/apache/druid/java/util/metrics/AllocationMetricCollector.java
 ##########
 @@ -0,0 +1,100 @@
+/*
+ * 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.druid.java.util.metrics;
+
+import it.unimi.dsi.fastutil.longs.Long2LongOpenHashMap;
+import org.apache.druid.java.util.common.logger.Logger;
+import java.lang.management.ManagementFactory;
+import java.lang.management.ThreadMXBean;
+import java.lang.reflect.Method;
+import java.util.Arrays;
+import java.util.Map;
+import java.util.Optional;
+import java.util.stream.Collectors;
+
+class AllocationMetricCollector
+{
+  private static final Logger log = new 
Logger(AllocationMetricCollector.class);
+  private static Method getThreadAllocatedBytes;
+  private static ThreadMXBean threadMXBean;
+
+  private Map<Long, Long> previousResults;
+  private static boolean initialized = false;
+
+  static {
+    try {
+      // classes in the sun.* packages are not part of the public/supported 
Java API and should not be used directly.
+      threadMXBean = ManagementFactory.getThreadMXBean();
+      getThreadAllocatedBytes = 
threadMXBean.getClass().getMethod("getThreadAllocatedBytes", long[].class);
+      getThreadAllocatedBytes.setAccessible(true);
+      getThreadAllocatedBytes.invoke(threadMXBean, (Object) 
threadMXBean.getAllThreadIds());
+      initialized = true;
+    }
+    catch (Exception e) {
+      log.warn(e, "Cannot initialize %s", 
AllocationMetricCollector.class.getName());
+    }
+  }
+
+  AllocationMetricCollector()
+  {
+    try {
+      if (initialized) {
+        previousResults = new Long2LongOpenHashMap();
+      }
+    }
+    catch (Exception e) {
+      log.warn(e, "Cannot initialize %s", 
AllocationMetricCollector.class.getName());
+    }
+  }
+
+  public Optional<Long> calculateDelta()
+  {
+    if (!initialized) {
+      return Optional.empty();
+    }
+    try {
+      long[] allThreadIds = threadMXBean.getAllThreadIds();
+      // the call time depends on number of threads, for 500 threads the 
estimated time is 4 ms
+      long[] bytes = (long[]) getThreadAllocatedBytes.invoke(threadMXBean, 
(Object) allThreadIds);
+      long sum = 0;
+      for (int i = 0; i < allThreadIds.length; i++) {
+        long threadId = allThreadIds[i];
+        Long previous = previousResults.get(threadId);
+        Long current = bytes[i];
+        // a) some threads can be terminated and their ids won't be present
+        // b) if new threads ids can collide with terminated threads ids then 
the current allocation can be lesser than
+        // before
+        if (previous == null || previous > current) {
+          sum += current;
+        } else if (previous <= current) {
+          sum += current - previous;
+        }
+        this.previousResults.put(threadId, current);
+      }
+      // remove terminated thread ids
+      
previousResults.keySet().retainAll(Arrays.stream(allThreadIds).boxed().collect(Collectors.toSet()));
 
 Review comment:
   Now you do the same work three times:
    1) `put()` in the loop
    2) `toSet()` - set construction
    3) `retainAll()`
   
   Instead of doing it once in the loop and then replace the map

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