/** * 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.metrics2.lib; import com.google.common.collect.Sets; import java.lang.ref.WeakReference; import java.lang.reflect.Method; import java.util.Iterator; import java.util.Map; import java.util.Set; import java.util.concurrent.ConcurrentHashMap; import java.util.concurrent.ConcurrentLinkedDeque; import java.util.concurrent.ConcurrentMap; import org.apache.commons.logging.Log; import org.apache.commons.logging.LogFactory; import org.apache.hadoop.classification.InterfaceAudience; import org.apache.hadoop.classification.InterfaceStability; import org.apache.hadoop.metrics2.MetricsRecordBuilder; import org.apache.hadoop.metrics2.util.SampleStat; /** * Helper class to manage a group of mutable rate metrics. * * Each thread will maintain a local rate count, and upon snapshot, * these values will be aggregated into a global rate. This class * should only be used for long running threads, as any metrics * produced between the last snapshot and the death of a thread * will be lost. This allows for significantly higher concurrency * than {@link MutableRates}. See HADOOP-24420. */ @InterfaceAudience.Public @InterfaceStability.Evolving public class MutableRatesWithAggregation extends MutableMetric { static final Log LOG = LogFactory.getLog(MutableRatesWithAggregation.class); private final Map<String, MutableRate> globalMetrics = new ConcurrentHashMap<>(); private final Set<Class<?>> protocolCache = Sets.newHashSet(); private final ConcurrentLinkedDeque<WeakReference<ConcurrentMap<String, ThreadSafeSampleStat>>> weakReferenceQueue = new ConcurrentLinkedDeque<>(); private final ThreadLocal<ConcurrentMap<String, ThreadSafeSampleStat>> threadLocalMetricsMap = new ThreadLocal<>(); /** * Initialize the registry with all the methods in a protocol * so they all show up in the first snapshot. * Convenient for JMX implementations. * @param protocol the protocol class */ public void init(Class<?> protocol) { if (protocolCache.contains(protocol)) { return; } protocolCache.add(protocol); for (Method method : protocol.getDeclaredMethods()) { String name = method.getName(); LOG.debug(name); addMetricIfNotExists(name); } } /** * Add a rate sample for a rate metric. * @param name of the rate metric * @param elapsed time */ public void add(String name, long elapsed) { ConcurrentMap<String, ThreadSafeSampleStat> localStats = threadLocalMetricsMap.get(); if (localStats == null) { localStats = new ConcurrentHashMap<>(); threadLocalMetricsMap.set(localStats); weakReferenceQueue.add(new WeakReference<>(localStats)); } ThreadSafeSampleStat stat = localStats.get(name); if (stat == null) { stat = new ThreadSafeSampleStat(); localStats.put(name, stat); } stat.add(elapsed); } @Override public synchronized void snapshot(MetricsRecordBuilder rb, boolean all) { Iterator<WeakReference<ConcurrentMap<String, ThreadSafeSampleStat>>> iter = weakReferenceQueue.iterator(); while (iter.hasNext()) { ConcurrentMap<String, ThreadSafeSampleStat> map = iter.next().get(); if (map == null) { // Thread has died; clean up its state iter.remove(); } else { aggregateLocalStatesToGlobalMetrics(map); } } for (MutableRate globalMetric : globalMetrics.values()) { globalMetric.snapshot(rb, all); } } /** * Collects states maintained in {@link ThreadLocal}, if any. */ synchronized void collectThreadLocalStates() { final ConcurrentMap<String, ThreadSafeSampleStat> localStats = threadLocalMetricsMap.get(); if (localStats != null) { aggregateLocalStatesToGlobalMetrics(localStats); } } /** * Aggregates the thread's local samples into the global metrics. The caller * should ensure its thread safety. */ private void aggregateLocalStatesToGlobalMetrics( final ConcurrentMap<String, ThreadSafeSampleStat> localStats) { for (Map.Entry<String, ThreadSafeSampleStat> entry : localStats .entrySet()) { String name = entry.getKey(); MutableRate globalMetric = addMetricIfNotExists(name); entry.getValue().snapshotInto(globalMetric); } } Map<String, MutableRate> getGlobalMetrics() { return globalMetrics; } private synchronized MutableRate addMetricIfNotExists(String name) { MutableRate metric = globalMetrics.get(name); if (metric == null) { metric = new MutableRate(name, name, false); globalMetrics.put(name, metric); } return metric; } private static class ThreadSafeSampleStat { private SampleStat stat = new SampleStat(); synchronized void add(double x) { stat.add(x); } synchronized void snapshotInto(MutableRate metric) { if (stat.numSamples() > 0) { metric.add(stat.numSamples(), Math.round(stat.total())); stat.reset(); } } } }