org.apache.hadoop.metrics2.impl.MetricsSystemImpl Maven / Gradle / Ivy
/**
* 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.impl;
import java.io.StringWriter;
import java.lang.reflect.InvocationHandler;
import java.lang.reflect.Method;
import java.lang.reflect.Proxy;
import java.net.InetAddress;
import java.util.List;
import java.util.Map;
import java.util.Map.Entry;
import java.util.Timer;
import java.util.TimerTask;
import javax.management.ObjectName;
import com.google.common.collect.Lists;
import com.google.common.collect.Maps;
import com.google.common.annotations.VisibleForTesting;
import java.util.Locale;
import static com.google.common.base.Preconditions.*;
import org.apache.commons.configuration.PropertiesConfiguration;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.apache.commons.math3.util.ArithmeticUtils;
import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.metrics2.MetricsInfo;
import org.apache.hadoop.metrics2.MetricsCollector;
import org.apache.hadoop.metrics2.MetricsException;
import org.apache.hadoop.metrics2.MetricsFilter;
import org.apache.hadoop.metrics2.MetricsRecordBuilder;
import org.apache.hadoop.metrics2.MetricsSink;
import org.apache.hadoop.metrics2.MetricsSource;
import org.apache.hadoop.metrics2.MetricsSystem;
import org.apache.hadoop.metrics2.MetricsTag;
import org.apache.hadoop.metrics2.annotation.Metric;
import org.apache.hadoop.metrics2.annotation.Metrics;
import org.apache.hadoop.metrics2.lib.MutableCounterLong;
import static org.apache.hadoop.metrics2.impl.MetricsConfig.*;
import org.apache.hadoop.metrics2.lib.DefaultMetricsSystem;
import org.apache.hadoop.metrics2.lib.Interns;
import org.apache.hadoop.metrics2.lib.MetricsAnnotations;
import org.apache.hadoop.metrics2.lib.MetricsRegistry;
import org.apache.hadoop.metrics2.lib.MetricsSourceBuilder;
import org.apache.hadoop.metrics2.lib.MutableStat;
import org.apache.hadoop.metrics2.util.MBeans;
import org.apache.hadoop.util.StringUtils;
import org.apache.hadoop.util.Time;
/**
* A base class for metrics system singletons
*/
@InterfaceAudience.Private
@Metrics(context="metricssystem")
public class MetricsSystemImpl extends MetricsSystem implements MetricsSource {
static final Log LOG = LogFactory.getLog(MetricsSystemImpl.class);
static final String MS_NAME = "MetricsSystem";
static final String MS_STATS_NAME = MS_NAME +",sub=Stats";
static final String MS_STATS_DESC = "Metrics system metrics";
static final String MS_CONTROL_NAME = MS_NAME +",sub=Control";
static final String MS_INIT_MODE_KEY = "hadoop.metrics.init.mode";
enum InitMode { NORMAL, STANDBY }
private final Map sources;
private final Map allSources;
private final Map sinks;
private final Map allSinks;
// The callback list is used by register(Callback callback), while
// the callback map is used by register(String name, String desc, T sink)
private final List callbacks;
private final Map namedCallbacks;
private final MetricsCollectorImpl collector;
private final MetricsRegistry registry = new MetricsRegistry(MS_NAME);
@Metric({"Snapshot", "Snapshot stats"}) MutableStat snapshotStat;
@Metric({"Publish", "Publishing stats"}) MutableStat publishStat;
@Metric("Dropped updates by all sinks") MutableCounterLong droppedPubAll;
private final List injectedTags;
// Things that are changed by init()/start()/stop()
private String prefix;
private MetricsFilter sourceFilter;
private MetricsConfig config;
private Map sourceConfigs, sinkConfigs;
private boolean monitoring = false;
private Timer timer;
private int period; // seconds
private long logicalTime; // number of timer invocations * period
private ObjectName mbeanName;
private boolean publishSelfMetrics = true;
private MetricsSourceAdapter sysSource;
private int refCount = 0; // for mini cluster mode
/**
* Construct the metrics system
* @param prefix for the system
*/
public MetricsSystemImpl(String prefix) {
this.prefix = prefix;
allSources = Maps.newHashMap();
sources = Maps.newLinkedHashMap();
allSinks = Maps.newHashMap();
sinks = Maps.newLinkedHashMap();
sourceConfigs = Maps.newHashMap();
sinkConfigs = Maps.newHashMap();
callbacks = Lists.newArrayList();
namedCallbacks = Maps.newHashMap();
injectedTags = Lists.newArrayList();
collector = new MetricsCollectorImpl();
if (prefix != null) {
// prefix could be null for default ctor, which requires init later
initSystemMBean();
}
}
/**
* Construct the system but not initializing (read config etc.) it.
*/
public MetricsSystemImpl() {
this(null);
}
/**
* Initialized the metrics system with a prefix.
* @param prefix the system will look for configs with the prefix
* @return the metrics system object itself
*/
@Override
public synchronized MetricsSystem init(String prefix) {
if (monitoring && !DefaultMetricsSystem.inMiniClusterMode()) {
LOG.warn(this.prefix +" metrics system already initialized!");
return this;
}
this.prefix = checkNotNull(prefix, "prefix");
++refCount;
if (monitoring) {
// in mini cluster mode
LOG.info(this.prefix +" metrics system started (again)");
return this;
}
switch (initMode()) {
case NORMAL:
try { start(); }
catch (MetricsConfigException e) {
// Configuration errors (e.g., typos) should not be fatal.
// We can always start the metrics system later via JMX.
LOG.warn("Metrics system not started: "+ e.getMessage());
LOG.debug("Stacktrace: ", e);
}
break;
case STANDBY:
LOG.info(prefix +" metrics system started in standby mode");
}
initSystemMBean();
return this;
}
@Override
public synchronized void start() {
checkNotNull(prefix, "prefix");
if (monitoring) {
LOG.warn(prefix +" metrics system already started!",
new MetricsException("Illegal start"));
return;
}
for (Callback cb : callbacks) cb.preStart();
for (Callback cb : namedCallbacks.values()) cb.preStart();
configure(prefix);
startTimer();
monitoring = true;
LOG.info(prefix +" metrics system started");
for (Callback cb : callbacks) cb.postStart();
for (Callback cb : namedCallbacks.values()) cb.postStart();
}
@Override
public synchronized void stop() {
if (!monitoring && !DefaultMetricsSystem.inMiniClusterMode()) {
LOG.warn(prefix +" metrics system not yet started!",
new MetricsException("Illegal stop"));
return;
}
if (!monitoring) {
// in mini cluster mode
LOG.info(prefix +" metrics system stopped (again)");
return;
}
for (Callback cb : callbacks) cb.preStop();
for (Callback cb : namedCallbacks.values()) cb.preStop();
LOG.info("Stopping "+ prefix +" metrics system...");
stopTimer();
stopSources();
stopSinks();
clearConfigs();
monitoring = false;
LOG.info(prefix +" metrics system stopped.");
for (Callback cb : callbacks) cb.postStop();
for (Callback cb : namedCallbacks.values()) cb.postStop();
}
@Override public synchronized
T register(String name, String desc, T source) {
MetricsSourceBuilder sb = MetricsAnnotations.newSourceBuilder(source);
final MetricsSource s = sb.build();
MetricsInfo si = sb.info();
String name2 = name == null ? si.name() : name;
final String finalDesc = desc == null ? si.description() : desc;
final String finalName = // be friendly to non-metrics tests
DefaultMetricsSystem.sourceName(name2, !monitoring);
allSources.put(finalName, s);
LOG.debug(finalName +", "+ finalDesc);
if (monitoring) {
registerSource(finalName, finalDesc, s);
}
// We want to re-register the source to pick up new config when the
// metrics system restarts.
register(finalName, new AbstractCallback() {
@Override public void postStart() {
registerSource(finalName, finalDesc, s);
}
});
return source;
}
@Override public synchronized
void unregisterSource(String name) {
if (sources.containsKey(name)) {
sources.get(name).stop();
sources.remove(name);
}
if (allSources.containsKey(name)) {
allSources.remove(name);
}
if (namedCallbacks.containsKey(name)) {
namedCallbacks.remove(name);
}
DefaultMetricsSystem.removeSourceName(name);
}
synchronized
void registerSource(String name, String desc, MetricsSource source) {
checkNotNull(config, "config");
MetricsConfig conf = sourceConfigs.get(name);
MetricsSourceAdapter sa = new MetricsSourceAdapter(prefix, name, desc,
source, injectedTags, period * 1000L, conf != null ? conf
: config.subset(SOURCE_KEY));
sources.put(name, sa);
sa.start();
LOG.debug("Registered source "+ name);
}
@Override public synchronized
T register(final String name, final String description, final T sink) {
LOG.debug(name +", "+ description);
if (allSinks.containsKey(name)) {
LOG.warn("Sink "+ name +" already exists!");
return sink;
}
allSinks.put(name, sink);
if (config != null) {
registerSink(name, description, sink);
}
// We want to re-register the sink to pick up new config
// when the metrics system restarts.
register(name, new AbstractCallback() {
@Override public void postStart() {
register(name, description, sink);
}
});
return sink;
}
synchronized void registerSink(String name, String desc, MetricsSink sink) {
checkNotNull(config, "config");
MetricsConfig conf = sinkConfigs.get(name);
MetricsSinkAdapter sa = conf != null
? newSink(name, desc, sink, conf)
: newSink(name, desc, sink, config.subset(SINK_KEY));
sinks.put(name, sa);
sa.start();
LOG.info("Registered sink "+ name);
}
@Override
public synchronized void register(final Callback callback) {
callbacks.add((Callback) getProxyForCallback(callback));
}
private synchronized void register(String name, final Callback callback) {
namedCallbacks.put(name, (Callback) getProxyForCallback(callback));
}
private Object getProxyForCallback(final Callback callback) {
return Proxy.newProxyInstance(callback.getClass().getClassLoader(),
new Class[] { Callback.class }, new InvocationHandler() {
@Override
public Object invoke(Object proxy, Method method, Object[] args)
throws Throwable {
try {
return method.invoke(callback, args);
}
catch (Exception e) {
// These are not considered fatal.
LOG.warn("Caught exception in callback " + method.getName(), e);
}
return null;
}
});
}
@Override
public synchronized void startMetricsMBeans() {
for (MetricsSourceAdapter sa : sources.values()) {
sa.startMBeans();
}
}
@Override
public synchronized void stopMetricsMBeans() {
for (MetricsSourceAdapter sa : sources.values()) {
sa.stopMBeans();
}
}
@Override
public synchronized String currentConfig() {
PropertiesConfiguration saver = new PropertiesConfiguration();
StringWriter writer = new StringWriter();
saver.copy(config);
try { saver.save(writer); }
catch (Exception e) {
throw new MetricsConfigException("Error stringify config", e);
}
return writer.toString();
}
private synchronized void startTimer() {
if (timer != null) {
LOG.warn(prefix +" metrics system timer already started!");
return;
}
logicalTime = 0;
long millis = period * 1000L;
timer = new Timer("Timer for '"+ prefix +"' metrics system", true);
timer.scheduleAtFixedRate(new TimerTask() {
public void run() {
try {
onTimerEvent();
}
catch (Exception e) {
LOG.warn(e);
}
}
}, millis, millis);
LOG.info("Scheduled snapshot period at "+ period +" second(s).");
}
synchronized void onTimerEvent() {
logicalTime += period;
if (sinks.size() > 0) {
publishMetrics(sampleMetrics(), false);
}
}
/**
* Requests an immediate publish of all metrics from sources to sinks.
*/
@Override
public synchronized void publishMetricsNow() {
if (sinks.size() > 0) {
publishMetrics(sampleMetrics(), true);
}
}
/**
* Sample all the sources for a snapshot of metrics/tags
* @return the metrics buffer containing the snapshot
*/
@VisibleForTesting
public synchronized MetricsBuffer sampleMetrics() {
collector.clear();
MetricsBufferBuilder bufferBuilder = new MetricsBufferBuilder();
for (Entry entry : sources.entrySet()) {
if (sourceFilter == null || sourceFilter.accepts(entry.getKey())) {
snapshotMetrics(entry.getValue(), bufferBuilder);
}
}
if (publishSelfMetrics) {
snapshotMetrics(sysSource, bufferBuilder);
}
MetricsBuffer buffer = bufferBuilder.get();
return buffer;
}
private void snapshotMetrics(MetricsSourceAdapter sa,
MetricsBufferBuilder bufferBuilder) {
long startTime = Time.now();
bufferBuilder.add(sa.name(), sa.getMetrics(collector, true));
collector.clear();
snapshotStat.add(Time.now() - startTime);
LOG.debug("Snapshotted source "+ sa.name());
}
/**
* Publish a metrics snapshot to all the sinks
* @param buffer the metrics snapshot to publish
* @param immediate indicates that we should publish metrics immediately
* instead of using a separate thread.
*/
synchronized void publishMetrics(MetricsBuffer buffer, boolean immediate) {
int dropped = 0;
for (MetricsSinkAdapter sa : sinks.values()) {
long startTime = Time.now();
boolean result;
if (immediate) {
result = sa.putMetricsImmediate(buffer);
} else {
result = sa.putMetrics(buffer, logicalTime);
}
dropped += result ? 0 : 1;
publishStat.add(Time.now() - startTime);
}
droppedPubAll.incr(dropped);
}
private synchronized void stopTimer() {
if (timer == null) {
LOG.warn(prefix +" metrics system timer already stopped!");
return;
}
timer.cancel();
timer = null;
}
private synchronized void stopSources() {
for (Entry entry : sources.entrySet()) {
MetricsSourceAdapter sa = entry.getValue();
LOG.debug("Stopping metrics source "+ entry.getKey() +
": class=" + sa.source().getClass());
sa.stop();
}
sysSource.stop();
sources.clear();
}
private synchronized void stopSinks() {
for (Entry entry : sinks.entrySet()) {
MetricsSinkAdapter sa = entry.getValue();
LOG.debug("Stopping metrics sink "+ entry.getKey() +
": class=" + sa.sink().getClass());
sa.stop();
}
sinks.clear();
}
private synchronized void configure(String prefix) {
config = MetricsConfig.create(prefix);
configureSinks();
configureSources();
configureSystem();
}
private synchronized void configureSystem() {
injectedTags.add(Interns.tag(MsInfo.Hostname, getHostname()));
}
private synchronized void configureSinks() {
sinkConfigs = config.getInstanceConfigs(SINK_KEY);
int confPeriod = 0;
for (Entry entry : sinkConfigs.entrySet()) {
MetricsConfig conf = entry.getValue();
int sinkPeriod = conf.getInt(PERIOD_KEY, PERIOD_DEFAULT);
confPeriod = confPeriod == 0 ? sinkPeriod
: ArithmeticUtils.gcd(confPeriod, sinkPeriod);
String clsName = conf.getClassName("");
if (clsName == null) continue; // sink can be registered later on
String sinkName = entry.getKey();
try {
MetricsSinkAdapter sa = newSink(sinkName,
conf.getString(DESC_KEY, sinkName), conf);
sa.start();
sinks.put(sinkName, sa);
}
catch (Exception e) {
LOG.warn("Error creating sink '"+ sinkName +"'", e);
}
}
period = confPeriod > 0 ? confPeriod
: config.getInt(PERIOD_KEY, PERIOD_DEFAULT);
}
static MetricsSinkAdapter newSink(String name, String desc, MetricsSink sink,
MetricsConfig conf) {
return new MetricsSinkAdapter(name, desc, sink, conf.getString(CONTEXT_KEY),
conf.getFilter(SOURCE_FILTER_KEY),
conf.getFilter(RECORD_FILTER_KEY),
conf.getFilter(METRIC_FILTER_KEY),
conf.getInt(PERIOD_KEY, PERIOD_DEFAULT),
conf.getInt(QUEUE_CAPACITY_KEY, QUEUE_CAPACITY_DEFAULT),
conf.getInt(RETRY_DELAY_KEY, RETRY_DELAY_DEFAULT),
conf.getFloat(RETRY_BACKOFF_KEY, RETRY_BACKOFF_DEFAULT),
conf.getInt(RETRY_COUNT_KEY, RETRY_COUNT_DEFAULT));
}
static MetricsSinkAdapter newSink(String name, String desc,
MetricsConfig conf) {
return newSink(name, desc, (MetricsSink) conf.getPlugin(""), conf);
}
private void configureSources() {
sourceFilter = config.getFilter(PREFIX_DEFAULT + SOURCE_FILTER_KEY);
sourceConfigs = config.getInstanceConfigs(SOURCE_KEY);
registerSystemSource();
}
private void clearConfigs() {
sinkConfigs.clear();
sourceConfigs.clear();
injectedTags.clear();
config = null;
}
static String getHostname() {
try {
return InetAddress.getLocalHost().getHostName();
}
catch (Exception e) {
LOG.error("Error getting localhost name. Using 'localhost'...", e);
}
return "localhost";
}
private void registerSystemSource() {
MetricsConfig sysConf = sourceConfigs.get(MS_NAME);
sysSource = new MetricsSourceAdapter(prefix, MS_STATS_NAME, MS_STATS_DESC,
MetricsAnnotations.makeSource(this), injectedTags, period * 1000L,
sysConf == null ? config.subset(SOURCE_KEY) : sysConf);
sysSource.start();
}
@Override
public synchronized void getMetrics(MetricsCollector builder, boolean all) {
MetricsRecordBuilder rb = builder.addRecord(MS_NAME)
.addGauge(MsInfo.NumActiveSources, sources.size())
.addGauge(MsInfo.NumAllSources, allSources.size())
.addGauge(MsInfo.NumActiveSinks, sinks.size())
.addGauge(MsInfo.NumAllSinks, allSinks.size());
for (MetricsSinkAdapter sa : sinks.values()) {
sa.snapshot(rb, all);
}
registry.snapshot(rb, all);
}
private void initSystemMBean() {
checkNotNull(prefix, "prefix should not be null here!");
if (mbeanName == null) {
mbeanName = MBeans.register(prefix, MS_CONTROL_NAME, this);
}
}
@Override
public synchronized boolean shutdown() {
LOG.debug("refCount="+ refCount);
if (refCount <= 0) {
LOG.debug("Redundant shutdown", new Throwable());
return true; // already shutdown
}
if (--refCount > 0) return false;
if (monitoring) {
try { stop(); }
catch (Exception e) {
LOG.warn("Error stopping the metrics system", e);
}
}
allSources.clear();
allSinks.clear();
callbacks.clear();
namedCallbacks.clear();
if (mbeanName != null) {
MBeans.unregister(mbeanName);
mbeanName = null;
}
LOG.info(prefix +" metrics system shutdown complete.");
return true;
}
public MetricsSource getSource(String name) {
return allSources.get(name);
}
@VisibleForTesting
MetricsSourceAdapter getSourceAdapter(String name) {
return sources.get(name);
}
private InitMode initMode() {
LOG.debug("from system property: "+ System.getProperty(MS_INIT_MODE_KEY));
LOG.debug("from environment variable: "+ System.getenv(MS_INIT_MODE_KEY));
String m = System.getProperty(MS_INIT_MODE_KEY);
String m2 = m == null ? System.getenv(MS_INIT_MODE_KEY) : m;
return InitMode.valueOf(
StringUtils.toUpperCase((m2 == null ? InitMode.NORMAL.name() : m2)));
}
}
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