HDFS-7426. Change nntop JMX format to be a JSON blob.

This commit is contained in:
Andrew Wang 2014-12-12 17:04:33 -08:00
parent e5a6925199
commit fa7b9248e4
11 changed files with 419 additions and 360 deletions

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@ -455,6 +455,8 @@ Release 2.7.0 - UNRELEASED
HDFS-7509. Avoid resolving path multiple times. (jing9)
HDFS-7426. Change nntop JMX format to be a JSON blob. (wang)
OPTIMIZATIONS
HDFS-7454. Reduce memory footprint for AclEntries in NameNode.

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@ -120,6 +120,7 @@ import java.util.LinkedHashSet;
import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.TreeMap;
import java.util.concurrent.TimeUnit;
import java.util.concurrent.locks.Condition;
import java.util.concurrent.locks.ReentrantLock;
@ -241,6 +242,7 @@ import org.apache.hadoop.hdfs.server.namenode.startupprogress.StepType;
import org.apache.hadoop.hdfs.server.namenode.top.TopAuditLogger;
import org.apache.hadoop.hdfs.server.namenode.top.TopConf;
import org.apache.hadoop.hdfs.server.namenode.top.metrics.TopMetrics;
import org.apache.hadoop.hdfs.server.namenode.top.window.RollingWindowManager;
import org.apache.hadoop.hdfs.server.namenode.web.resources.NamenodeWebHdfsMethods;
import org.apache.hadoop.hdfs.server.protocol.DatanodeCommand;
import org.apache.hadoop.hdfs.server.protocol.DatanodeRegistration;
@ -281,6 +283,7 @@ import org.apache.hadoop.util.VersionInfo;
import org.apache.log4j.Appender;
import org.apache.log4j.AsyncAppender;
import org.apache.log4j.Logger;
import org.codehaus.jackson.map.ObjectMapper;
import org.mortbay.util.ajax.JSON;
import com.google.common.annotations.VisibleForTesting;
@ -539,6 +542,9 @@ public class FSNamesystem implements Namesystem, FSNamesystemMBean,
private final FSImage fsImage;
private final TopConf topConf;
private TopMetrics topMetrics;
/**
* Notify that loading of this FSDirectory is complete, and
* it is imageLoaded for use
@ -842,6 +848,7 @@ public class FSNamesystem implements Namesystem, FSNamesystemMBean,
this.snapshotManager = new SnapshotManager(dir);
this.cacheManager = new CacheManager(this, conf, blockManager);
this.safeMode = new SafeModeInfo(conf);
this.topConf = new TopConf(conf);
this.auditLoggers = initAuditLoggers(conf);
this.isDefaultAuditLogger = auditLoggers.size() == 1 &&
auditLoggers.get(0) instanceof DefaultAuditLogger;
@ -952,13 +959,9 @@ public class FSNamesystem implements Namesystem, FSNamesystemMBean,
}
// Add audit logger to calculate top users
if (conf.getBoolean(DFSConfigKeys.NNTOP_ENABLED_KEY,
DFSConfigKeys.NNTOP_ENABLED_DEFAULT)) {
String sessionId = conf.get(DFSConfigKeys.DFS_METRICS_SESSION_ID_KEY);
TopConf nntopConf = new TopConf(conf);
TopMetrics.initSingleton(conf, NamenodeRole.NAMENODE.name(), sessionId,
nntopConf.nntopReportingPeriodsMs);
auditLoggers.add(new TopAuditLogger());
if (topConf.isEnabled) {
topMetrics = new TopMetrics(conf, topConf.nntopReportingPeriodsMs);
auditLoggers.add(new TopAuditLogger(topMetrics));
}
return Collections.unmodifiableList(auditLoggers);
@ -6013,6 +6016,27 @@ public class FSNamesystem implements Namesystem, FSNamesystemMBean,
return getBlockManager().getDatanodeManager().getNumStaleStorages();
}
@Override // FSNamesystemMBean
public String getTopUserOpCounts() {
if (!topConf.isEnabled) {
return null;
}
Date now = new Date();
final List<RollingWindowManager.TopWindow> topWindows =
topMetrics.getTopWindows();
Map<String, Object> topMap = new TreeMap<String, Object>();
topMap.put("windows", topWindows);
topMap.put("timestamp", DFSUtil.dateToIso8601String(now));
ObjectMapper mapper = new ObjectMapper();
try {
return mapper.writeValueAsString(topMap);
} catch (IOException e) {
LOG.warn("Failed to fetch TopUser metrics", e);
}
return null;
}
/**
* Increments, logs and then returns the stamp
*/

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@ -164,4 +164,11 @@ public interface FSNamesystemMBean {
*/
public int getNumStaleStorages();
/**
* Returns a nested JSON object listing the top users for different RPC
* operations over tracked time windows.
*
* @return JSON string
*/
public String getTopUserOpCounts();
}

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@ -19,6 +19,7 @@ package org.apache.hadoop.hdfs.server.namenode.top;
import java.net.InetAddress;
import com.google.common.base.Preconditions;
import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileStatus;
@ -36,6 +37,14 @@ import org.apache.hadoop.hdfs.server.namenode.top.metrics.TopMetrics;
public class TopAuditLogger implements AuditLogger {
public static final Logger LOG = LoggerFactory.getLogger(TopAuditLogger.class);
private final TopMetrics topMetrics;
public TopAuditLogger(TopMetrics topMetrics) {
Preconditions.checkNotNull(topMetrics, "Cannot init with a null " +
"TopMetrics");
this.topMetrics = topMetrics;
}
@Override
public void initialize(Configuration conf) {
}
@ -43,12 +52,11 @@ public class TopAuditLogger implements AuditLogger {
@Override
public void logAuditEvent(boolean succeeded, String userName,
InetAddress addr, String cmd, String src, String dst, FileStatus status) {
TopMetrics instance = TopMetrics.getInstance();
if (instance != null) {
instance.report(succeeded, userName, addr, cmd, src, dst, status);
} else {
LOG.error("TopMetrics is not initialized yet!");
try {
topMetrics.report(succeeded, userName, addr, cmd, src, dst, status);
} catch (Throwable t) {
LOG.error("An error occurred while reflecting the event in top service, "
+ "event: (cmd={},userName={})", cmd, userName);
}
if (LOG.isDebugEnabled()) {

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@ -17,6 +17,9 @@
*/
package org.apache.hadoop.hdfs.server.namenode.top;
import java.util.concurrent.TimeUnit;
import com.google.common.primitives.Ints;
import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hdfs.DFSConfigKeys;
@ -27,34 +30,34 @@ import com.google.common.base.Preconditions;
*/
@InterfaceAudience.Private
public final class TopConf {
/**
* Whether TopMetrics are enabled
*/
public final boolean isEnabled;
public static final String TOP_METRICS_REGISTRATION_NAME = "topusers";
public static final String TOP_METRICS_RECORD_NAME = "topparam";
/**
* A meta command representing the total number of commands
* A meta command representing the total number of calls to all commands
*/
public static final String CMD_TOTAL = "total";
/**
* A meta user representing all users
*/
public static String ALL_USERS = "ALL";
public static final String ALL_CMDS = "*";
/**
* nntop reporting periods in milliseconds
*/
public final long[] nntopReportingPeriodsMs;
public final int[] nntopReportingPeriodsMs;
public TopConf(Configuration conf) {
isEnabled = conf.getBoolean(DFSConfigKeys.NNTOP_ENABLED_KEY,
DFSConfigKeys.NNTOP_ENABLED_DEFAULT);
String[] periodsStr = conf.getTrimmedStrings(
DFSConfigKeys.NNTOP_WINDOWS_MINUTES_KEY,
DFSConfigKeys.NNTOP_WINDOWS_MINUTES_DEFAULT);
nntopReportingPeriodsMs = new long[periodsStr.length];
nntopReportingPeriodsMs = new int[periodsStr.length];
for (int i = 0; i < periodsStr.length; i++) {
nntopReportingPeriodsMs[i] = Integer.parseInt(periodsStr[i]) *
60L * 1000L; //min to ms
nntopReportingPeriodsMs[i] = Ints.checkedCast(
TimeUnit.MINUTES.toMillis(Integer.parseInt(periodsStr[i])));
}
for (long aPeriodMs: nntopReportingPeriodsMs) {
Preconditions.checkArgument(aPeriodMs >= 60L * 1000L,
for (int aPeriodMs: nntopReportingPeriodsMs) {
Preconditions.checkArgument(aPeriodMs >= TimeUnit.MINUTES.toMillis(1),
"minimum reporting period is 1 min!");
}
}

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@ -17,67 +17,50 @@
*/
package org.apache.hadoop.hdfs.server.namenode.top.metrics;
import static org.apache.hadoop.metrics2.impl.MsInfo.ProcessName;
import static org.apache.hadoop.metrics2.impl.MsInfo.SessionId;
import static org.apache.hadoop.metrics2.lib.Interns.info;
import java.net.InetAddress;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.Map.Entry;
import com.google.common.annotations.VisibleForTesting;
import com.google.common.base.Preconditions;
import com.google.common.collect.Lists;
import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileStatus;
import org.apache.hadoop.hdfs.DFSConfigKeys;
import org.apache.hadoop.hdfs.server.namenode.top.TopAuditLogger;
import org.apache.hadoop.hdfs.server.namenode.top.TopConf;
import org.apache.hadoop.metrics2.MetricsCollector;
import org.apache.hadoop.metrics2.MetricsRecordBuilder;
import org.apache.hadoop.metrics2.MetricsSource;
import org.apache.hadoop.metrics2.MetricsSystem;
import org.apache.hadoop.metrics2.lib.DefaultMetricsSystem;
import org.apache.hadoop.hdfs.server.namenode.top.window.RollingWindowManager;
import org.apache.hadoop.security.UserGroupInformation;
import org.apache.hadoop.util.Time;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.apache.hadoop.hdfs.server.namenode.top.window.RollingWindowManager;
import org.apache.hadoop.hdfs.server.namenode.top.window.RollingWindowManager.MetricValueMap;
import static org.apache.hadoop.hdfs.server.namenode.top.window.RollingWindowManager.TopWindow;
/***
* The interface to the top metrics
/**
* The interface to the top metrics.
* <p/>
* The producers use the {@link #report} method to report events and the
* consumers use {@link #getMetrics(MetricsCollector, boolean)} to retrieve the
* current top metrics. The default consumer is JMX but it could be any other
* user interface.
* Metrics are collected by a custom audit logger, {@link org.apache.hadoop
* .hdfs.server.namenode.top.TopAuditLogger}, which calls TopMetrics to
* increment per-operation, per-user counts on every audit log call. These
* counts are used to show the top users by NameNode operation as well as
* across all operations.
* <p/>
* TopMetrics maintains these counts for a configurable number of time
* intervals, e.g. 1min, 5min, 25min. Each interval is tracked by a
* RollingWindowManager.
* <p/>
* These metrics are published as a JSON string via {@link org.apache.hadoop
* .hdfs.server .namenode.metrics.FSNamesystemMBean#getTopWindows}. This is
* done by calling {@link org.apache.hadoop.hdfs.server.namenode.top.window
* .RollingWindowManager#snapshot} on each RollingWindowManager.
* <p/>
* Thread-safe: relies on thread-safety of RollingWindowManager
*/
@InterfaceAudience.Private
public class TopMetrics implements MetricsSource {
public class TopMetrics {
public static final Logger LOG = LoggerFactory.getLogger(TopMetrics.class);
enum Singleton {
INSTANCE;
volatile TopMetrics impl = null;
synchronized TopMetrics init(Configuration conf, String processName,
String sessionId, long[] reportingPeriods) {
if (impl == null) {
impl =
create(conf, processName, sessionId, reportingPeriods,
DefaultMetricsSystem.instance());
}
logConf(conf);
return impl;
}
}
private static void logConf(Configuration conf) {
LOG.info("NNTop conf: " + DFSConfigKeys.NNTOP_BUCKETS_PER_WINDOW_KEY +
" = " + conf.get(DFSConfigKeys.NNTOP_BUCKETS_PER_WINDOW_KEY));
@ -87,128 +70,35 @@ public class TopMetrics implements MetricsSource {
" = " + conf.get(DFSConfigKeys.NNTOP_WINDOWS_MINUTES_KEY));
}
/**
* Return only the shortest periods for default
* TODO: make it configurable
*/
final boolean smallestOnlyDefault = true;
/**
* The smallest of reporting periods
*/
long smallestPeriod = Long.MAX_VALUE;
/**
* processName and sessionId might later be leveraged later when we aggregate
* report from multiple federated name nodes
*/
final String processName, sessionId;
/**
* A map from reporting periods to WindowManager. Thread-safety is provided by
* the fact that the mapping is not changed after construction.
*/
final Map<Long, RollingWindowManager> rollingWindowManagers =
new HashMap<Long, RollingWindowManager>();
final Map<Integer, RollingWindowManager> rollingWindowManagers =
new HashMap<Integer, RollingWindowManager>();
TopMetrics(Configuration conf, String processName, String sessionId,
long[] reportingPeriods) {
this.processName = processName;
this.sessionId = sessionId;
public TopMetrics(Configuration conf, int[] reportingPeriods) {
logConf(conf);
for (int i = 0; i < reportingPeriods.length; i++) {
smallestPeriod = Math.min(smallestPeriod, reportingPeriods[i]);
rollingWindowManagers.put(reportingPeriods[i], new RollingWindowManager(
conf, reportingPeriods[i]));
}
}
public static TopMetrics create(Configuration conf, String processName,
String sessionId, long[] reportingPeriods, MetricsSystem ms) {
return ms.register(TopConf.TOP_METRICS_REGISTRATION_NAME,
"top metrics of the namenode in a last period of time", new TopMetrics(
conf, processName, sessionId, reportingPeriods));
}
public static TopMetrics initSingleton(Configuration conf,
String processName, String sessionId, long[] reportingPeriods) {
return Singleton.INSTANCE.init(conf, processName, sessionId,
reportingPeriods);
}
public static TopMetrics getInstance() {
TopMetrics topMetrics = Singleton.INSTANCE.impl;
Preconditions.checkArgument(topMetrics != null,
"The TopMetric singleton instance is not initialized."
+ " Have you called initSingleton first?");
return topMetrics;
}
/**
* In testing, the previous initialization should be reset if the entire
* metric system is reinitialized
* Get a list of the current TopWindow statistics, one TopWindow per tracked
* time interval.
*/
@VisibleForTesting
public static void reset() {
Singleton.INSTANCE.impl = null;
}
@Override
public void getMetrics(MetricsCollector collector, boolean all) {
long realTime = Time.monotonicNow();
getMetrics(smallestOnlyDefault, realTime, collector, all);
}
public void getMetrics(boolean smallestOnly, long currTime,
MetricsCollector collector, boolean all) {
for (Entry<Long, RollingWindowManager> entry : rollingWindowManagers
public List<TopWindow> getTopWindows() {
long monoTime = Time.monotonicNow();
List<TopWindow> windows = Lists.newArrayListWithCapacity
(rollingWindowManagers.size());
for (Entry<Integer, RollingWindowManager> entry : rollingWindowManagers
.entrySet()) {
if (!smallestOnly || smallestPeriod == entry.getKey()) {
getMetrics(currTime, collector, entry.getKey(), entry.getValue(), all);
}
TopWindow window = entry.getValue().snapshot(monoTime);
windows.add(window);
}
}
/**
* Get metrics for a particular recording period and its corresponding
* {@link RollingWindowManager}
* <p/>
*
* @param collector the metric collector
* @param period the reporting period
* @param rollingWindowManager the window manager corresponding to the
* reporting period
* @param all currently ignored
*/
void getMetrics(long currTime, MetricsCollector collector, Long period,
RollingWindowManager rollingWindowManager, boolean all) {
MetricsRecordBuilder rb =
collector.addRecord(createTopMetricsRecordName(period))
.setContext("namenode").tag(ProcessName, processName)
.tag(SessionId, sessionId);
MetricValueMap snapshotMetrics = rollingWindowManager.snapshot(currTime);
LOG.debug("calling snapshot, result size is: " + snapshotMetrics.size());
for (Map.Entry<String, Number> entry : snapshotMetrics.entrySet()) {
String key = entry.getKey();
Number value = entry.getValue();
LOG.debug("checking an entry: key: {} value: {}", key, value);
long min = period / 1000L / 60L; //ms -> min
String desc = "top user of name node in the past " + min + " minutes";
if (value instanceof Integer) {
rb.addGauge(info(key, desc), (Integer) value);
} else if (value instanceof Long) {
rb.addGauge(info(key, desc), (Long) value);
} else if (value instanceof Float) {
rb.addGauge(info(key, desc), (Float) value);
} else if (value instanceof Double) {
rb.addGauge(info(key, desc), (Double) value);
} else {
LOG.warn("Unsupported metric type: " + value.getClass());
}
}
LOG.debug("END iterating over metrics, result size is: {}",
snapshotMetrics.size());
return windows;
}
/**
@ -216,18 +106,10 @@ public class TopMetrics implements MetricsSource {
* log file. This is to be consistent when {@link TopMetrics} is charged with
* data read back from log files instead of being invoked directly by the
* FsNamesystem
*
* @param succeeded
* @param userName
* @param addr
* @param cmd
* @param src
* @param dst
* @param status
*/
public void report(boolean succeeded, String userName, InetAddress addr,
String cmd, String src, String dst, FileStatus status) {
//currently we nntop makes use of only the username and the command
// currently nntop only makes use of the username and the command
report(userName, cmd);
}
@ -239,27 +121,11 @@ public class TopMetrics implements MetricsSource {
public void report(long currTime, String userName, String cmd) {
LOG.debug("a metric is reported: cmd: {} user: {}", cmd, userName);
userName = UserGroupInformation.trimLoginMethod(userName);
try {
for (RollingWindowManager rollingWindowManager : rollingWindowManagers
.values()) {
rollingWindowManager.recordMetric(currTime, cmd, userName, 1);
rollingWindowManager.recordMetric(currTime,
TopConf.CMD_TOTAL, userName, 1);
}
} catch (Throwable t) {
LOG.error("An error occurred while reflecting the event in top service, "
+ "event: (time,cmd,userName)=(" + currTime + "," + cmd + ","
+ userName);
for (RollingWindowManager rollingWindowManager : rollingWindowManagers
.values()) {
rollingWindowManager.recordMetric(currTime, cmd, userName, 1);
rollingWindowManager.recordMetric(currTime,
TopConf.ALL_CMDS, userName, 1);
}
}
/***
*
* @param period the reporting period length in ms
* @return
*/
public static String createTopMetricsRecordName(Long period) {
return TopConf.TOP_METRICS_RECORD_NAME + "-" + period;
}
}

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@ -17,21 +17,22 @@
*/
package org.apache.hadoop.hdfs.server.namenode.top.window;
import java.util.HashMap;
import java.util.Iterator;
import java.util.List;
import java.util.Map;
import java.util.PriorityQueue;
import java.util.Set;
import java.util.Stack;
import java.util.concurrent.ConcurrentHashMap;
import com.google.common.annotations.VisibleForTesting;
import com.google.common.base.Preconditions;
import com.google.common.collect.Lists;
import com.google.common.primitives.Ints;
import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hdfs.DFSConfigKeys;
import org.apache.hadoop.hdfs.server.namenode.top.TopConf;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.apache.hadoop.conf.Configuration;
/**
* A class to manage the set of {@link RollingWindow}s. This class is the
@ -46,27 +47,95 @@ public class RollingWindowManager {
public static final Logger LOG = LoggerFactory.getLogger(
RollingWindowManager.class);
private int windowLenMs;
private int bucketsPerWindow; // e.g., 10 buckets per minute
private int topUsersCnt; // e.g., report top 10 metrics
/**
* Create a metric name composed of the command and user
*
* @param command the command executed
* @param user the user
* @return a composed metric name
*/
@VisibleForTesting
public static String createMetricName(String command, String user) {
return command + "." + user;
}
private final int windowLenMs;
private final int bucketsPerWindow; // e.g., 10 buckets per minute
private final int topUsersCnt; // e.g., report top 10 metrics
static private class RollingWindowMap extends
ConcurrentHashMap<String, RollingWindow> {
private static final long serialVersionUID = -6785807073237052051L;
}
/**
* Represents a snapshot of the rolling window. It contains one Op per
* operation in the window, with ranked users for each Op.
*/
public static class TopWindow {
private final int windowMillis;
private final List<Op> top;
public TopWindow(int windowMillis) {
this.windowMillis = windowMillis;
this.top = Lists.newArrayList();
}
public void addOp(Op op) {
top.add(op);
}
public int getWindowLenMs() {
return windowMillis;
}
public List<Op> getOps() {
return top;
}
}
/**
* Represents an operation within a TopWindow. It contains a ranked
* set of the top users for the operation.
*/
public static class Op {
private final String opType;
private final List<User> topUsers;
private final long totalCount;
public Op(String opType, long totalCount) {
this.opType = opType;
this.topUsers = Lists.newArrayList();
this.totalCount = totalCount;
}
public void addUser(User u) {
topUsers.add(u);
}
public String getOpType() {
return opType;
}
public List<User> getTopUsers() {
return topUsers;
}
public long getTotalCount() {
return totalCount;
}
}
/**
* Represents a user who called an Op within a TopWindow. Specifies the
* user and the number of times the user called the operation.
*/
public static class User {
private final String user;
private final long count;
public User(String user, long count) {
this.user = user;
this.count = count;
}
public String getUser() {
return user;
}
public long getCount() {
return count;
}
}
/**
* A mapping from each reported metric to its {@link RollingWindowMap} that
* maintains the set of {@link RollingWindow}s for the users that have
@ -75,8 +144,9 @@ public class RollingWindowManager {
public ConcurrentHashMap<String, RollingWindowMap> metricMap =
new ConcurrentHashMap<String, RollingWindowMap>();
public RollingWindowManager(Configuration conf, long reportingPeriodMs) {
windowLenMs = (int) reportingPeriodMs;
public RollingWindowManager(Configuration conf, int reportingPeriodMs) {
windowLenMs = reportingPeriodMs;
bucketsPerWindow =
conf.getInt(DFSConfigKeys.NNTOP_BUCKETS_PER_WINDOW_KEY,
DFSConfigKeys.NNTOP_BUCKETS_PER_WINDOW_DEFAULT);
@ -112,53 +182,71 @@ public class RollingWindowManager {
* Take a snapshot of current top users in the past period.
*
* @param time the current time
* @return a map between the top metrics and their values. The user is encoded
* in the metric name. Refer to {@link RollingWindowManager#createMetricName} for
* the actual format.
* @return a TopWindow describing the top users for each metric in the
* window.
*/
public MetricValueMap snapshot(long time) {
MetricValueMap map = new MetricValueMap();
Set<String> metricNames = metricMap.keySet();
LOG.debug("iterating in reported metrics, size={} values={}",
metricNames.size(), metricNames);
for (Map.Entry<String,RollingWindowMap> rwEntry: metricMap.entrySet()) {
String metricName = rwEntry.getKey();
RollingWindowMap rollingWindows = rwEntry.getValue();
TopN topN = new TopN(topUsersCnt);
Iterator<Map.Entry<String, RollingWindow>> iterator =
rollingWindows.entrySet().iterator();
while (iterator.hasNext()) {
Map.Entry<String, RollingWindow> entry = iterator.next();
String userName = entry.getKey();
RollingWindow aWindow = entry.getValue();
long windowSum = aWindow.getSum(time);
// do the gc here
if (windowSum == 0) {
LOG.debug("gc window of metric: {} userName: {}",
metricName, userName);
iterator.remove();
continue;
}
LOG.debug("offer window of metric: {} userName: {} sum: {}",
metricName, userName, windowSum);
topN.offer(new NameValuePair(userName, windowSum));
}
int n = topN.size();
LOG.info("topN size for command " + metricName + " is: " + n);
if (n == 0) {
public TopWindow snapshot(long time) {
TopWindow window = new TopWindow(windowLenMs);
if (LOG.isDebugEnabled()) {
Set<String> metricNames = metricMap.keySet();
LOG.debug("iterating in reported metrics, size={} values={}",
metricNames.size(), metricNames);
}
for (Map.Entry<String, RollingWindowMap> entry : metricMap.entrySet()) {
String metricName = entry.getKey();
RollingWindowMap rollingWindows = entry.getValue();
TopN topN = getTopUsersForMetric(time, metricName, rollingWindows);
final int size = topN.size();
if (size == 0) {
continue;
}
String allMetricName =
createMetricName(metricName, TopConf.ALL_USERS);
map.put(allMetricName, Long.valueOf(topN.total));
for (int i = 0; i < n; i++) {
NameValuePair userEntry = topN.poll();
String userMetricName =
createMetricName(metricName, userEntry.name);
map.put(userMetricName, Long.valueOf(userEntry.value));
Op op = new Op(metricName, topN.getTotal());
window.addOp(op);
// Reverse the users from the TopUsers using a stack,
// since we'd like them sorted in descending rather than ascending order
Stack<NameValuePair> reverse = new Stack<NameValuePair>();
for (int i = 0; i < size; i++) {
reverse.push(topN.poll());
}
for (int i = 0; i < size; i++) {
NameValuePair userEntry = reverse.pop();
User user = new User(userEntry.name, Long.valueOf(userEntry.value));
op.addUser(user);
}
}
return map;
return window;
}
/**
* Calculates the top N users over a time interval.
*
* @param time the current time
* @param metricName Name of metric
* @return
*/
private TopN getTopUsersForMetric(long time, String metricName,
RollingWindowMap rollingWindows) {
TopN topN = new TopN(topUsersCnt);
Iterator<Map.Entry<String, RollingWindow>> iterator =
rollingWindows.entrySet().iterator();
while (iterator.hasNext()) {
Map.Entry<String, RollingWindow> entry = iterator.next();
String userName = entry.getKey();
RollingWindow aWindow = entry.getValue();
long windowSum = aWindow.getSum(time);
// do the gc here
if (windowSum == 0) {
LOG.debug("gc window of metric: {} userName: {}",
metricName, userName);
iterator.remove();
continue;
}
LOG.debug("offer window of metric: {} userName: {} sum: {}",
metricName, userName, windowSum);
topN.offer(new NameValuePair(userName, windowSum));
}
LOG.info("topN size for command {} is: {}", metricName, topN.size());
return topN;
}
/**
@ -190,7 +278,8 @@ public class RollingWindowManager {
}
/**
* A pair of a name and its corresponding value
* A pair of a name and its corresponding value. Defines a custom
* comparator so the TopN PriorityQueue sorts based on the count.
*/
static private class NameValuePair implements Comparable<NameValuePair> {
String name;
@ -254,12 +343,4 @@ public class RollingWindowManager {
return total;
}
}
/**
* A mapping from metric names to their absolute values and their percentage
*/
@InterfaceAudience.Private
public static class MetricValueMap extends HashMap<String, Number> {
private static final long serialVersionUID = 8936732010242400171L;
}
}

View File

@ -96,6 +96,8 @@ public class TestFSNamesystemMBean {
"MaxObjects"));
Integer numStaleStorages = (Integer) (mbs.getAttribute(
mxbeanNameFsns, "NumStaleStorages"));
String topUsers =
(String) (mbs.getAttribute(mxbeanNameFsns, "TopUserOpCounts"));
// Metrics that belong to "NameNodeInfo".
// These are metrics that FSNamesystem registers directly with MBeanServer.

View File

@ -26,9 +26,12 @@ import org.apache.hadoop.hdfs.DFSConfigKeys;
import org.apache.hadoop.hdfs.DFSTestUtil;
import org.apache.hadoop.hdfs.MiniDFSCluster;
import org.apache.hadoop.hdfs.server.datanode.DataNode;
import org.apache.hadoop.hdfs.server.namenode.top.TopConf;
import org.apache.hadoop.hdfs.server.namenode.top.window.RollingWindowManager;
import org.apache.hadoop.io.nativeio.NativeIO;
import org.apache.hadoop.io.nativeio.NativeIO.POSIX.NoMlockCacheManipulator;
import org.apache.hadoop.util.VersionInfo;
import org.codehaus.jackson.map.ObjectMapper;
import org.junit.Test;
import org.mortbay.util.ajax.JSON;
@ -38,10 +41,15 @@ import java.io.File;
import java.lang.management.ManagementFactory;
import java.net.URI;
import java.util.Collection;
import java.util.List;
import java.util.Map;
import java.util.concurrent.TimeUnit;
import static org.apache.hadoop.hdfs.server.namenode.top.window.RollingWindowManager.Op;
import static org.apache.hadoop.hdfs.server.namenode.top.window.RollingWindowManager.TopWindow;
import static org.junit.Assert.assertEquals;
import static org.junit.Assert.assertNotNull;
import static org.junit.Assert.assertNull;
import static org.junit.Assert.assertTrue;
/**
@ -257,4 +265,112 @@ public class TestNameNodeMXBean {
}
}
}
@Test(timeout=120000)
@SuppressWarnings("unchecked")
public void testTopUsers() throws Exception {
final Configuration conf = new Configuration();
MiniDFSCluster cluster = null;
try {
cluster = new MiniDFSCluster.Builder(conf).numDataNodes(0).build();
cluster.waitActive();
MBeanServer mbs = ManagementFactory.getPlatformMBeanServer();
ObjectName mxbeanNameFsns = new ObjectName(
"Hadoop:service=NameNode,name=FSNamesystemState");
FileSystem fs = cluster.getFileSystem();
final Path path = new Path("/");
final int NUM_OPS = 10;
for (int i=0; i< NUM_OPS; i++) {
fs.listStatus(path);
fs.setTimes(path, 0, 1);
}
String topUsers =
(String) (mbs.getAttribute(mxbeanNameFsns, "TopUserOpCounts"));
ObjectMapper mapper = new ObjectMapper();
Map<String, Object> map = mapper.readValue(topUsers, Map.class);
assertTrue("Could not find map key timestamp",
map.containsKey("timestamp"));
assertTrue("Could not find map key windows", map.containsKey("windows"));
List<Map<String, List<Map<String, Object>>>> windows =
(List<Map<String, List<Map<String, Object>>>>) map.get("windows");
assertEquals("Unexpected num windows", 3, windows.size());
for (Map<String, List<Map<String, Object>>> window : windows) {
final List<Map<String, Object>> ops = window.get("ops");
assertEquals("Unexpected num ops", 3, ops.size());
for (Map<String, Object> op: ops) {
final long count = Long.parseLong(op.get("totalCount").toString());
final String opType = op.get("opType").toString();
final int expected;
if (opType.equals(TopConf.ALL_CMDS)) {
expected = 2*NUM_OPS;
} else {
expected = NUM_OPS;
}
assertEquals("Unexpected total count", expected, count);
}
}
} finally {
if (cluster != null) {
cluster.shutdown();
}
}
}
@Test(timeout=120000)
public void testTopUsersDisabled() throws Exception {
final Configuration conf = new Configuration();
// Disable nntop
conf.setBoolean(DFSConfigKeys.NNTOP_ENABLED_KEY, false);
MiniDFSCluster cluster = null;
try {
cluster = new MiniDFSCluster.Builder(conf).numDataNodes(0).build();
cluster.waitActive();
MBeanServer mbs = ManagementFactory.getPlatformMBeanServer();
ObjectName mxbeanNameFsns = new ObjectName(
"Hadoop:service=NameNode,name=FSNamesystemState");
FileSystem fs = cluster.getFileSystem();
final Path path = new Path("/");
final int NUM_OPS = 10;
for (int i=0; i< NUM_OPS; i++) {
fs.listStatus(path);
fs.setTimes(path, 0, 1);
}
String topUsers =
(String) (mbs.getAttribute(mxbeanNameFsns, "TopUserOpCounts"));
assertNull("Did not expect to find TopUserOpCounts bean!", topUsers);
} finally {
if (cluster != null) {
cluster.shutdown();
}
}
}
@Test(timeout=120000)
public void testTopUsersNoPeriods() throws Exception {
final Configuration conf = new Configuration();
conf.setBoolean(DFSConfigKeys.NNTOP_ENABLED_KEY, true);
conf.set(DFSConfigKeys.NNTOP_WINDOWS_MINUTES_KEY, "");
MiniDFSCluster cluster = null;
try {
cluster = new MiniDFSCluster.Builder(conf).numDataNodes(0).build();
cluster.waitActive();
MBeanServer mbs = ManagementFactory.getPlatformMBeanServer();
ObjectName mxbeanNameFsns = new ObjectName(
"Hadoop:service=NameNode,name=FSNamesystemState");
FileSystem fs = cluster.getFileSystem();
final Path path = new Path("/");
final int NUM_OPS = 10;
for (int i=0; i< NUM_OPS; i++) {
fs.listStatus(path);
fs.setTimes(path, 0, 1);
}
String topUsers =
(String) (mbs.getAttribute(mxbeanNameFsns, "TopUserOpCounts"));
assertNotNull("Expected TopUserOpCounts bean!", topUsers);
} finally {
if (cluster != null) {
cluster.shutdown();
}
}
}
}

View File

@ -47,10 +47,7 @@ import org.apache.hadoop.hdfs.server.datanode.DataNode;
import org.apache.hadoop.hdfs.server.datanode.DataNodeTestUtils;
import org.apache.hadoop.hdfs.server.namenode.FSNamesystem;
import org.apache.hadoop.hdfs.server.namenode.NameNodeAdapter;
import org.apache.hadoop.hdfs.server.namenode.top.TopConf;
import org.apache.hadoop.hdfs.server.namenode.top.metrics.TopMetrics;
import org.apache.hadoop.hdfs.server.namenode.top.TopAuditLogger;
import org.apache.hadoop.hdfs.server.namenode.top.window.RollingWindowManager;
import org.apache.hadoop.metrics2.MetricsRecordBuilder;
import org.apache.hadoop.metrics2.MetricsSource;
import org.apache.hadoop.metrics2.lib.DefaultMetricsSystem;
@ -58,7 +55,6 @@ import org.apache.hadoop.test.MetricsAsserts;
import org.apache.hadoop.util.Time;
import org.apache.log4j.Level;
import org.junit.After;
import org.junit.Assert;
import org.junit.Before;
import org.junit.Test;
@ -93,11 +89,6 @@ public class TestNameNodeMetrics {
CONF.setBoolean(DFSConfigKeys.DFS_NAMENODE_AVOID_STALE_DATANODE_FOR_READ_KEY, true);
((Log4JLogger)LogFactory.getLog(MetricsAsserts.class))
.getLogger().setLevel(Level.DEBUG);
/**
* need it to test {@link #testTopAuditLogger}
*/
CONF.set(DFS_NAMENODE_AUDIT_LOGGERS_KEY,
TopAuditLogger.class.getName());
}
private MiniDFSCluster cluster;
@ -112,7 +103,6 @@ public class TestNameNodeMetrics {
@Before
public void setUp() throws Exception {
TopMetrics.reset();//reset the static init done by prev test
cluster = new MiniDFSCluster.Builder(CONF).numDataNodes(DATANODE_COUNT).build();
cluster.waitActive();
namesystem = cluster.getNamesystem();
@ -465,53 +455,4 @@ public class TestNameNodeMetrics {
assertQuantileGauges("Syncs1s", rb);
assertQuantileGauges("BlockReport1s", rb);
}
/**
* Test whether {@link TopMetrics} is registered with metrics system
* @throws Exception
*/
@Test
public void testTopMetrics() throws Exception {
final String testUser = "NNTopTestUser";
final String testOp = "NNTopTestOp";
final String metricName =
RollingWindowManager.createMetricName(testOp, testUser);
TopMetrics.getInstance().report(testUser, testOp);
final String regName = TopConf.TOP_METRICS_REGISTRATION_NAME;
MetricsRecordBuilder rb = getMetrics(regName);
assertGauge(metricName, 1L, rb);
}
/**
* Test whether {@link TopAuditLogger} is registered as an audit logger
* @throws Exception
*/
@Test
public void testTopAuditLogger() throws Exception {
//note: the top audit logger should already be set in conf
//issue one command, any command is fine
FileSystem fs = cluster.getFileSystem();
long time = System.currentTimeMillis();
fs.setTimes(new Path("/"), time, time);
//the command should be reflected in the total count of all users
final String testUser = TopConf.ALL_USERS;
final String testOp = TopConf.CMD_TOTAL;
final String metricName =
RollingWindowManager.createMetricName(testOp, testUser);
final String regName = TopConf.TOP_METRICS_REGISTRATION_NAME;
MetricsRecordBuilder rb = getMetrics(regName);
assertGaugeGreaterThan(metricName, 1L, rb);
}
/**
* Assert a long gauge metric greater than
* @param name of the metric
* @param expected minimum expected value of the metric
* @param rb the record builder mock used to getMetrics
*/
public static void assertGaugeGreaterThan(String name, long expected,
MetricsRecordBuilder rb) {
Assert.assertTrue("Bad value for metric " + name,
expected <= MetricsAsserts.getLongGauge(name, rb));
}
}

View File

@ -17,16 +17,19 @@
*/
package org.apache.hadoop.hdfs.server.namenode.top.window;
import static org.junit.Assert.assertEquals;
import static org.junit.Assert.assertFalse;
import static org.junit.Assert.assertTrue;
import java.util.List;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hdfs.DFSConfigKeys;
import org.apache.log4j.Level;
import org.apache.log4j.Logger;
import org.junit.Before;
import org.junit.Test;
import org.apache.hadoop.hdfs.server.namenode.top.window.RollingWindowManager.MetricValueMap;
import static org.apache.hadoop.hdfs.server.namenode.top.window.RollingWindowManager.Op;
import static org.apache.hadoop.hdfs.server.namenode.top.window.RollingWindowManager.TopWindow;
import static org.apache.hadoop.hdfs.server.namenode.top.window.RollingWindowManager.User;
import static org.junit.Assert.assertEquals;
public class TestRollingWindowManager {
@ -61,33 +64,39 @@ public class TestRollingWindowManager {
for (int i = 0; i < users.length; i++)
manager.recordMetric(time, "close", users[i], i + 1);
time++;
MetricValueMap tops = manager.snapshot(time);
TopWindow tops = manager.snapshot(time);
assertEquals("The number of returned top metrics is invalid",
2 * (N_TOP_USERS + 1), tops.size());
int userIndex = users.length - 2;
String metricName = RollingWindowManager.createMetricName("open",
users[userIndex]);
boolean includes = tops.containsKey(metricName);
assertTrue("The order of entries in top metrics is wrong", includes);
assertEquals("The reported value by top is different from recorded one",
(userIndex + 1) * 2, ((Long) tops.get(metricName)).longValue());
assertEquals("Unexpected number of ops", 2, tops.getOps().size());
for (Op op : tops.getOps()) {
final List<User> topUsers = op.getTopUsers();
assertEquals("Unexpected number of users", N_TOP_USERS, topUsers.size());
if (op.getOpType() == "open") {
for (int i = 0; i < topUsers.size(); i++) {
User user = topUsers.get(i);
assertEquals("Unexpected count for user " + user.getUser(),
(users.length-i)*2, user.getCount());
}
// Closed form of sum(range(2,42,2))
assertEquals("Unexpected total count for op",
(2+(users.length*2))*(users.length/2),
op.getTotalCount());
}
}
// move the window forward not to see the "open" results
time += WINDOW_LEN_MS - 2;
// top should not include only "close" results
tops = manager.snapshot(time);
assertEquals("The number of returned top metrics is invalid",
N_TOP_USERS + 1, tops.size());
includes = tops.containsKey(metricName);
assertFalse("After rolling, the top list still includes the stale metrics",
includes);
metricName = RollingWindowManager.createMetricName("close",
users[userIndex]);
includes = tops.containsKey(metricName);
assertTrue("The order of entries in top metrics is wrong", includes);
assertEquals("The reported value by top is different from recorded one",
(userIndex + 1), ((Long) tops.get(metricName)).longValue());
assertEquals("Unexpected number of ops", 1, tops.getOps().size());
final Op op = tops.getOps().get(0);
assertEquals("Should only see close ops", "close", op.getOpType());
final List<User> topUsers = op.getTopUsers();
for (int i = 0; i < topUsers.size(); i++) {
User user = topUsers.get(i);
assertEquals("Unexpected count for user " + user.getUser(),
(users.length-i), user.getCount());
}
// Closed form of sum(range(1,21))
assertEquals("Unexpected total count for op",
(1 + users.length) * (users.length / 2), op.getTotalCount());
}
}