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HDFS-12335. Federation Metrics. Contributed by Inigo Goiri.

This commit is contained in:
Inigo Goiri 2017-09-08 09:37:10 -07:00
parent fabe02c8fa
commit 3b19e77752
33 changed files with 3383 additions and 24 deletions
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11
hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/DFSConfigKeys.java
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@ -29,6 +29,8 @@ import org.apache.hadoop.hdfs.server.blockmanagement.BlockPlacementPolicyRackFau
import org.apache.hadoop.hdfs.server.datanode.fsdataset.impl.RamDiskReplicaLruTracker;
import org.apache.hadoop.hdfs.server.federation.resolver.FileSubclusterResolver;
import org.apache.hadoop.hdfs.server.federation.resolver.MountTableResolver;
import org.apache.hadoop.hdfs.server.federation.router.RouterRpcMonitor;
import org.apache.hadoop.hdfs.server.federation.metrics.FederationRPCPerformanceMonitor;
import org.apache.hadoop.hdfs.server.federation.resolver.ActiveNamenodeResolver;
import org.apache.hadoop.hdfs.server.federation.resolver.MembershipNamenodeResolver;
import org.apache.hadoop.hdfs.server.federation.store.driver.StateStoreDriver;
@ -1152,6 +1154,15 @@ public class DFSConfigKeys extends CommonConfigurationKeys {
FEDERATION_ROUTER_PREFIX + "rpc.enable";
public static final boolean DFS_ROUTER_RPC_ENABLE_DEFAULT = true;
public static final String DFS_ROUTER_METRICS_ENABLE =
FEDERATION_ROUTER_PREFIX + "metrics.enable";
public static final boolean DFS_ROUTER_METRICS_ENABLE_DEFAULT = true;
public static final String DFS_ROUTER_METRICS_CLASS =
FEDERATION_ROUTER_PREFIX + "metrics.class";
public static final Class<? extends RouterRpcMonitor>
DFS_ROUTER_METRICS_CLASS_DEFAULT =
FederationRPCPerformanceMonitor.class;
// HDFS Router heartbeat
public static final String DFS_ROUTER_HEARTBEAT_ENABLE =
FEDERATION_ROUTER_PREFIX + "heartbeat.enable";

204
hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/federation/metrics/FederationMBean.java Normal file
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@ -0,0 +1,204 @@
/**
* 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.hdfs.server.federation.metrics;
import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.classification.InterfaceStability;
/**
* JMX interface for the federation statistics.
*/
@InterfaceAudience.Private
@InterfaceStability.Evolving
public interface FederationMBean {
/**
* Get information about all the namenodes in the federation or null if
* failure.
* @return JSON with all the Namenodes.
*/
String getNamenodes();
/**
* Get the latest info for each registered nameservice.
* @return JSON with all the nameservices.
*/
String getNameservices();
/**
* Get the mount table for the federated filesystem or null if failure.
* @return JSON with the mount table.
*/
String getMountTable();
/**
* Get the total capacity of the federated cluster.
* @return Total capacity of the federated cluster.
*/
long getTotalCapacity();
/**
* Get the used capacity of the federated cluster.
* @return Used capacity of the federated cluster.
*/
long getUsedCapacity();
/**
* Get the remaining capacity of the federated cluster.
* @return Remaining capacity of the federated cluster.
*/
long getRemainingCapacity();
/**
* Get the number of nameservices in the federation.
* @return Number of nameservices in the federation.
*/
int getNumNameservices();
/**
* Get the number of namenodes.
* @return Number of namenodes.
*/
int getNumNamenodes();
/**
* Get the number of expired namenodes.
* @return Number of expired namenodes.
*/
int getNumExpiredNamenodes();
/**
* Get the number of live datanodes.
* @return Number of live datanodes.
*/
int getNumLiveNodes();
/**
* Get the number of dead datanodes.
* @return Number of dead datanodes.
*/
int getNumDeadNodes();
/**
* Get the number of decommissioning datanodes.
* @return Number of decommissioning datanodes.
*/
int getNumDecommissioningNodes();
/**
* Get the number of live decommissioned datanodes.
* @return Number of live decommissioned datanodes.
*/
int getNumDecomLiveNodes();
/**
* Get the number of dead decommissioned datanodes.
* @return Number of dead decommissioned datanodes.
*/
int getNumDecomDeadNodes();
/**
* Get Max, Median, Min and Standard Deviation of DataNodes usage.
* @return the DataNode usage information, as a JSON string.
*/
String getNodeUsage();
/**
* Get the number of blocks in the federation.
* @return Number of blocks in the federation.
*/
long getNumBlocks();
/**
* Get the number of missing blocks in the federation.
* @return Number of missing blocks in the federation.
*/
long getNumOfMissingBlocks();
/**
* Get the number of pending replication blocks in the federation.
* @return Number of pending replication blocks in the federation.
*/
long getNumOfBlocksPendingReplication();
/**
* Get the number of under replicated blocks in the federation.
* @return Number of under replicated blocks in the federation.
*/
long getNumOfBlocksUnderReplicated();
/**
* Get the number of pending deletion blocks in the federation.
* @return Number of pending deletion blocks in the federation.
*/
long getNumOfBlocksPendingDeletion();
/**
* Get the number of files in the federation.
* @return Number of files in the federation.
*/
long getNumFiles();
/**
* When the router started.
* @return Date as a string the router started.
*/
String getRouterStarted();
/**
* Get the version of the router.
* @return Version of the router.
*/
String getVersion();
/**
* Get the compilation date of the router.
* @return Compilation date of the router.
*/
String getCompiledDate();
/**
* Get the compilation info of the router.
* @return Compilation info of the router.
*/
String getCompileInfo();
/**
* Get the host and port of the router.
* @return Host and port of the router.
*/
String getHostAndPort();
/**
* Get the identifier of the router.
* @return Identifier of the router.
*/
String getRouterId();
/**
* Get the host and port of the router.
* @return Host and port of the router.
*/
String getClusterId();
/**
* Get the host and port of the router.
* @return Host and port of the router.
*/
String getBlockPoolId();
}

673
hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/federation/metrics/FederationMetrics.java Normal file
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@ -0,0 +1,673 @@
/**
* 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.hdfs.server.federation.metrics;
import static org.apache.hadoop.util.Time.now;
import java.io.IOException;
import java.lang.reflect.Method;
import java.text.SimpleDateFormat;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collection;
import java.util.Collections;
import java.util.Date;
import java.util.HashMap;
import java.util.LinkedHashMap;
import java.util.LinkedHashSet;
import java.util.LinkedList;
import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.function.Function;
import java.util.function.ToIntFunction;
import java.util.function.ToLongFunction;
import java.util.stream.Collectors;
import javax.management.NotCompliantMBeanException;
import javax.management.ObjectName;
import javax.management.StandardMBean;
import org.apache.hadoop.hdfs.protocol.DatanodeInfo;
import org.apache.hadoop.hdfs.protocol.HdfsConstants.DatanodeReportType;
import org.apache.hadoop.hdfs.server.federation.resolver.ActiveNamenodeResolver;
import org.apache.hadoop.hdfs.server.federation.resolver.FederationNamenodeContext;
import org.apache.hadoop.hdfs.server.federation.resolver.FederationNamespaceInfo;
import org.apache.hadoop.hdfs.server.federation.resolver.RemoteLocation;
import org.apache.hadoop.hdfs.server.federation.router.Router;
import org.apache.hadoop.hdfs.server.federation.router.RouterRpcServer;
import org.apache.hadoop.hdfs.server.federation.store.MembershipStore;
import org.apache.hadoop.hdfs.server.federation.store.MountTableStore;
import org.apache.hadoop.hdfs.server.federation.store.StateStoreService;
import org.apache.hadoop.hdfs.server.federation.store.protocol.GetMountTableEntriesRequest;
import org.apache.hadoop.hdfs.server.federation.store.protocol.GetMountTableEntriesResponse;
import org.apache.hadoop.hdfs.server.federation.store.protocol.GetNamenodeRegistrationsRequest;
import org.apache.hadoop.hdfs.server.federation.store.protocol.GetNamenodeRegistrationsResponse;
import org.apache.hadoop.hdfs.server.federation.store.protocol.GetNamespaceInfoRequest;
import org.apache.hadoop.hdfs.server.federation.store.protocol.GetNamespaceInfoResponse;
import org.apache.hadoop.hdfs.server.federation.store.records.BaseRecord;
import org.apache.hadoop.hdfs.server.federation.store.records.MembershipState;
import org.apache.hadoop.hdfs.server.federation.store.records.MembershipStats;
import org.apache.hadoop.hdfs.server.federation.store.records.MountTable;
import org.apache.hadoop.metrics2.util.MBeans;
import org.apache.hadoop.util.StringUtils;
import org.apache.hadoop.util.VersionInfo;
import org.codehaus.jettison.json.JSONObject;
import org.eclipse.jetty.util.ajax.JSON;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
/**
* Implementation of the Router metrics collector.
*/
public class FederationMetrics implements FederationMBean {
private static final Logger LOG =
LoggerFactory.getLogger(FederationMetrics.class);
/** Format for a date. */
private static final String DATE_FORMAT = "yyyy/MM/dd HH:mm:ss";
/** Router interface. */
private final Router router;
/** FederationState JMX bean. */
private ObjectName beanName;
/** Resolve the namenode for each namespace. */
private final ActiveNamenodeResolver namenodeResolver;
/** State store. */
private final StateStoreService stateStore;
/** Membership state store. */
private MembershipStore membershipStore;
/** Mount table store. */
private MountTableStore mountTableStore;
public FederationMetrics(Router router) throws IOException {
this.router = router;
try {
StandardMBean bean = new StandardMBean(this, FederationMBean.class);
this.beanName = MBeans.register("Router", "FederationState", bean);
LOG.info("Registered Router MBean: {}", this.beanName);
} catch (NotCompliantMBeanException e) {
throw new RuntimeException("Bad Router MBean setup", e);
}
// Resolve namenode for each nameservice
this.namenodeResolver = this.router.getNamenodeResolver();
// State store interfaces
this.stateStore = this.router.getStateStore();
if (this.stateStore == null) {
LOG.error("State store not available");
} else {
this.membershipStore = stateStore.getRegisteredRecordStore(
MembershipStore.class);
this.mountTableStore = stateStore.getRegisteredRecordStore(
MountTableStore.class);
}
}
/**
* Unregister the JMX beans.
*/
public void close() {
if (this.beanName != null) {
MBeans.unregister(beanName);
}
}
@Override
public String getNamenodes() {
final Map<String, Map<String, Object>> info = new LinkedHashMap<>();
try {
// Get the values from the store
GetNamenodeRegistrationsRequest request =
GetNamenodeRegistrationsRequest.newInstance();
GetNamenodeRegistrationsResponse response =
membershipStore.getNamenodeRegistrations(request);
// Order the namenodes
final List<MembershipState> namenodes = response.getNamenodeMemberships();
if (namenodes == null || namenodes.size() == 0) {
return JSON.toString(info);
}
List<MembershipState> namenodesOrder = new ArrayList<>(namenodes);
Collections.sort(namenodesOrder, MembershipState.NAME_COMPARATOR);
// Dump namenodes information into JSON
for (MembershipState namenode : namenodesOrder) {
Map<String, Object> innerInfo = new HashMap<>();
Map<String, Object> map = getJson(namenode);
innerInfo.putAll(map);
long dateModified = namenode.getDateModified();
long lastHeartbeat = getSecondsSince(dateModified);
innerInfo.put("lastHeartbeat", lastHeartbeat);
MembershipStats stats = namenode.getStats();
long used = stats.getTotalSpace() - stats.getAvailableSpace();
innerInfo.put("used", used);
info.put(namenode.getNamenodeKey(),
Collections.unmodifiableMap(innerInfo));
}
} catch (IOException e) {
LOG.error("Enable to fetch json representation of namenodes {}",
e.getMessage());
return "{}";
}
return JSON.toString(info);
}
@Override
public String getNameservices() {
final Map<String, Map<String, Object>> info = new LinkedHashMap<>();
try {
final List<MembershipState> namenodes = getActiveNamenodeRegistrations();
List<MembershipState> namenodesOrder = new ArrayList<>(namenodes);
Collections.sort(namenodesOrder, MembershipState.NAME_COMPARATOR);
// Dump namenodes information into JSON
for (MembershipState namenode : namenodesOrder) {
Map<String, Object> innerInfo = new HashMap<>();
Map<String, Object> map = getJson(namenode);
innerInfo.putAll(map);
long dateModified = namenode.getDateModified();
long lastHeartbeat = getSecondsSince(dateModified);
innerInfo.put("lastHeartbeat", lastHeartbeat);
MembershipStats stats = namenode.getStats();
long used = stats.getTotalSpace() - stats.getAvailableSpace();
innerInfo.put("used", used);
info.put(namenode.getNamenodeKey(),
Collections.unmodifiableMap(innerInfo));
}
} catch (IOException e) {
LOG.error("Cannot retrieve nameservices for JMX: {}", e.getMessage());
return "{}";
}
return JSON.toString(info);
}
@Override
public String getMountTable() {
final List<Map<String, Object>> info = new LinkedList<>();
try {
// Get all the mount points in order
GetMountTableEntriesRequest request =
GetMountTableEntriesRequest.newInstance("/");
GetMountTableEntriesResponse response =
mountTableStore.getMountTableEntries(request);
final List<MountTable> mounts = response.getEntries();
List<MountTable> orderedMounts = new ArrayList<>(mounts);
Collections.sort(orderedMounts, MountTable.SOURCE_COMPARATOR);
// Dump mount table entries information into JSON
for (MountTable entry : orderedMounts) {
// Sumarize destinations
Set<String> nameservices = new LinkedHashSet<>();
Set<String> paths = new LinkedHashSet<>();
for (RemoteLocation location : entry.getDestinations()) {
nameservices.add(location.getNameserviceId());
paths.add(location.getDest());
}
Map<String, Object> map = getJson(entry);
// We add some values with a cleaner format
map.put("dateCreated", getDateString(entry.getDateCreated()));
map.put("dateModified", getDateString(entry.getDateModified()));
Map<String, Object> innerInfo = new HashMap<>();
innerInfo.putAll(map);
innerInfo.put("nameserviceId", StringUtils.join(",", nameservices));
innerInfo.put("path", StringUtils.join(",", paths));
if (nameservices.size() > 1) {
innerInfo.put("order", entry.getDestOrder().toString());
} else {
innerInfo.put("order", "");
}
innerInfo.put("readonly", entry.isReadOnly());
info.add(Collections.unmodifiableMap(innerInfo));
}
} catch (IOException e) {
LOG.error(
"Cannot generate JSON of mount table from store: {}", e.getMessage());
return "[]";
}
return JSON.toString(info);
}
@Override
public long getTotalCapacity() {
return getNameserviceAggregatedLong(MembershipStats::getTotalSpace);
}
@Override
public long getRemainingCapacity() {
return getNameserviceAggregatedLong(MembershipStats::getAvailableSpace);
}
@Override
public long getUsedCapacity() {
return getTotalCapacity() - getRemainingCapacity();
}
@Override
public int getNumNameservices() {
try {
Set<FederationNamespaceInfo> nss = namenodeResolver.getNamespaces();
return nss.size();
} catch (IOException e) {
LOG.error(
"Cannot fetch number of expired registrations from the store: {}",
e.getMessage());
return 0;
}
}
@Override
public int getNumNamenodes() {
try {
GetNamenodeRegistrationsRequest request =
GetNamenodeRegistrationsRequest.newInstance();
GetNamenodeRegistrationsResponse response =
membershipStore.getNamenodeRegistrations(request);
List<MembershipState> memberships = response.getNamenodeMemberships();
return memberships.size();
} catch (IOException e) {
LOG.error("Cannot retrieve numNamenodes for JMX: {}", e.getMessage());
return 0;
}
}
@Override
public int getNumExpiredNamenodes() {
try {
GetNamenodeRegistrationsRequest request =
GetNamenodeRegistrationsRequest.newInstance();
GetNamenodeRegistrationsResponse response =
membershipStore.getExpiredNamenodeRegistrations(request);
List<MembershipState> expiredMemberships =
response.getNamenodeMemberships();
return expiredMemberships.size();
} catch (IOException e) {
LOG.error(
"Cannot retrieve numExpiredNamenodes for JMX: {}", e.getMessage());
return 0;
}
}
@Override
public int getNumLiveNodes() {
return getNameserviceAggregatedInt(
MembershipStats::getNumOfActiveDatanodes);
}
@Override
public int getNumDeadNodes() {
return getNameserviceAggregatedInt(MembershipStats::getNumOfDeadDatanodes);
}
@Override
public int getNumDecommissioningNodes() {
return getNameserviceAggregatedInt(
MembershipStats::getNumOfDecommissioningDatanodes);
}
@Override
public int getNumDecomLiveNodes() {
return getNameserviceAggregatedInt(
MembershipStats::getNumOfDecomActiveDatanodes);
}
@Override
public int getNumDecomDeadNodes() {
return getNameserviceAggregatedInt(
MembershipStats::getNumOfDecomDeadDatanodes);
}
@Override // NameNodeMXBean
public String getNodeUsage() {
float median = 0;
float max = 0;
float min = 0;
float dev = 0;
final Map<String, Map<String, Object>> info = new HashMap<>();
try {
RouterRpcServer rpcServer = this.router.getRpcServer();
DatanodeInfo[] live =
rpcServer.getDatanodeReport(DatanodeReportType.LIVE);
if (live.length > 0) {
float totalDfsUsed = 0;
float[] usages = new float[live.length];
int i = 0;
for (DatanodeInfo dn : live) {
usages[i++] = dn.getDfsUsedPercent();
totalDfsUsed += dn.getDfsUsedPercent();
}
totalDfsUsed /= live.length;
Arrays.sort(usages);
median = usages[usages.length / 2];
max = usages[usages.length - 1];
min = usages[0];
for (i = 0; i < usages.length; i++) {
dev += (usages[i] - totalDfsUsed) * (usages[i] - totalDfsUsed);
}
dev = (float) Math.sqrt(dev / usages.length);
}
} catch (IOException e) {
LOG.info("Cannot get the live nodes: {}", e.getMessage());
}
final Map<String, Object> innerInfo = new HashMap<>();
innerInfo.put("min", StringUtils.format("%.2f%%", min));
innerInfo.put("median", StringUtils.format("%.2f%%", median));
innerInfo.put("max", StringUtils.format("%.2f%%", max));
innerInfo.put("stdDev", StringUtils.format("%.2f%%", dev));
info.put("nodeUsage", innerInfo);
return JSON.toString(info);
}
@Override
public long getNumBlocks() {
return getNameserviceAggregatedLong(MembershipStats::getNumOfBlocks);
}
@Override
public long getNumOfMissingBlocks() {
return getNameserviceAggregatedLong(MembershipStats::getNumOfBlocksMissing);
}
@Override
public long getNumOfBlocksPendingReplication() {
return getNameserviceAggregatedLong(
MembershipStats::getNumOfBlocksPendingReplication);
}
@Override
public long getNumOfBlocksUnderReplicated() {
return getNameserviceAggregatedLong(
MembershipStats::getNumOfBlocksUnderReplicated);
}
@Override
public long getNumOfBlocksPendingDeletion() {
return getNameserviceAggregatedLong(
MembershipStats::getNumOfBlocksPendingDeletion);
}
@Override
public long getNumFiles() {
return getNameserviceAggregatedLong(MembershipStats::getNumOfFiles);
}
@Override
public String getRouterStarted() {
long startTime = this.router.getStartTime();
return new Date(startTime).toString();
}
@Override
public String getVersion() {
return VersionInfo.getVersion() + ", r" + VersionInfo.getRevision();
}
@Override
public String getCompiledDate() {
return VersionInfo.getDate();
}
@Override
public String getCompileInfo() {
return VersionInfo.getDate() + " by " + VersionInfo.getUser() + " from "
+ VersionInfo.getBranch();
}
@Override
public String getHostAndPort() {
// TODO this should be the HTTP address
return "Unknown";
}
@Override
public String getRouterId() {
return this.router.getRouterId();
}
@Override
public String getClusterId() {
try {
Collection<String> clusterIds =
getNamespaceInfo(FederationNamespaceInfo::getClusterId);
return clusterIds.toString();
} catch (IOException e) {
LOG.error("Cannot fetch cluster ID metrics: {}", e.getMessage());
return "";
}
}
@Override
public String getBlockPoolId() {
try {
Collection<String> blockpoolIds =
getNamespaceInfo(FederationNamespaceInfo::getBlockPoolId);
return blockpoolIds.toString();
} catch (IOException e) {
LOG.error("Cannot fetch block pool ID metrics: {}", e.getMessage());
return "";
}
}
/**
* Build a set of unique values found in all namespaces.
*
* @param f Method reference of the appropriate FederationNamespaceInfo
* getter function
* @return Set of unique string values found in all discovered namespaces.
* @throws IOException if the query could not be executed.
*/
private Collection<String> getNamespaceInfo(
Function<FederationNamespaceInfo, String> f) throws IOException {
GetNamespaceInfoRequest request = GetNamespaceInfoRequest.newInstance();
GetNamespaceInfoResponse response =
membershipStore.getNamespaceInfo(request);
return response.getNamespaceInfo().stream()
.map(f)
.collect(Collectors.toSet());
}
/**
* Get the aggregated value for a method for all nameservices.
* @param f Method reference
* @return Aggregated integer.
*/
private int getNameserviceAggregatedInt(ToIntFunction<MembershipStats> f) {
try {
return getActiveNamenodeRegistrations().stream()
.map(MembershipState::getStats)
.collect(Collectors.summingInt(f));
} catch (IOException e) {
LOG.error("Unable to extract metrics: {}", e.getMessage());
return 0;
}
}
/**
* Get the aggregated value for a method for all nameservices.
* @param f Method reference
* @return Aggregated long.
*/
private long getNameserviceAggregatedLong(ToLongFunction<MembershipStats> f) {
try {
return getActiveNamenodeRegistrations().stream()
.map(MembershipState::getStats)
.collect(Collectors.summingLong(f));
} catch (IOException e) {
LOG.error("Unable to extract metrics: {}", e.getMessage());
return 0;
}
}
/**
* Fetches the most active namenode memberships for all known nameservices.
* The fetched membership may not or may not be active. Excludes expired
* memberships.
* @throws IOException if the query could not be performed.
* @return List of the most active NNs from each known nameservice.
*/
private List<MembershipState> getActiveNamenodeRegistrations()
throws IOException {
List<MembershipState> resultList = new ArrayList<>();
GetNamespaceInfoRequest request = GetNamespaceInfoRequest.newInstance();
GetNamespaceInfoResponse response =
membershipStore.getNamespaceInfo(request);
for (FederationNamespaceInfo nsInfo : response.getNamespaceInfo()) {
// Fetch the most recent namenode registration
String nsId = nsInfo.getNameserviceId();
List<? extends FederationNamenodeContext> nns =
namenodeResolver.getNamenodesForNameserviceId(nsId);
if (nns != null) {
FederationNamenodeContext nn = nns.get(0);
if (nn != null && nn instanceof MembershipState) {
resultList.add((MembershipState) nn);
}
}
}
return resultList;
}
/**
* Get time as a date string.
* @param time Seconds since 1970.
* @return String representing the date.
*/
private static String getDateString(long time) {
if (time <= 0) {
return "-";
}
Date date = new Date(time);
SimpleDateFormat sdf = new SimpleDateFormat(DATE_FORMAT);
return sdf.format(date);
}
/**
* Get the number of seconds passed since a date.
*
* @param timeMs to use as a reference.
* @return Seconds since the date.
*/
private static long getSecondsSince(long timeMs) {
if (timeMs < 0) {
return -1;
}
return (now() - timeMs) / 1000;
}
/**
* Get JSON for this record.
*
* @return Map representing the data for the JSON representation.
*/
private static Map<String, Object> getJson(BaseRecord record) {
Map<String, Object> json = new HashMap<>();
Map<String, Class<?>> fields = getFields(record);
for (String fieldName : fields.keySet()) {
if (!fieldName.equalsIgnoreCase("proto")) {
try {
Object value = getField(record, fieldName);
if (value instanceof BaseRecord) {
BaseRecord recordField = (BaseRecord) value;
json.putAll(getJson(recordField));
} else {
json.put(fieldName, value == null ? JSONObject.NULL : value);
}
} catch (Exception e) {
throw new IllegalArgumentException(
"Cannot serialize field " + fieldName + " into JSON");
}
}
}
return json;
}
/**
* Returns all serializable fields in the object.
*
* @return Map with the fields.
*/
private static Map<String, Class<?>> getFields(BaseRecord record) {
Map<String, Class<?>> getters = new HashMap<>();
for (Method m : record.getClass().getDeclaredMethods()) {
if (m.getName().startsWith("get")) {
try {
Class<?> type = m.getReturnType();
char[] c = m.getName().substring(3).toCharArray();
c[0] = Character.toLowerCase(c[0]);
String key = new String(c);
getters.put(key, type);
} catch (Exception e) {
LOG.error("Cannot execute getter {} on {}", m.getName(), record);
}
}
}
return getters;
}
/**
* Fetches the value for a field name.
*
* @param fieldName the legacy name of the field.
* @return The field data or null if not found.
*/
private static Object getField(BaseRecord record, String fieldName) {
Object result = null;
Method m = locateGetter(record, fieldName);
if (m != null) {
try {
result = m.invoke(record);
} catch (Exception e) {
LOG.error("Cannot get field {} on {}", fieldName, record);
}
}
return result;
}
/**
* Finds the appropriate getter for a field name.
*
* @param fieldName The legacy name of the field.
* @return The matching getter or null if not found.
*/
private static Method locateGetter(BaseRecord record, String fieldName) {
for (Method m : record.getClass().getMethods()) {
if (m.getName().equalsIgnoreCase("get" + fieldName)) {
return m;
}
}
return null;
}
}

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/**
* 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.hdfs.server.federation.metrics;
import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.classification.InterfaceStability;
/**
* JMX interface for the RPC server.
* TODO use the default RPC MBean.
*/
@InterfaceAudience.Private
@InterfaceStability.Evolving
public interface FederationRPCMBean {
long getProxyOps();
double getProxyAvg();
long getProcessingOps();
double getProcessingAvg();
long getProxyOpFailureCommunicate();
long getProxyOpFailureStandby();
long getProxyOpNotImplemented();
long getRouterFailureStateStoreOps();
long getRouterFailureReadOnlyOps();
long getRouterFailureLockedOps();
long getRouterFailureSafemodeOps();
int getRpcServerCallQueue();
/**
* Get the number of RPC connections between the clients and the Router.
* @return Number of RPC connections between the clients and the Router.
*/
int getRpcServerNumOpenConnections();
/**
* Get the number of RPC connections between the Router and the NNs.
* @return Number of RPC connections between the Router and the NNs.
*/
int getRpcClientNumConnections();
/**
* Get the number of active RPC connections between the Router and the NNs.
* @return Number of active RPC connections between the Router and the NNs.
*/
int getRpcClientNumActiveConnections();
/**
* Get the number of RPC connections to be created.
* @return Number of RPC connections to be created.
*/
int getRpcClientNumCreatingConnections();
/**
* Get the number of connection pools between the Router and a NNs.
* @return Number of connection pools between the Router and a NNs.
*/
int getRpcClientNumConnectionPools();
/**
* JSON representation of the RPC connections from the Router to the NNs.
* @return JSON string representation.
*/
String getRpcClientConnections();
}

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/**
* 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.hdfs.server.federation.metrics;
import static org.apache.hadoop.metrics2.impl.MsInfo.ProcessName;
import static org.apache.hadoop.metrics2.impl.MsInfo.SessionId;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hdfs.server.federation.router.RouterRpcServer;
import org.apache.hadoop.metrics2.MetricsSystem;
import org.apache.hadoop.metrics2.annotation.Metric;
import org.apache.hadoop.metrics2.annotation.Metrics;
import org.apache.hadoop.metrics2.lib.DefaultMetricsSystem;
import org.apache.hadoop.metrics2.lib.MetricsRegistry;
import org.apache.hadoop.metrics2.lib.MutableCounterLong;
import org.apache.hadoop.metrics2.lib.MutableRate;
/**
* Implementation of the RPC metrics collector.
*/
@Metrics(name = "RouterRPCActivity", about = "Router RPC Activity",
context = "router")
public class FederationRPCMetrics implements FederationRPCMBean {
private final MetricsRegistry registry = new MetricsRegistry("router");
private RouterRpcServer rpcServer;
@Metric("Time for the router to process an operation internally")
private MutableRate processing;
@Metric("Number of operations the Router processed internally")
private MutableCounterLong processingOp;
@Metric("Time for the Router to proxy an operation to the Namenodes")
private MutableRate proxy;
@Metric("Number of operations the Router proxied to a Namenode")
private MutableCounterLong proxyOp;
@Metric("Number of operations to fail to reach NN")
private MutableCounterLong proxyOpFailureStandby;
@Metric("Number of operations to hit a standby NN")
private MutableCounterLong proxyOpFailureCommunicate;
@Metric("Number of operations not implemented")
private MutableCounterLong proxyOpNotImplemented;
@Metric("Failed requests due to State Store unavailable")
private MutableCounterLong routerFailureStateStore;
@Metric("Failed requests due to read only mount point")
private MutableCounterLong routerFailureReadOnly;
@Metric("Failed requests due to locked path")
private MutableCounterLong routerFailureLocked;
@Metric("Failed requests due to safe mode")
private MutableCounterLong routerFailureSafemode;
public FederationRPCMetrics(Configuration conf, RouterRpcServer rpcServer) {
this.rpcServer = rpcServer;
registry.tag(SessionId, "RouterRPCSession");
registry.tag(ProcessName, "Router");
}
public static FederationRPCMetrics create(Configuration conf,
RouterRpcServer rpcServer) {
MetricsSystem ms = DefaultMetricsSystem.instance();
return ms.register(FederationRPCMetrics.class.getName(),
"HDFS Federation RPC Metrics",
new FederationRPCMetrics(conf, rpcServer));
}
/**
* Convert nanoseconds to milliseconds.
* @param ns Time in nanoseconds.
* @return Time in milliseconds.
*/
private static double toMs(double ns) {
return ns / 1000000;
}
/**
* Reset the metrics system.
*/
public static void reset() {
MetricsSystem ms = DefaultMetricsSystem.instance();
ms.unregisterSource(FederationRPCMetrics.class.getName());
}
public void incrProxyOpFailureStandby() {
proxyOpFailureStandby.incr();
}
@Override
public long getProxyOpFailureStandby() {
return proxyOpFailureStandby.value();
}
public void incrProxyOpFailureCommunicate() {
proxyOpFailureCommunicate.incr();
}
@Override
public long getProxyOpFailureCommunicate() {
return proxyOpFailureCommunicate.value();
}
public void incrProxyOpNotImplemented() {
proxyOpNotImplemented.incr();
}
@Override
public long getProxyOpNotImplemented() {
return proxyOpNotImplemented.value();
}
public void incrRouterFailureStateStore() {
routerFailureStateStore.incr();
}
@Override
public long getRouterFailureStateStoreOps() {
return routerFailureStateStore.value();
}
public void incrRouterFailureSafemode() {
routerFailureSafemode.incr();
}
@Override
public long getRouterFailureSafemodeOps() {
return routerFailureSafemode.value();
}
public void incrRouterFailureReadOnly() {
routerFailureReadOnly.incr();
}
@Override
public long getRouterFailureReadOnlyOps() {
return routerFailureReadOnly.value();
}
public void incrRouterFailureLocked() {
routerFailureLocked.incr();
}
@Override
public long getRouterFailureLockedOps() {
return routerFailureLocked.value();
}
@Override
public int getRpcServerCallQueue() {
return rpcServer.getServer().getCallQueueLen();
}
@Override
public int getRpcServerNumOpenConnections() {
return rpcServer.getServer().getNumOpenConnections();
}
@Override
public int getRpcClientNumConnections() {
return rpcServer.getRPCClient().getNumConnections();
}
@Override
public int getRpcClientNumActiveConnections() {
return rpcServer.getRPCClient().getNumActiveConnections();
}
@Override
public int getRpcClientNumCreatingConnections() {
return rpcServer.getRPCClient().getNumCreatingConnections();
}
@Override
public int getRpcClientNumConnectionPools() {
return rpcServer.getRPCClient().getNumConnectionPools();
}
@Override
public String getRpcClientConnections() {
return rpcServer.getRPCClient().getJSON();
}
/**
* Add the time to proxy an operation from the moment the Router sends it to
* the Namenode until it replied.
* @param time Proxy time of an operation in nanoseconds.
*/
public void addProxyTime(long time) {
proxy.add(time);
proxyOp.incr();
}
@Override
public double getProxyAvg() {
return toMs(proxy.lastStat().mean());
}
@Override
public long getProxyOps() {
return proxyOp.value();
}
/**
* Add the time to process a request in the Router from the time we receive
* the call until we send it to the Namenode.
* @param time Process time of an operation in nanoseconds.
*/
public void addProcessingTime(long time) {
processing.add(time);
processingOp.incr();
}
@Override
public double getProcessingAvg() {
return toMs(processing.lastStat().mean());
}
@Override
public long getProcessingOps() {
return processingOp.value();
}
}

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/**
* 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.hdfs.server.federation.metrics;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import java.util.concurrent.ThreadFactory;
import javax.management.NotCompliantMBeanException;
import javax.management.ObjectName;
import javax.management.StandardMBean;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hdfs.server.federation.router.RouterRpcMonitor;
import org.apache.hadoop.hdfs.server.federation.router.RouterRpcServer;
import org.apache.hadoop.hdfs.server.federation.store.StateStoreService;
import org.apache.hadoop.metrics2.util.MBeans;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import com.google.common.util.concurrent.ThreadFactoryBuilder;
/**
* Customizable RPC performance monitor. Receives events from the RPC server
* and aggregates them via JMX.
*/
public class FederationRPCPerformanceMonitor implements RouterRpcMonitor {
private static final Logger LOG =
LoggerFactory.getLogger(FederationRPCPerformanceMonitor.class);
/** Time for an operation to be received in the Router. */
private static final ThreadLocal<Long> START_TIME = new ThreadLocal<>();
/** Time for an operation to be send to the Namenode. */
private static final ThreadLocal<Long> PROXY_TIME = new ThreadLocal<>();
/** Configuration for the performance monitor. */
private Configuration conf;
/** RPC server for the Router. */
private RouterRpcServer server;
/** State Store. */
private StateStoreService store;
/** JMX interface to monitor the RPC metrics. */
private FederationRPCMetrics metrics;
private ObjectName registeredBean;
/** Thread pool for logging stats. */
private ExecutorService executor;
@Override
public void init(Configuration configuration, RouterRpcServer rpcServer,
StateStoreService stateStore) {
this.conf = configuration;
this.server = rpcServer;
this.store = stateStore;
// Create metrics
this.metrics = FederationRPCMetrics.create(conf, server);
// Create thread pool
ThreadFactory threadFactory = new ThreadFactoryBuilder()
.setNameFormat("Federation RPC Performance Monitor-%d").build();
this.executor = Executors.newFixedThreadPool(1, threadFactory);
// Adding JMX interface
try {
StandardMBean bean =
new StandardMBean(this.metrics, FederationRPCMBean.class);
registeredBean = MBeans.register("Router", "FederationRPC", bean);
LOG.info("Registered FederationRPCMBean: {}", registeredBean);
} catch (NotCompliantMBeanException e) {
throw new RuntimeException("Bad FederationRPCMBean setup", e);
}
}
@Override
public void close() {
if (registeredBean != null) {
MBeans.unregister(registeredBean);
registeredBean = null;
}
if (this.executor != null) {
this.executor.shutdown();
}
}
/**
* Resets all RPC service performance counters to their defaults.
*/
public void resetPerfCounters() {
if (registeredBean != null) {
MBeans.unregister(registeredBean);
registeredBean = null;
}
if (metrics != null) {
FederationRPCMetrics.reset();
metrics = null;
}
init(conf, server, store);
}
@Override
public void startOp() {
START_TIME.set(this.getNow());
}
@Override
public long proxyOp() {
PROXY_TIME.set(this.getNow());
long processingTime = getProcessingTime();
if (processingTime >= 0) {
metrics.addProcessingTime(processingTime);
}
return Thread.currentThread().getId();
}
@Override
public void proxyOpComplete(boolean success) {
if (success) {
long proxyTime = getProxyTime();
if (proxyTime >= 0) {
metrics.addProxyTime(proxyTime);
}
}
}
@Override
public void proxyOpFailureStandby() {
metrics.incrProxyOpFailureStandby();
}
@Override
public void proxyOpFailureCommunicate() {
metrics.incrProxyOpFailureCommunicate();
}
@Override
public void proxyOpNotImplemented() {
metrics.incrProxyOpNotImplemented();
}
@Override
public void routerFailureStateStore() {
metrics.incrRouterFailureStateStore();
}
@Override
public void routerFailureSafemode() {
metrics.incrRouterFailureSafemode();
}
@Override
public void routerFailureReadOnly() {
metrics.incrRouterFailureReadOnly();
}
@Override
public void routerFailureLocked() {
metrics.incrRouterFailureLocked();
}
/**
* Get current time.
* @return Current time in nanoseconds.
*/
private long getNow() {
return System.nanoTime();
}
/**
* Get time between we receiving the operation and sending it to the Namenode.
* @return Processing time in nanoseconds.
*/
private long getProcessingTime() {
if (START_TIME.get() != null && START_TIME.get() > 0 &&
PROXY_TIME.get() != null && PROXY_TIME.get() > 0) {
return PROXY_TIME.get() - START_TIME.get();
}
return -1;
}
/**
* Get time between now and when the operation was forwarded to the Namenode.
* @return Current proxy time in nanoseconds.
*/
private long getProxyTime() {
if (PROXY_TIME.get() != null && PROXY_TIME.get() > 0) {
return getNow() - PROXY_TIME.get();
}
return -1;
}
}

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/**
* 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.hdfs.server.federation.metrics;
import static org.apache.hadoop.util.Time.now;
import java.io.IOException;
import java.lang.management.ManagementFactory;
import java.util.Collection;
import java.util.Collections;
import java.util.HashMap;
import java.util.Map;
import java.util.function.Function;
import java.util.stream.Collectors;
import javax.management.NotCompliantMBeanException;
import javax.management.ObjectName;
import javax.management.StandardMBean;
import org.apache.hadoop.ha.HAServiceProtocol.HAServiceState;
import org.apache.hadoop.hdfs.DFSUtilClient;
import org.apache.hadoop.hdfs.protocol.DatanodeInfo;
import org.apache.hadoop.hdfs.protocol.HdfsConstants.DatanodeReportType;
import org.apache.hadoop.hdfs.protocol.RollingUpgradeInfo;
import org.apache.hadoop.hdfs.server.common.HdfsServerConstants.NamenodeRole;
import org.apache.hadoop.hdfs.server.federation.resolver.FederationNamespaceInfo;
import org.apache.hadoop.hdfs.server.federation.router.Router;
import org.apache.hadoop.hdfs.server.federation.router.RouterRpcServer;
import org.apache.hadoop.hdfs.server.federation.store.MembershipStore;
import org.apache.hadoop.hdfs.server.federation.store.StateStoreService;
import org.apache.hadoop.hdfs.server.federation.store.protocol.GetNamespaceInfoRequest;
import org.apache.hadoop.hdfs.server.federation.store.protocol.GetNamespaceInfoResponse;
import org.apache.hadoop.hdfs.server.namenode.NameNodeMXBean;
import org.apache.hadoop.hdfs.server.namenode.NameNodeStatusMXBean;
import org.apache.hadoop.hdfs.server.namenode.metrics.FSNamesystemMBean;
import org.apache.hadoop.ipc.StandbyException;
import org.apache.hadoop.metrics2.util.MBeans;
import org.apache.hadoop.net.NetUtils;
import org.apache.hadoop.util.VersionInfo;
import org.eclipse.jetty.util.ajax.JSON;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
/**
* Expose the Namenode metrics as the Router was one.
*/
public class NamenodeBeanMetrics
implements FSNamesystemMBean, NameNodeMXBean, NameNodeStatusMXBean {
private static final Logger LOG =
LoggerFactory.getLogger(NamenodeBeanMetrics.class);
private final Router router;
/** FSNamesystem bean. */
private ObjectName fsBeanName;
/** FSNamesystemState bean. */
private ObjectName fsStateBeanName;
/** NameNodeInfo bean. */
private ObjectName nnInfoBeanName;
/** NameNodeStatus bean. */
private ObjectName nnStatusBeanName;
public NamenodeBeanMetrics(Router router) {
this.router = router;
try {
// TODO this needs to be done with the Metrics from FSNamesystem
StandardMBean bean = new StandardMBean(this, FSNamesystemMBean.class);
this.fsBeanName = MBeans.register("NameNode", "FSNamesystem", bean);
LOG.info("Registered FSNamesystem MBean: {}", this.fsBeanName);
} catch (NotCompliantMBeanException e) {
throw new RuntimeException("Bad FSNamesystem MBean setup", e);
}
try {
StandardMBean bean = new StandardMBean(this, FSNamesystemMBean.class);
this.fsStateBeanName =
MBeans.register("NameNode", "FSNamesystemState", bean);
LOG.info("Registered FSNamesystemState MBean: {}", this.fsStateBeanName);
} catch (NotCompliantMBeanException e) {
throw new RuntimeException("Bad FSNamesystemState MBean setup", e);
}
try {
StandardMBean bean = new StandardMBean(this, NameNodeMXBean.class);
this.nnInfoBeanName = MBeans.register("NameNode", "NameNodeInfo", bean);
LOG.info("Registered NameNodeInfo MBean: {}", this.nnInfoBeanName);
} catch (NotCompliantMBeanException e) {
throw new RuntimeException("Bad NameNodeInfo MBean setup", e);
}
try {
StandardMBean bean = new StandardMBean(this, NameNodeStatusMXBean.class);
this.nnStatusBeanName =
MBeans.register("NameNode", "NameNodeStatus", bean);
LOG.info("Registered NameNodeStatus MBean: {}", this.nnStatusBeanName);
} catch (NotCompliantMBeanException e) {
throw new RuntimeException("Bad NameNodeStatus MBean setup", e);
}
}
/**
* De-register the JMX interfaces.
*/
public void close() {
if (fsStateBeanName != null) {
MBeans.unregister(fsStateBeanName);
fsStateBeanName = null;
}
if (nnInfoBeanName != null) {
MBeans.unregister(nnInfoBeanName);
nnInfoBeanName = null;
}
// Remove the NameNode status bean
if (nnStatusBeanName != null) {
MBeans.unregister(nnStatusBeanName);
nnStatusBeanName = null;
}
}
private FederationMetrics getFederationMetrics() {
return this.router.getMetrics();
}
/////////////////////////////////////////////////////////
// NameNodeMXBean
/////////////////////////////////////////////////////////
@Override
public String getVersion() {
return VersionInfo.getVersion() + ", r" + VersionInfo.getRevision();
}
@Override
public String getSoftwareVersion() {
return VersionInfo.getVersion();
}
@Override
public long getUsed() {
return getFederationMetrics().getUsedCapacity();
}
@Override
public long getFree() {
return getFederationMetrics().getRemainingCapacity();
}
@Override
public long getTotal() {
return getFederationMetrics().getTotalCapacity();
}
@Override
public String getSafemode() {
// We assume that the global federated view is never in safe mode
return "";
}
@Override
public boolean isUpgradeFinalized() {
// We assume the upgrade is always finalized in a federated biew
return true;
}
@Override
public RollingUpgradeInfo.Bean getRollingUpgradeStatus() {
return null;
}
@Override
public long getNonDfsUsedSpace() {
return 0;
}
@Override
public float getPercentUsed() {
return DFSUtilClient.getPercentUsed(getCapacityUsed(), getCapacityTotal());
}
@Override
public float getPercentRemaining() {
return DFSUtilClient.getPercentUsed(
getCapacityRemaining(), getCapacityTotal());
}
@Override
public long getCacheUsed() {
return 0;
}
@Override
public long getCacheCapacity() {
return 0;
}
@Override
public long getBlockPoolUsedSpace() {
return 0;
}
@Override
public float getPercentBlockPoolUsed() {
return 0;
}
@Override
public long getTotalBlocks() {
return getFederationMetrics().getNumBlocks();
}
@Override
public long getNumberOfMissingBlocks() {
return getFederationMetrics().getNumOfMissingBlocks();
}
@Override
@Deprecated
public long getPendingReplicationBlocks() {
return getFederationMetrics().getNumOfBlocksPendingReplication();
}
@Override
public long getPendingReconstructionBlocks() {
return getFederationMetrics().getNumOfBlocksPendingReplication();
}
@Override
@Deprecated
public long getUnderReplicatedBlocks() {
return getFederationMetrics().getNumOfBlocksUnderReplicated();
}
@Override
public long getLowRedundancyBlocks() {
return getFederationMetrics().getNumOfBlocksUnderReplicated();
}
@Override
public long getPendingDeletionBlocks() {
return getFederationMetrics().getNumOfBlocksPendingDeletion();
}
@Override
public long getScheduledReplicationBlocks() {
return -1;
}
@Override
public long getNumberOfMissingBlocksWithReplicationFactorOne() {
return 0;
}
@Override
public String getCorruptFiles() {
return "N/A";
}
@Override
public int getThreads() {
return ManagementFactory.getThreadMXBean().getThreadCount();
}
@Override
public String getLiveNodes() {
return this.getNodes(DatanodeReportType.LIVE);
}
@Override
public String getDeadNodes() {
return this.getNodes(DatanodeReportType.DEAD);
}
@Override
public String getDecomNodes() {
return this.getNodes(DatanodeReportType.DECOMMISSIONING);
}
/**
* Get all the nodes in the federation from a particular type.
* TODO this is expensive, we may want to cache it.
* @param type Type of the datanodes to check.
* @return JSON with the nodes.
*/
private String getNodes(DatanodeReportType type) {
final Map<String, Map<String, Object>> info = new HashMap<>();
try {
RouterRpcServer rpcServer = this.router.getRpcServer();
DatanodeInfo[] datanodes = rpcServer.getDatanodeReport(type);
for (DatanodeInfo node : datanodes) {
Map<String, Object> innerinfo = new HashMap<>();
innerinfo.put("infoAddr", node.getInfoAddr());
innerinfo.put("infoSecureAddr", node.getInfoSecureAddr());
innerinfo.put("xferaddr", node.getXferAddr());
innerinfo.put("location", node.getNetworkLocation());
innerinfo.put("lastContact", getLastContact(node));
innerinfo.put("usedSpace", node.getDfsUsed());
innerinfo.put("adminState", node.getAdminState().toString());
innerinfo.put("nonDfsUsedSpace", node.getNonDfsUsed());
innerinfo.put("capacity", node.getCapacity());
innerinfo.put("numBlocks", -1); // node.numBlocks()
innerinfo.put("version", (node.getSoftwareVersion() == null ?
"UNKNOWN" : node.getSoftwareVersion()));
innerinfo.put("used", node.getDfsUsed());
innerinfo.put("remaining", node.getRemaining());
innerinfo.put("blockScheduled", -1); // node.getBlocksScheduled()
innerinfo.put("blockPoolUsed", node.getBlockPoolUsed());
innerinfo.put("blockPoolUsedPercent", node.getBlockPoolUsedPercent());
innerinfo.put("volfails", -1); // node.getVolumeFailures()
info.put(node.getHostName() + ":" + node.getXferPort(),
Collections.unmodifiableMap(innerinfo));
}
} catch (StandbyException e) {
LOG.error("Cannot get {} nodes, Router in safe mode", type);
} catch (IOException e) {
LOG.error("Cannot get " + type + " nodes", e);
}
return JSON.toString(info);
}
@Override
public String getClusterId() {
try {
return getNamespaceInfo(FederationNamespaceInfo::getClusterId).toString();
} catch (IOException e) {
LOG.error("Cannot fetch cluster ID metrics {}", e.getMessage());
return "";
}
}
@Override
public String getBlockPoolId() {
try {
return
getNamespaceInfo(FederationNamespaceInfo::getBlockPoolId).toString();
} catch (IOException e) {
LOG.error("Cannot fetch block pool ID metrics {}", e.getMessage());
return "";
}
}
/**
* Build a set of unique values found in all namespaces.
*
* @param f Method reference of the appropriate FederationNamespaceInfo
* getter function
* @return Set of unique string values found in all discovered namespaces.
* @throws IOException if the query could not be executed.
*/
private Collection<String> getNamespaceInfo(
Function<FederationNamespaceInfo, String> f) throws IOException {
StateStoreService stateStore = router.getStateStore();
MembershipStore membershipStore =
stateStore.getRegisteredRecordStore(MembershipStore.class);
GetNamespaceInfoRequest request = GetNamespaceInfoRequest.newInstance();
GetNamespaceInfoResponse response =
membershipStore.getNamespaceInfo(request);
return response.getNamespaceInfo().stream()
.map(f)
.collect(Collectors.toSet());
}
@Override
public String getNameDirStatuses() {
return "N/A";
}
@Override
public String getNodeUsage() {
return "N/A";
}
@Override
public String getNameJournalStatus() {
return "N/A";
}
@Override
public String getJournalTransactionInfo() {
return "N/A";
}
@Override
public long getNNStartedTimeInMillis() {
return this.router.getStartTime();
}
@Override
public String getCompileInfo() {
return VersionInfo.getDate() + " by " + VersionInfo.getUser() +
" from " + VersionInfo.getBranch();
}
@Override
public int getDistinctVersionCount() {
return 0;
}
@Override
public Map<String, Integer> getDistinctVersions() {
return null;
}
/////////////////////////////////////////////////////////
// FSNamesystemMBean
/////////////////////////////////////////////////////////
@Override
public String getFSState() {
// We assume is not in safe mode
return "Operational";
}
@Override
public long getBlocksTotal() {
return this.getTotalBlocks();
}
@Override
public long getCapacityTotal() {
return this.getTotal();
}
@Override
public long getCapacityRemaining() {
return this.getFree();
}
@Override
public long getCapacityUsed() {
return this.getUsed();
}
@Override
public long getFilesTotal() {
return getFederationMetrics().getNumFiles();
}
@Override
public int getTotalLoad() {
return -1;
}
@Override
public int getNumLiveDataNodes() {
return this.router.getMetrics().getNumLiveNodes();
}
@Override
public int getNumDeadDataNodes() {
return this.router.getMetrics().getNumDeadNodes();
}
@Override
public int getNumStaleDataNodes() {
return -1;
}
@Override
public int getNumDecomLiveDataNodes() {
return this.router.getMetrics().getNumDecomLiveNodes();
}
@Override
public int getNumDecomDeadDataNodes() {
return this.router.getMetrics().getNumDecomDeadNodes();
}
@Override
public int getNumDecommissioningDataNodes() {
return this.router.getMetrics().getNumDecommissioningNodes();
}
@Override
public int getNumInMaintenanceLiveDataNodes() {
return 0;
}
@Override
public int getNumInMaintenanceDeadDataNodes() {
return 0;
}
@Override
public int getNumEnteringMaintenanceDataNodes() {
return 0;
}
@Override
public int getVolumeFailuresTotal() {
return 0;
}
@Override
public long getEstimatedCapacityLostTotal() {
return 0;
}
@Override
public String getSnapshotStats() {
return null;
}
@Override
public long getMaxObjects() {
return 0;
}
@Override
public long getBlockDeletionStartTime() {
return -1;
}
@Override
public int getNumStaleStorages() {
return -1;
}
@Override
public String getTopUserOpCounts() {
return "N/A";
}
@Override
public int getFsLockQueueLength() {
return 0;
}
@Override
public long getTotalSyncCount() {
return 0;
}
@Override
public String getTotalSyncTimes() {
return "";
}
private long getLastContact(DatanodeInfo node) {
return (now() - node.getLastUpdate()) / 1000;
}
/////////////////////////////////////////////////////////
// NameNodeStatusMXBean
/////////////////////////////////////////////////////////
@Override
public String getNNRole() {
return NamenodeRole.NAMENODE.toString();
}
@Override
public String getState() {
return HAServiceState.ACTIVE.toString();
}
@Override
public String getHostAndPort() {
return NetUtils.getHostPortString(router.getRpcServerAddress());
}
@Override
public boolean isSecurityEnabled() {
return false;
}
@Override
public long getLastHATransitionTime() {
return 0;
}
@Override
public long getBytesWithFutureGenerationStamps() {
return 0;
}
@Override
public String getSlowPeersReport() {
return "N/A";
}
@Override
public String getSlowDisksReport() {
return "N/A";
}
@Override
public long getNumberOfSnapshottableDirs() {
return 0;
}
@Override
public String getEnteringMaintenanceNodes() {
return "N/A";
}
@Override
public String getNameDirSize() {
return "N/A";
}
@Override
public int getNumEncryptionZones() {
return 0;
}
}

45
hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/federation/metrics/StateStoreMBean.java Normal file
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@ -0,0 +1,45 @@
/**
* 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.hdfs.server.federation.metrics;
import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.classification.InterfaceStability;
/**
* JMX interface for the State Store metrics.
*/
@InterfaceAudience.Private
@InterfaceStability.Evolving
public interface StateStoreMBean {
long getReadOps();
double getReadAvg();
long getWriteOps();
double getWriteAvg();
long getFailureOps();
double getFailureAvg();
long getRemoveOps();
double getRemoveAvg();
}

144
hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/federation/metrics/StateStoreMetrics.java Normal file
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@ -0,0 +1,144 @@
/**
* 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.hdfs.server.federation.metrics;
import static org.apache.hadoop.metrics2.impl.MsInfo.ProcessName;
import static org.apache.hadoop.metrics2.impl.MsInfo.SessionId;
import java.util.HashMap;
import java.util.Map;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.metrics2.MetricsSystem;
import org.apache.hadoop.metrics2.annotation.Metric;
import org.apache.hadoop.metrics2.annotation.Metrics;
import org.apache.hadoop.metrics2.lib.DefaultMetricsSystem;
import org.apache.hadoop.metrics2.lib.MetricsRegistry;
import org.apache.hadoop.metrics2.lib.MutableGaugeInt;
import org.apache.hadoop.metrics2.lib.MutableRate;
import com.google.common.annotations.VisibleForTesting;
/**
* Implementations of the JMX interface for the State Store metrics.
*/
@Metrics(name = "StateStoreActivity", about = "Router metrics",
context = "router")
public final class StateStoreMetrics implements StateStoreMBean {
private final MetricsRegistry registry = new MetricsRegistry("router");
@Metric("GET transactions")
private MutableRate reads;
@Metric("PUT transactions")
private MutableRate writes;
@Metric("REMOVE transactions")
private MutableRate removes;
@Metric("Failed transactions")
private MutableRate failures;
private Map<String, MutableGaugeInt> cacheSizes;
private StateStoreMetrics(Configuration conf) {
registry.tag(SessionId, "RouterSession");
registry.tag(ProcessName, "Router");
cacheSizes = new HashMap<>();
}
public static StateStoreMetrics create(Configuration conf) {
MetricsSystem ms = DefaultMetricsSystem.instance();
return ms.register(new StateStoreMetrics(conf));
}
public void shutdown() {
DefaultMetricsSystem.shutdown();
reset();
}
public void addRead(long latency) {
reads.add(latency);
}
public long getReadOps() {
return reads.lastStat().numSamples();
}
public double getReadAvg() {
return reads.lastStat().mean();
}
public void addWrite(long latency) {
writes.add(latency);
}
public long getWriteOps() {
return writes.lastStat().numSamples();
}
public double getWriteAvg() {
return writes.lastStat().mean();
}
public void addFailure(long latency) {
failures.add(latency);
}
public long getFailureOps() {
return failures.lastStat().numSamples();
}
public double getFailureAvg() {
return failures.lastStat().mean();
}
public void addRemove(long latency) {
removes.add(latency);
}
public long getRemoveOps() {
return removes.lastStat().numSamples();
}
public double getRemoveAvg() {
return removes.lastStat().mean();
}
/**
* Set the size of the cache for a State Store interface.
*
* @param name Name of the record to cache.
* @param size Number of records.
*/
public void setCacheSize(String name, int size) {
String counterName = "Cache" + name + "Size";
MutableGaugeInt counter = cacheSizes.get(counterName);
if (counter == null) {
counter = registry.newGauge(counterName, name, size);
cacheSizes.put(counterName, counter);
}
counter.set(size);
}
@VisibleForTesting
public void reset() {
reads.resetMinMax();
writes.resetMinMax();
removes.resetMinMax();
failures.resetMinMax();
}
}

27
hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/federation/metrics/package-info.java Normal file
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@ -0,0 +1,27 @@
/**
* 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.
*/
/**
* Report metrics for Router-based Federation.
*/
@InterfaceAudience.Private
@InterfaceStability.Evolving
package org.apache.hadoop.hdfs.server.federation.metrics;
import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.classification.InterfaceStability;

23
hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/federation/router/ConnectionManager.java
View File

@ -23,6 +23,7 @@ import java.util.LinkedList;
import java.util.List;
import java.util.Map;
import java.util.Map.Entry;
import java.util.TreeMap;
import java.util.concurrent.ArrayBlockingQueue;
import java.util.concurrent.BlockingQueue;
import java.util.concurrent.ScheduledThreadPoolExecutor;
@ -35,6 +36,7 @@ import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hdfs.DFSConfigKeys;
import org.apache.hadoop.security.UserGroupInformation;
import org.apache.hadoop.util.Time;
import org.eclipse.jetty.util.ajax.JSON;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
@ -282,6 +284,27 @@ public class ConnectionManager {
return this.creatorQueue.size();
}
/**
* Get a JSON representation of the connection pool.
*
* @return JSON representation of all the connection pools.
*/
public String getJSON() {
final Map<String, String> info = new TreeMap<>();
readLock.lock();
try {
for (Entry<ConnectionPoolId, ConnectionPool> entry :
this.pools.entrySet()) {
ConnectionPoolId connectionPoolId = entry.getKey();
ConnectionPool pool = entry.getValue();
info.put(connectionPoolId.toString(), pool.getJSON());
}
} finally {
readLock.unlock();
}
return JSON.toString(info);
}
/**
* Removes stale connections not accessed recently from the pool. This is
* invoked periodically.

23
hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/federation/router/ConnectionPool.java
View File

@ -20,8 +20,10 @@ package org.apache.hadoop.hdfs.server.federation.router;
import java.io.IOException;
import java.net.InetSocketAddress;
import java.util.ArrayList;
import java.util.LinkedHashMap;
import java.util.LinkedList;
import java.util.List;
import java.util.Map;
import java.util.concurrent.TimeUnit;
import java.util.concurrent.atomic.AtomicInteger;
@ -46,6 +48,7 @@ import org.apache.hadoop.security.SaslRpcServer;
import org.apache.hadoop.security.SecurityUtil;
import org.apache.hadoop.security.UserGroupInformation;
import org.apache.hadoop.util.Time;
import org.eclipse.jetty.util.ajax.JSON;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
@ -257,6 +260,26 @@ public class ConnectionPool {
return this.connectionPoolId.toString();
}
/**
* JSON representation of the connection pool.
*
* @return String representation of the JSON.
*/
public String getJSON() {
final Map<String, String> info = new LinkedHashMap<>();
info.put("active", Integer.toString(getNumActiveConnections()));
info.put("total", Integer.toString(getNumConnections()));
if (LOG.isDebugEnabled()) {
List<ConnectionContext> tmpConnections = this.connections;
for (int i=0; i<tmpConnections.size(); i++) {
ConnectionContext connection = tmpConnections.get(i);
info.put(i + " active", Boolean.toString(connection.isActive()));
info.put(i + " closed", Boolean.toString(connection.isClosed()));
}
}
return JSON.toString(info);
}
/**
* Create a new proxy wrapper for a client NN connection.
* @return Proxy for the target ClientProtocol that contains the user's

62
hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/federation/router/Router.java
View File

@ -36,10 +36,14 @@ import org.apache.hadoop.hdfs.DFSConfigKeys;
import org.apache.hadoop.hdfs.DFSUtil;
import org.apache.hadoop.hdfs.HAUtil;
import org.apache.hadoop.hdfs.HdfsConfiguration;
import org.apache.hadoop.hdfs.server.federation.metrics.FederationMetrics;
import org.apache.hadoop.hdfs.server.federation.resolver.ActiveNamenodeResolver;
import org.apache.hadoop.hdfs.server.federation.resolver.FileSubclusterResolver;
import org.apache.hadoop.hdfs.server.federation.store.StateStoreService;
import org.apache.hadoop.metrics2.lib.DefaultMetricsSystem;
import org.apache.hadoop.metrics2.source.JvmMetrics;
import org.apache.hadoop.service.CompositeService;
import org.apache.hadoop.util.JvmPauseMonitor;
import org.apache.hadoop.util.ShutdownHookManager;
import org.apache.hadoop.util.StringUtils;
import org.slf4j.Logger;
@ -96,6 +100,12 @@ public class Router extends CompositeService {
/** Updates the namenode status in the namenode resolver. */
private Collection<NamenodeHeartbeatService> namenodeHearbeatServices;
/** Router metrics. */
private RouterMetricsService metrics;
/** JVM pauses (GC and others). */
private JvmPauseMonitor pauseMonitor;
/** Usage string for help message. */
private static final String USAGE = "Usage: java Router";
@ -174,18 +184,46 @@ public class Router extends CompositeService {
}
}
// Router metrics system
if (conf.getBoolean(
DFSConfigKeys.DFS_ROUTER_METRICS_ENABLE,
DFSConfigKeys.DFS_ROUTER_METRICS_ENABLE_DEFAULT)) {
DefaultMetricsSystem.initialize("Router");
this.metrics = new RouterMetricsService(this);
addService(this.metrics);
// JVM pause monitor
this.pauseMonitor = new JvmPauseMonitor();
this.pauseMonitor.init(conf);
}
super.serviceInit(conf);
}
@Override
protected void serviceStart() throws Exception {
if (this.pauseMonitor != null) {
this.pauseMonitor.start();
JvmMetrics jvmMetrics = this.metrics.getJvmMetrics();
if (jvmMetrics != null) {
jvmMetrics.setPauseMonitor(pauseMonitor);
}
}
super.serviceStart();
}
@Override
protected void serviceStop() throws Exception {
// JVM pause monitor
if (this.pauseMonitor != null) {
this.pauseMonitor.stop();
}
super.serviceStop();
}
@ -418,6 +456,30 @@ public class Router extends CompositeService {
return this.stateStore;
}
/**
* Get the metrics system for the Router.
*
* @return Router metrics.
*/
public RouterMetrics getRouterMetrics() {
if (this.metrics != null) {
return this.metrics.getRouterMetrics();
}
return null;
}
/**
* Get the federation metrics.
*
* @return Federation metrics.
*/
public FederationMetrics getMetrics() {
if (this.metrics != null) {
return this.metrics.getFederationMetrics();
}
return null;
}
/**
* Get the subcluster resolver for files.
*

73
hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/federation/router/RouterMetrics.java Normal file
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@ -0,0 +1,73 @@
/**
* 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.hdfs.server.federation.router;
import static org.apache.hadoop.metrics2.impl.MsInfo.ProcessName;
import static org.apache.hadoop.metrics2.impl.MsInfo.SessionId;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hdfs.DFSConfigKeys;
import org.apache.hadoop.metrics2.MetricsSystem;
import org.apache.hadoop.metrics2.annotation.Metric;
import org.apache.hadoop.metrics2.annotation.Metrics;
import org.apache.hadoop.metrics2.lib.DefaultMetricsSystem;
import org.apache.hadoop.metrics2.lib.MetricsRegistry;
import org.apache.hadoop.metrics2.lib.MutableGaugeInt;
import org.apache.hadoop.metrics2.source.JvmMetrics;
/**
* This class is for maintaining the various Router activity statistics
* and publishing them through the metrics interfaces.
*/
@Metrics(name="RouterActivity", about="Router metrics", context="dfs")
public class RouterMetrics {
private final MetricsRegistry registry = new MetricsRegistry("router");
@Metric("Duration in SafeMode at startup in msec")
private MutableGaugeInt safeModeTime;
private JvmMetrics jvmMetrics = null;
RouterMetrics(
String processName, String sessionId, final JvmMetrics jvmMetrics) {
this.jvmMetrics = jvmMetrics;
registry.tag(ProcessName, processName).tag(SessionId, sessionId);
}
public static RouterMetrics create(Configuration conf) {
String sessionId = conf.get(DFSConfigKeys.DFS_METRICS_SESSION_ID_KEY);
String processName = "Router";
MetricsSystem ms = DefaultMetricsSystem.instance();
JvmMetrics jm = JvmMetrics.create(processName, sessionId, ms);
return ms.register(new RouterMetrics(processName, sessionId, jm));
}
public JvmMetrics getJvmMetrics() {
return jvmMetrics;
}
public void shutdown() {
DefaultMetricsSystem.shutdown();
}
public void setSafeModeTime(long elapsed) {
safeModeTime.set((int) elapsed);
}
}

108
hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/federation/router/RouterMetricsService.java Normal file
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@ -0,0 +1,108 @@
/**
* 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.hdfs.server.federation.router;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hdfs.server.federation.metrics.FederationMetrics;
import org.apache.hadoop.hdfs.server.federation.metrics.NamenodeBeanMetrics;
import org.apache.hadoop.metrics2.source.JvmMetrics;
import org.apache.hadoop.service.AbstractService;
/**
* Service to manage the metrics of the Router.
*/
public class RouterMetricsService extends AbstractService {
/** Router for this metrics. */
private final Router router;
/** Router metrics. */
private RouterMetrics routerMetrics;
/** Federation metrics. */
private FederationMetrics federationMetrics;
/** Namenode mock metrics. */
private NamenodeBeanMetrics nnMetrics;
public RouterMetricsService(final Router router) {
super(RouterMetricsService.class.getName());
this.router = router;
}
@Override
protected void serviceInit(Configuration configuration) throws Exception {
this.routerMetrics = RouterMetrics.create(configuration);
}
@Override
protected void serviceStart() throws Exception {
// Wrapper for all the FSNamesystem JMX interfaces
this.nnMetrics = new NamenodeBeanMetrics(this.router);
// Federation MBean JMX interface
this.federationMetrics = new FederationMetrics(this.router);
}
@Override
protected void serviceStop() throws Exception {
// Remove JMX interfaces
if (this.federationMetrics != null) {
this.federationMetrics.close();
}
// Remove Namenode JMX interfaces
if (this.nnMetrics != null) {
this.nnMetrics.close();
}
// Shutdown metrics
if (this.routerMetrics != null) {
this.routerMetrics.shutdown();
}
}
/**
* Get the metrics system for the Router.
*
* @return Router metrics.
*/
public RouterMetrics getRouterMetrics() {
return this.routerMetrics;
}
/**
* Get the federation metrics.
*
* @return Federation metrics.
*/
public FederationMetrics getFederationMetrics() {
return this.federationMetrics;
}
/**
* Get the JVM metrics for the Router.
*
* @return JVM metrics.
*/
public JvmMetrics getJvmMetrics() {
if (this.routerMetrics == null) {
return null;
}
return this.routerMetrics.getJvmMetrics();
}
}

39
hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/federation/router/RouterRpcClient.java
View File

@ -97,6 +97,8 @@ public class RouterRpcClient {
private final ExecutorService executorService;
/** Retry policy for router -> NN communication. */
private final RetryPolicy retryPolicy;
/** Optional perf monitor. */
private final RouterRpcMonitor rpcMonitor;
/** Pattern to parse a stack trace line. */
private static final Pattern STACK_TRACE_PATTERN =
@ -111,8 +113,7 @@ public class RouterRpcClient {
* @param monitor Optional performance monitor.
*/
public RouterRpcClient(Configuration conf, String identifier,
ActiveNamenodeResolver resolver) {
ActiveNamenodeResolver resolver, RouterRpcMonitor monitor) {
this.routerId = identifier;
this.namenodeResolver = resolver;
@ -125,6 +126,8 @@ public class RouterRpcClient {
.build();
this.executorService = Executors.newCachedThreadPool(threadFactory);
this.rpcMonitor = monitor;
int maxFailoverAttempts = conf.getInt(
HdfsClientConfigKeys.Failover.MAX_ATTEMPTS_KEY,
HdfsClientConfigKeys.Failover.MAX_ATTEMPTS_DEFAULT);
@ -191,6 +194,15 @@ public class RouterRpcClient {
return this.connectionManager.getNumCreatingConnections();
}
/**
* JSON representation of the connection pool.
*
* @return String representation of the JSON.
*/
public String getJSON() {
return this.connectionManager.getJSON();
}
/**
* Get ClientProtocol proxy client for a NameNode. Each combination of user +
* NN must use a unique proxy client. Previously created clients are cached
@ -294,6 +306,9 @@ public class RouterRpcClient {
}
Object ret = null;
if (rpcMonitor != null) {
rpcMonitor.proxyOp();
}
boolean failover = false;
Map<FederationNamenodeContext, IOException> ioes = new LinkedHashMap<>();
for (FederationNamenodeContext namenode : namenodes) {
@ -310,18 +325,31 @@ public class RouterRpcClient {
InetSocketAddress address = client.getAddress();
namenodeResolver.updateActiveNamenode(nsId, address);
}
if (this.rpcMonitor != null) {
this.rpcMonitor.proxyOpComplete(true);
}
return ret;
} catch (IOException ioe) {
ioes.put(namenode, ioe);
if (ioe instanceof StandbyException) {
// Fail over indicated by retry policy and/or NN
if (this.rpcMonitor != null) {
this.rpcMonitor.proxyOpFailureStandby();
}
failover = true;
} else if (ioe instanceof RemoteException) {
if (this.rpcMonitor != null) {
this.rpcMonitor.proxyOpComplete(true);
}
// RemoteException returned by NN
throw (RemoteException) ioe;
} else {
// Other communication error, this is a failure
// Communication retries are handled by the retry policy
if (this.rpcMonitor != null) {
this.rpcMonitor.proxyOpFailureCommunicate();
this.rpcMonitor.proxyOpComplete(false);
}
throw ioe;
}
} finally {
@ -330,6 +358,9 @@ public class RouterRpcClient {
}
}
}
if (this.rpcMonitor != null) {
this.rpcMonitor.proxyOpComplete(false);
}
// All namenodes were unavailable or in standby
String msg = "No namenode available to invoke " + method.getName() + " " +
@ -746,6 +777,10 @@ public class RouterRpcClient {
}
}
if (rpcMonitor != null) {
rpcMonitor.proxyOp();
}
try {
List<Future<Object>> futures = executorService.invokeAll(callables);
Map<T, Object> results = new TreeMap<>();

95
hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/federation/router/RouterRpcMonitor.java Normal file
View File

@ -0,0 +1,95 @@
/**
* 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.hdfs.server.federation.router;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hdfs.server.federation.store.StateStoreService;
/**
* Metrics and monitoring interface for the router RPC server. Allows pluggable
* diagnostics and monitoring services to be attached.
*/
public interface RouterRpcMonitor {
/**
* Initialize the monitor.
* @param conf Configuration for the monitor.
* @param server RPC server.
* @param store State Store.
*/
void init(
Configuration conf, RouterRpcServer server, StateStoreService store);
/**
* Close the monitor.
*/
void close();
/**
* Start processing an operation on the Router.
*/
void startOp();
/**
* Start proxying an operation to the Namenode.
* @return Id of the thread doing the proxying.
*/
long proxyOp();
/**
* Mark a proxy operation as completed.
* @param success If the operation was successful.
*/
void proxyOpComplete(boolean success);
/**
* Failed to proxy an operation to a Namenode because it was in standby.
*/
void proxyOpFailureStandby();
/**
* Failed to proxy an operation to a Namenode because of an unexpected
* exception.
*/
void proxyOpFailureCommunicate();
/**
* Failed to proxy an operation because it is not implemented.
*/
void proxyOpNotImplemented();
/**
* If the Router cannot contact the State Store in an operation.
*/
void routerFailureStateStore();
/**
* If the Router is in safe mode.
*/
void routerFailureSafemode();
/**
* If a path is locked.
*/
void routerFailureLocked();
/**
* If a path is in a read only mount point.
*/
void routerFailureReadOnly();
}

63
hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/federation/router/RouterRpcServer.java
View File

@ -120,6 +120,7 @@ import org.apache.hadoop.security.AccessControlException;
import org.apache.hadoop.security.UserGroupInformation;
import org.apache.hadoop.security.token.Token;
import org.apache.hadoop.service.AbstractService;
import org.apache.hadoop.util.ReflectionUtils;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
@ -159,6 +160,9 @@ public class RouterRpcServer extends AbstractService implements ClientProtocol {
/** RPC clients to connect to the Namenodes. */
private final RouterRpcClient rpcClient;
/** Monitor metrics for the RPC calls. */
private final RouterRpcMonitor rpcMonitor;
/** Interface to identify the active NN for a nameservice or blockpool ID. */
private final ActiveNamenodeResolver namenodeResolver;
@ -256,14 +260,28 @@ public class RouterRpcServer extends AbstractService implements ClientProtocol {
this.rpcAddress = new InetSocketAddress(
confRpcAddress.getHostName(), listenAddress.getPort());
// Create metrics monitor
Class<? extends RouterRpcMonitor> rpcMonitorClass = this.conf.getClass(
DFSConfigKeys.DFS_ROUTER_METRICS_CLASS,
DFSConfigKeys.DFS_ROUTER_METRICS_CLASS_DEFAULT,
RouterRpcMonitor.class);
this.rpcMonitor = ReflectionUtils.newInstance(rpcMonitorClass, conf);
// Create the client
this.rpcClient = new RouterRpcClient(this.conf, this.router.getRouterId(),
this.namenodeResolver);
this.namenodeResolver, this.rpcMonitor);
}
@Override
protected void serviceInit(Configuration configuration) throws Exception {
this.conf = configuration;
if (this.rpcMonitor == null) {
LOG.error("Cannot instantiate Router RPC metrics class");
} else {
this.rpcMonitor.init(this.conf, this, this.router.getStateStore());
}
super.serviceInit(configuration);
}
@ -281,6 +299,9 @@ public class RouterRpcServer extends AbstractService implements ClientProtocol {
if (this.rpcServer != null) {
this.rpcServer.stop();
}
if (rpcMonitor != null) {
this.rpcMonitor.close();
}
super.serviceStop();
}
@ -293,6 +314,15 @@ public class RouterRpcServer extends AbstractService implements ClientProtocol {
return rpcClient;
}
/**
* Get the RPC monitor and metrics.
*
* @return RPC monitor and metrics.
*/
public RouterRpcMonitor getRPCMonitor() {
return rpcMonitor;
}
/**
* Allow access to the client RPC server for testing.
*
@ -330,6 +360,9 @@ public class RouterRpcServer extends AbstractService implements ClientProtocol {
checkOperation(op);
if (!supported) {
if (rpcMonitor != null) {
rpcMonitor.proxyOpNotImplemented();
}
String methodName = getMethodName();
throw new UnsupportedOperationException(
"Operation \"" + methodName + "\" is not supported");
@ -345,6 +378,10 @@ public class RouterRpcServer extends AbstractService implements ClientProtocol {
* client requests.
*/
private void checkOperation(OperationCategory op) throws StandbyException {
// Log the function we are currently calling.
if (rpcMonitor != null) {
rpcMonitor.startOp();
}
// Log the function we are currently calling.
if (LOG.isDebugEnabled()) {
String methodName = getMethodName();
@ -1912,16 +1949,22 @@ public class RouterRpcServer extends AbstractService implements ClientProtocol {
*/
private List<RemoteLocation> getLocationsForPath(
String path, boolean failIfLocked) throws IOException {
// Check the location for this path
final PathLocation location =
this.subclusterResolver.getDestinationForPath(path);
if (location == null) {
throw new IOException("Cannot find locations for " + path + " in " +
this.subclusterResolver);
}
try {
// Check the location for this path
final PathLocation location =
this.subclusterResolver.getDestinationForPath(path);
if (location == null) {
throw new IOException("Cannot find locations for " + path + " in " +
this.subclusterResolver);
}
// Log the access to a path
return location.getDestinations();
return location.getDestinations();
} catch (IOException ioe) {
if (this.rpcMonitor != null) {
this.rpcMonitor.routerFailureStateStore();
}
throw ioe;
}
}
/**

8
hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/federation/store/CachedRecordStore.java
View File

@ -26,6 +26,7 @@ import java.util.concurrent.locks.Lock;
import java.util.concurrent.locks.ReadWriteLock;
import java.util.concurrent.locks.ReentrantReadWriteLock;
import org.apache.hadoop.hdfs.server.federation.metrics.StateStoreMetrics;
import org.apache.hadoop.hdfs.server.federation.store.driver.StateStoreDriver;
import org.apache.hadoop.hdfs.server.federation.store.records.BaseRecord;
import org.apache.hadoop.hdfs.server.federation.store.records.QueryResult;
@ -140,6 +141,13 @@ public abstract class CachedRecordStore<R extends BaseRecord>
writeLock.unlock();
}
// Update the metrics for the cache State Store size
StateStoreMetrics metrics = getDriver().getMetrics();
if (metrics != null) {
String recordName = getRecordClass().getSimpleName();
metrics.setCacheSize(recordName, this.records.size());
}
lastUpdate = Time.monotonicNow();
}
return true;

42
hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/federation/store/StateStoreService.java
View File

@ -25,15 +25,23 @@ import java.util.LinkedList;
import java.util.List;
import java.util.Map;
import javax.management.NotCompliantMBeanException;
import javax.management.ObjectName;
import javax.management.StandardMBean;
import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.classification.InterfaceStability;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hdfs.DFSConfigKeys;
import org.apache.hadoop.hdfs.server.federation.metrics.StateStoreMBean;
import org.apache.hadoop.hdfs.server.federation.metrics.StateStoreMetrics;
import org.apache.hadoop.hdfs.server.federation.store.driver.StateStoreDriver;
import org.apache.hadoop.hdfs.server.federation.store.impl.MembershipStoreImpl;
import org.apache.hadoop.hdfs.server.federation.store.impl.MountTableStoreImpl;
import org.apache.hadoop.hdfs.server.federation.store.records.BaseRecord;
import org.apache.hadoop.hdfs.server.federation.store.records.MembershipState;
import org.apache.hadoop.metrics2.MetricsException;
import org.apache.hadoop.metrics2.util.MBeans;
import org.apache.hadoop.service.CompositeService;
import org.apache.hadoop.util.ReflectionUtils;
import org.apache.hadoop.util.Time;
@ -87,6 +95,8 @@ public class StateStoreService extends CompositeService {
/** Service to maintain data store connection. */
private StateStoreConnectionMonitorService monitorService;
/** StateStore metrics. */
private StateStoreMetrics metrics;
/** Supported record stores. */
private final Map<
@ -152,6 +162,21 @@ public class StateStoreService extends CompositeService {
this.cacheUpdater = new StateStoreCacheUpdateService(this);
addService(this.cacheUpdater);
// Create metrics for the State Store
this.metrics = StateStoreMetrics.create(conf);
// Adding JMX interface
try {
StandardMBean bean = new StandardMBean(metrics, StateStoreMBean.class);
ObjectName registeredObject =
MBeans.register("Router", "StateStore", bean);
LOG.info("Registered StateStoreMBean: {}", registeredObject);
} catch (NotCompliantMBeanException e) {
throw new RuntimeException("Bad StateStoreMBean setup", e);
} catch (MetricsException e) {
LOG.info("Failed to register State Store bean {}", e.getMessage());
}
super.serviceInit(this.conf);
}
@ -165,6 +190,11 @@ public class StateStoreService extends CompositeService {
protected void serviceStop() throws Exception {
closeDriver();
if (metrics != null) {
metrics.shutdown();
metrics = null;
}
super.serviceStop();
}
@ -228,7 +258,8 @@ public class StateStoreService extends CompositeService {
synchronized (this.driver) {
if (!isDriverReady()) {
String driverName = this.driver.getClass().getSimpleName();
if (this.driver.init(conf, getIdentifier(), getSupportedRecords())) {
if (this.driver.init(
conf, getIdentifier(), getSupportedRecords(), metrics)) {
LOG.info("Connection to the State Store driver {} is open and ready",
driverName);
this.refreshCaches();
@ -398,4 +429,13 @@ public class StateStoreService extends CompositeService {
throw new IOException("Registered cache was not found for " + clazz);
}
/**
* Get the metrics for the State Store.
*
* @return State Store metrics.
*/
public StateStoreMetrics getMetrics() {
return metrics;
}
}

17
hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/federation/store/driver/StateStoreDriver.java
View File

@ -21,6 +21,7 @@ import java.net.InetAddress;
import java.util.Collection;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hdfs.server.federation.metrics.StateStoreMetrics;
import org.apache.hadoop.hdfs.server.federation.store.StateStoreService;
import org.apache.hadoop.hdfs.server.federation.store.StateStoreUnavailableException;
import org.apache.hadoop.hdfs.server.federation.store.StateStoreUtils;
@ -46,6 +47,9 @@ public abstract class StateStoreDriver implements StateStoreRecordOperations {
/** Identifier for the driver. */
private String identifier;
/** State Store metrics. */
private StateStoreMetrics metrics;
/**
* Initialize the state store connection.
@ -56,10 +60,12 @@ public abstract class StateStoreDriver implements StateStoreRecordOperations {
* @return If initialized and ready, false if failed to initialize driver.
*/
public boolean init(final Configuration config, final String id,
final Collection<Class<? extends BaseRecord>> records) {
final Collection<Class<? extends BaseRecord>> records,
final StateStoreMetrics stateStoreMetrics) {
this.conf = config;
this.identifier = id;
this.metrics = stateStoreMetrics;
if (this.identifier == null) {
LOG.warn("The identifier for the State Store connection is not set");
@ -100,6 +106,15 @@ public abstract class StateStoreDriver implements StateStoreRecordOperations {
return this.identifier;
}
/**
* Get the metrics for the State Store.
*
* @return State Store metrics.
*/
public StateStoreMetrics getMetrics() {
return this.metrics;
}
/**
* Prepare the driver to access data storage.
*

6
hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/federation/store/driver/impl/StateStoreSerializableImpl.java
View File

@ -21,6 +21,7 @@ import java.io.IOException;
import java.util.Collection;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hdfs.server.federation.metrics.StateStoreMetrics;
import org.apache.hadoop.hdfs.server.federation.store.driver.StateStoreSerializer;
import org.apache.hadoop.hdfs.server.federation.store.records.BaseRecord;
@ -41,8 +42,9 @@ public abstract class StateStoreSerializableImpl extends StateStoreBaseImpl {
@Override
public boolean init(final Configuration config, final String id,
final Collection<Class<? extends BaseRecord>> records) {
boolean ret = super.init(config, id, records);
final Collection<Class<? extends BaseRecord>> records,
final StateStoreMetrics metrics) {
boolean ret = super.init(config, id, records, metrics);
this.serializer = StateStoreSerializer.getSerializer(config);

26
hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/federation/store/driver/impl/StateStoreZooKeeperImpl.java
View File

@ -20,6 +20,7 @@ package org.apache.hadoop.hdfs.server.federation.store.driver.impl;
import static org.apache.hadoop.hdfs.server.federation.store.StateStoreUtils.filterMultiple;
import static org.apache.hadoop.hdfs.server.federation.store.StateStoreUtils.getRecordName;
import static org.apache.hadoop.util.curator.ZKCuratorManager.getNodePath;
import static org.apache.hadoop.util.Time.monotonicNow;
import java.io.IOException;
import java.util.ArrayList;
@ -123,6 +124,7 @@ public class StateStoreZooKeeperImpl extends StateStoreSerializableImpl {
public <T extends BaseRecord> QueryResult<T> get(Class<T> clazz, String sub)
throws IOException {
verifyDriverReady();
long start = monotonicNow();
List<T> ret = new ArrayList<>();
String znode = getZNodeForClass(clazz);
try {
@ -157,11 +159,14 @@ public class StateStoreZooKeeperImpl extends StateStoreSerializableImpl {
}
}
} catch (Exception e) {
getMetrics().addFailure(monotonicNow() - start);
String msg = "Cannot get children for \"" + znode + "\": " +
e.getMessage();
LOG.error(msg);
throw new IOException(msg);
}
long end = monotonicNow();
getMetrics().addRead(end - start);
return new QueryResult<T>(ret, getTime());
}
@ -178,6 +183,7 @@ public class StateStoreZooKeeperImpl extends StateStoreSerializableImpl {
Class<? extends BaseRecord> recordClass = record0.getClass();
String znode = getZNodeForClass(recordClass);
long start = monotonicNow();
boolean status = true;
for (T record : records) {
String primaryKey = getPrimaryKey(record);
@ -187,6 +193,12 @@ public class StateStoreZooKeeperImpl extends StateStoreSerializableImpl {
status = false;
}
}
long end = monotonicNow();
if (status) {
getMetrics().addWrite(end - start);
} else {
getMetrics().addFailure(end - start);
}
return status;
}
@ -199,12 +211,14 @@ public class StateStoreZooKeeperImpl extends StateStoreSerializableImpl {
}
// Read the current data
long start = monotonicNow();
List<T> records = null;
try {
QueryResult<T> result = get(clazz);
records = result.getRecords();
} catch (IOException ex) {
LOG.error("Cannot get existing records", ex);
getMetrics().addFailure(monotonicNow() - start);
return 0;
}
@ -226,14 +240,20 @@ public class StateStoreZooKeeperImpl extends StateStoreSerializableImpl {
}
} catch (Exception e) {
LOG.error("Cannot remove \"{}\"", existingRecord, e);
getMetrics().addFailure(monotonicNow() - start);
}
}
long end = monotonicNow();
if (removed > 0) {
getMetrics().addRemove(end - start);
}
return removed;
}
@Override
public <T extends BaseRecord> boolean removeAll(Class<T> clazz)
throws IOException {
long start = monotonicNow();
boolean status = true;
String znode = getZNodeForClass(clazz);
LOG.info("Deleting all children under {}", znode);
@ -248,6 +268,12 @@ public class StateStoreZooKeeperImpl extends StateStoreSerializableImpl {
LOG.error("Cannot remove {}: {}", znode, e.getMessage());
status = false;
}
long time = monotonicNow() - start;
if (status) {
getMetrics().addRemove(time);
} else {
getMetrics().addFailure(time);
}
return status;
}

2
hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/federation/store/records/MembershipState.java
View File

@ -154,7 +154,7 @@ public abstract class MembershipState extends BaseRecord
public abstract void setStats(MembershipStats stats);
public abstract MembershipStats getStats() throws IOException;
public abstract MembershipStats getStats();
public abstract void setLastContact(long contact);

23
hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/federation/store/records/MountTable.java
View File

@ -18,6 +18,7 @@
package org.apache.hadoop.hdfs.server.federation.store.records;
import java.io.IOException;
import java.util.Comparator;
import java.util.LinkedList;
import java.util.List;
import java.util.Map;
@ -46,6 +47,28 @@ public abstract class MountTable extends BaseRecord {
private static final Logger LOG = LoggerFactory.getLogger(MountTable.class);
/** Comparator for paths which considers the /. */
public static final Comparator<String> PATH_COMPARATOR =
new Comparator<String>() {
@Override
public int compare(String o1, String o2) {
String s1 = o1.replace('/', ' ');
String s2 = o2.replace('/', ' ');
return s1.compareTo(s2);
}
};
/** Comparator based on the mount table source. */
public static final Comparator<MountTable> SOURCE_COMPARATOR =
new Comparator<MountTable>() {
public int compare(MountTable m1, MountTable m2) {
String src1 = m1.getSourcePath();
String src2 = m2.getSourcePath();
return PATH_COMPARATOR.compare(src1, src2);
}
};
/**
* Default constructor for a mount table entry.
*/

5
hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/federation/store/records/impl/pb/MembershipStatePBImpl.java
View File

@ -288,7 +288,7 @@ public class MembershipStatePBImpl extends MembershipState implements PBRecord {
}
@Override
public MembershipStats getStats() throws IOException {
public MembershipStats getStats() {
NamenodeMembershipStatsRecordProto statsProto =
this.translator.getProtoOrBuilder().getStats();
MembershipStats stats =
@ -298,7 +298,8 @@ public class MembershipStatePBImpl extends MembershipState implements PBRecord {
statsPB.setProto(statsProto);
return statsPB;
} else {
throw new IOException("Cannot get stats for the membership");
throw new IllegalArgumentException(
"Cannot get stats for the membership");
}
}

19
hadoop-hdfs-project/hadoop-hdfs/src/main/resources/hdfs-default.xml
View File

@ -4745,7 +4745,24 @@
</description>
</property>
<property>
<property>
<name>dfs.federation.router.metrics.enable</name>
<value>true</value>
<description>
If the metrics in the router are enabled.
</description>
</property>
<property>
<name>dfs.federation.router.metrics.class</name>
<value>org.apache.hadoop.hdfs.server.federation.metrics.FederationRPCPerformanceMonitor</value>
<description>
Class to monitor the RPC system in the router. It must implement the
RouterRpcMonitor interface.
</description>
</property>
<property>
<name>dfs.federation.router.admin.enable</name>
<value>true</value>
<description>

13
hadoop-hdfs-project/hadoop-hdfs/src/test/java/org/apache/hadoop/hdfs/server/federation/FederationTestUtils.java
View File

@ -26,12 +26,18 @@ import java.io.BufferedReader;
import java.io.FileNotFoundException;
import java.io.IOException;
import java.io.InputStreamReader;
import java.lang.management.ManagementFactory;
import java.lang.reflect.InvocationTargetException;
import java.lang.reflect.Method;
import java.util.Date;
import java.util.List;
import java.util.Random;
import javax.management.JMX;
import javax.management.MBeanServer;
import javax.management.MalformedObjectNameException;
import javax.management.ObjectName;
import org.apache.hadoop.fs.FSDataOutputStream;
import org.apache.hadoop.fs.FileStatus;
import org.apache.hadoop.fs.FileSystem;
@ -135,6 +141,13 @@ public final class FederationTestUtils {
return Math.abs(d1.getTime() - d2.getTime()) < precision;
}
public static <T> T getBean(String name, Class<T> obj)
throws MalformedObjectNameException {
MBeanServer mBeanServer = ManagementFactory.getPlatformMBeanServer();
ObjectName poolName = new ObjectName(name);
return JMX.newMXBeanProxy(mBeanServer, poolName, obj);
}
public static boolean addDirectory(FileSystem context, String path)
throws IOException {
context.mkdirs(new Path(path), new FsPermission("777"));

13
hadoop-hdfs-project/hadoop-hdfs/src/test/java/org/apache/hadoop/hdfs/server/federation/RouterConfigBuilder.java
View File

@ -32,6 +32,7 @@ public class RouterConfigBuilder {
private boolean enableHeartbeat = false;
private boolean enableLocalHeartbeat = false;
private boolean enableStateStore = false;
private boolean enableMetrics = false;
public RouterConfigBuilder(Configuration configuration) {
this.conf = configuration;
@ -47,6 +48,7 @@ public class RouterConfigBuilder {
this.enableHeartbeat = true;
this.enableLocalHeartbeat = true;
this.enableStateStore = true;
this.enableMetrics = true;
return this;
}
@ -75,6 +77,11 @@ public class RouterConfigBuilder {
return this;
}
public RouterConfigBuilder metrics(boolean enable) {
this.enableMetrics = enable;
return this;
}
public RouterConfigBuilder rpc() {
return this.rpc(true);
}
@ -91,6 +98,10 @@ public class RouterConfigBuilder {
return this.stateStore(true);
}
public RouterConfigBuilder metrics() {
return this.metrics(true);
}
public Configuration build() {
conf.setBoolean(DFSConfigKeys.DFS_ROUTER_STORE_ENABLE,
this.enableStateStore);
@ -101,6 +112,8 @@ public class RouterConfigBuilder {
this.enableHeartbeat);
conf.setBoolean(DFSConfigKeys.DFS_ROUTER_MONITOR_LOCAL_NAMENODE,
this.enableLocalHeartbeat);
conf.setBoolean(DFSConfigKeys.DFS_ROUTER_METRICS_ENABLE,
this.enableMetrics);
return conf;
}
}

237
hadoop-hdfs-project/hadoop-hdfs/src/test/java/org/apache/hadoop/hdfs/server/federation/metrics/TestFederationMetrics.java Normal file
View File

@ -0,0 +1,237 @@
/**
* 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.hdfs.server.federation.metrics;
import static org.apache.hadoop.hdfs.server.federation.FederationTestUtils.getBean;
import static org.junit.Assert.assertEquals;
import static org.junit.Assert.assertNotNull;
import static org.junit.Assert.assertTrue;
import java.io.IOException;
import java.util.Iterator;
import java.util.List;
import javax.management.MalformedObjectNameException;
import org.apache.commons.collections.ListUtils;
import org.apache.hadoop.hdfs.server.federation.router.Router;
import org.apache.hadoop.hdfs.server.federation.store.records.MembershipState;
import org.apache.hadoop.hdfs.server.federation.store.records.MembershipStats;
import org.apache.hadoop.hdfs.server.federation.store.records.MountTable;
import org.codehaus.jettison.json.JSONArray;
import org.codehaus.jettison.json.JSONException;
import org.codehaus.jettison.json.JSONObject;
import org.junit.Test;
/**
* Test the JMX interface for the {@link Router}.
*/
public class TestFederationMetrics extends TestMetricsBase {
public static final String FEDERATION_BEAN =
"Hadoop:service=Router,name=FederationState";
public static final String STATE_STORE_BEAN =
"Hadoop:service=Router,name=StateStore";
public static final String RPC_BEAN =
"Hadoop:service=Router,name=FederationRPC";
@Test
public void testClusterStatsJMX()
throws MalformedObjectNameException, IOException {
FederationMBean bean = getBean(FEDERATION_BEAN, FederationMBean.class);
validateClusterStatsBean(bean);
}
@Test
public void testClusterStatsDataSource() throws IOException {
FederationMetrics metrics = getRouter().getMetrics();
validateClusterStatsBean(metrics);
}
@Test
public void testMountTableStatsDataSource()
throws IOException, JSONException {
FederationMetrics metrics = getRouter().getMetrics();
String jsonString = metrics.getMountTable();
JSONArray jsonArray = new JSONArray(jsonString);
assertEquals(jsonArray.length(), getMockMountTable().size());
int match = 0;
for (int i = 0; i < jsonArray.length(); i++) {
JSONObject json = jsonArray.getJSONObject(i);
String src = json.getString("sourcePath");
for (MountTable entry : getMockMountTable()) {
if (entry.getSourcePath().equals(src)) {
assertEquals(entry.getDefaultLocation().getNameserviceId(),
json.getString("nameserviceId"));
assertEquals(entry.getDefaultLocation().getDest(),
json.getString("path"));
assertNotNullAndNotEmpty(json.getString("dateCreated"));
assertNotNullAndNotEmpty(json.getString("dateModified"));
match++;
}
}
}
assertEquals(match, getMockMountTable().size());
}
private MembershipState findMockNamenode(String nsId, String nnId) {
@SuppressWarnings("unchecked")
List<MembershipState> namenodes =
ListUtils.union(getActiveMemberships(), getStandbyMemberships());
for (MembershipState nn : namenodes) {
if (nn.getNamenodeId().equals(nnId)
&& nn.getNameserviceId().equals(nsId)) {
return nn;
}
}
return null;
}
@Test
public void testNamenodeStatsDataSource() throws IOException, JSONException {
FederationMetrics metrics = getRouter().getMetrics();
String jsonString = metrics.getNamenodes();
JSONObject jsonObject = new JSONObject(jsonString);
Iterator<?> keys = jsonObject.keys();
int nnsFound = 0;
while (keys.hasNext()) {
// Validate each entry against our mocks
JSONObject json = jsonObject.getJSONObject((String) keys.next());
String nameserviceId = json.getString("nameserviceId");
String namenodeId = json.getString("namenodeId");
MembershipState mockEntry =
this.findMockNamenode(nameserviceId, namenodeId);
assertNotNull(mockEntry);
assertEquals(json.getString("state"), mockEntry.getState().toString());
MembershipStats stats = mockEntry.getStats();
assertEquals(json.getLong("numOfActiveDatanodes"),
stats.getNumOfActiveDatanodes());
assertEquals(json.getLong("numOfDeadDatanodes"),
stats.getNumOfDeadDatanodes());
assertEquals(json.getLong("numOfDecommissioningDatanodes"),
stats.getNumOfDecommissioningDatanodes());
assertEquals(json.getLong("numOfDecomActiveDatanodes"),
stats.getNumOfDecomActiveDatanodes());
assertEquals(json.getLong("numOfDecomDeadDatanodes"),
stats.getNumOfDecomDeadDatanodes());
assertEquals(json.getLong("numOfBlocks"), stats.getNumOfBlocks());
assertEquals(json.getString("rpcAddress"), mockEntry.getRpcAddress());
assertEquals(json.getString("webAddress"), mockEntry.getWebAddress());
nnsFound++;
}
// Validate all memberships are present
assertEquals(getActiveMemberships().size() + getStandbyMemberships().size(),
nnsFound);
}
@Test
public void testNameserviceStatsDataSource()
throws IOException, JSONException {
FederationMetrics metrics = getRouter().getMetrics();
String jsonString = metrics.getNameservices();
JSONObject jsonObject = new JSONObject(jsonString);
Iterator<?> keys = jsonObject.keys();
int nameservicesFound = 0;
while (keys.hasNext()) {
JSONObject json = jsonObject.getJSONObject((String) keys.next());
String nameserviceId = json.getString("nameserviceId");
String namenodeId = json.getString("namenodeId");
MembershipState mockEntry =
this.findMockNamenode(nameserviceId, namenodeId);
assertNotNull(mockEntry);
// NS should report the active NN
assertEquals(mockEntry.getState().toString(), json.getString("state"));
assertEquals("ACTIVE", json.getString("state"));
// Stats in the NS should reflect the stats for the most active NN
MembershipStats stats = mockEntry.getStats();
assertEquals(stats.getNumOfFiles(), json.getLong("numOfFiles"));
assertEquals(stats.getTotalSpace(), json.getLong("totalSpace"));
assertEquals(stats.getAvailableSpace(),
json.getLong("availableSpace"));
assertEquals(stats.getNumOfBlocksMissing(),
json.getLong("numOfBlocksMissing"));
assertEquals(stats.getNumOfActiveDatanodes(),
json.getLong("numOfActiveDatanodes"));
assertEquals(stats.getNumOfDeadDatanodes(),
json.getLong("numOfDeadDatanodes"));
assertEquals(stats.getNumOfDecommissioningDatanodes(),
json.getLong("numOfDecommissioningDatanodes"));
assertEquals(stats.getNumOfDecomActiveDatanodes(),
json.getLong("numOfDecomActiveDatanodes"));
assertEquals(stats.getNumOfDecomDeadDatanodes(),
json.getLong("numOfDecomDeadDatanodes"));
nameservicesFound++;
}
assertEquals(getNameservices().size(), nameservicesFound);
}
private void assertNotNullAndNotEmpty(String field) {
assertNotNull(field);
assertTrue(field.length() > 0);
}
private void validateClusterStatsBean(FederationMBean bean)
throws IOException {
// Determine aggregates
long numBlocks = 0;
long numLive = 0;
long numDead = 0;
long numDecom = 0;
long numDecomLive = 0;
long numDecomDead = 0;
long numFiles = 0;
for (MembershipState mock : getActiveMemberships()) {
MembershipStats stats = mock.getStats();
numBlocks += stats.getNumOfBlocks();
numLive += stats.getNumOfActiveDatanodes();
numDead += stats.getNumOfDeadDatanodes();
numDecom += stats.getNumOfDecommissioningDatanodes();
numDecomLive += stats.getNumOfDecomActiveDatanodes();
numDecomDead += stats.getNumOfDecomDeadDatanodes();
}
assertEquals(numBlocks, bean.getNumBlocks());
assertEquals(numLive, bean.getNumLiveNodes());
assertEquals(numDead, bean.getNumDeadNodes());
assertEquals(numDecom, bean.getNumDecommissioningNodes());
assertEquals(numDecomLive, bean.getNumDecomLiveNodes());
assertEquals(numDecomDead, bean.getNumDecomDeadNodes());
assertEquals(numFiles, bean.getNumFiles());
assertEquals(getActiveMemberships().size() + getStandbyMemberships().size(),
bean.getNumNamenodes());
assertEquals(getNameservices().size(), bean.getNumNameservices());
assertTrue(bean.getVersion().length() > 0);
assertTrue(bean.getCompiledDate().length() > 0);
assertTrue(bean.getCompileInfo().length() > 0);
assertTrue(bean.getRouterStarted().length() > 0);
assertTrue(bean.getHostAndPort().length() > 0);
}
}

150
hadoop-hdfs-project/hadoop-hdfs/src/test/java/org/apache/hadoop/hdfs/server/federation/metrics/TestMetricsBase.java Normal file
View File

@ -0,0 +1,150 @@
/**
* 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.hdfs.server.federation.metrics;
import static org.apache.hadoop.hdfs.server.federation.FederationTestUtils.NAMENODES;
import static org.apache.hadoop.hdfs.server.federation.FederationTestUtils.NAMESERVICES;
import static org.apache.hadoop.hdfs.server.federation.store.FederationStateStoreTestUtils.clearAllRecords;
import static org.apache.hadoop.hdfs.server.federation.store.FederationStateStoreTestUtils.createMockMountTable;
import static org.apache.hadoop.hdfs.server.federation.store.FederationStateStoreTestUtils.createMockRegistrationForNamenode;
import static org.apache.hadoop.hdfs.server.federation.store.FederationStateStoreTestUtils.synchronizeRecords;
import static org.apache.hadoop.hdfs.server.federation.store.FederationStateStoreTestUtils.waitStateStore;
import static org.junit.Assert.assertTrue;
import java.io.IOException;
import java.util.ArrayList;
import java.util.List;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hdfs.server.federation.RouterConfigBuilder;
import org.apache.hadoop.hdfs.server.federation.resolver.FederationNamenodeServiceState;
import org.apache.hadoop.hdfs.server.federation.router.Router;
import org.apache.hadoop.hdfs.server.federation.store.MembershipStore;
import org.apache.hadoop.hdfs.server.federation.store.StateStoreService;
import org.apache.hadoop.hdfs.server.federation.store.protocol.NamenodeHeartbeatRequest;
import org.apache.hadoop.hdfs.server.federation.store.records.MembershipState;
import org.apache.hadoop.hdfs.server.federation.store.records.MountTable;
import org.junit.After;
import org.junit.Before;
/**
* Test the basic metrics functionality.
*/
public class TestMetricsBase {
private StateStoreService stateStore;
private MembershipStore membershipStore;
private Router router;
private Configuration routerConfig;
private List<MembershipState> activeMemberships;
private List<MembershipState> standbyMemberships;
private List<MountTable> mockMountTable;
private List<String> nameservices;
@Before
public void setupBase() throws Exception {
if (router == null) {
routerConfig = new RouterConfigBuilder()
.stateStore()
.metrics()
.build();
router = new Router();
router.init(routerConfig);
router.setRouterId("routerId");
router.start();
stateStore = router.getStateStore();
membershipStore =
stateStore.getRegisteredRecordStore(MembershipStore.class);
// Read all data and load all caches
waitStateStore(stateStore, 10000);
createFixtures();
stateStore.refreshCaches(true);
Thread.sleep(1000);
}
}
@After
public void tearDownBase() throws IOException {
if (router != null) {
router.stop();
router.close();
router = null;
}
}
private void createFixtures() throws IOException {
// Clear all records
clearAllRecords(stateStore);
nameservices = new ArrayList<>();
nameservices.add(NAMESERVICES[0]);
nameservices.add(NAMESERVICES[1]);
// 2 NNs per NS
activeMemberships = new ArrayList<>();
standbyMemberships = new ArrayList<>();
for (String nameservice : nameservices) {
MembershipState namenode1 = createMockRegistrationForNamenode(
nameservice, NAMENODES[0], FederationNamenodeServiceState.ACTIVE);
NamenodeHeartbeatRequest request1 =
NamenodeHeartbeatRequest.newInstance(namenode1);
assertTrue(membershipStore.namenodeHeartbeat(request1).getResult());
activeMemberships.add(namenode1);
MembershipState namenode2 = createMockRegistrationForNamenode(
nameservice, NAMENODES[1], FederationNamenodeServiceState.STANDBY);
NamenodeHeartbeatRequest request2 =
NamenodeHeartbeatRequest.newInstance(namenode2);
assertTrue(membershipStore.namenodeHeartbeat(request2).getResult());
standbyMemberships.add(namenode2);
}
// Add 2 mount table memberships
mockMountTable = createMockMountTable(nameservices);
synchronizeRecords(stateStore, mockMountTable, MountTable.class);
}
protected Router getRouter() {
return router;
}
protected List<MountTable> getMockMountTable() {
return mockMountTable;
}
protected List<MembershipState> getActiveMemberships() {
return activeMemberships;
}
protected List<MembershipState> getStandbyMemberships() {
return standbyMemberships;
}
protected List<String> getNameservices() {
return nameservices;
}
protected StateStoreService getStateStore() {
return stateStore;
}
}

23
hadoop-hdfs-project/hadoop-hdfs/src/test/java/org/apache/hadoop/hdfs/server/federation/router/TestRouter.java
View File

@ -27,6 +27,8 @@ import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hdfs.DFSConfigKeys;
import org.apache.hadoop.hdfs.server.federation.MockResolver;
import org.apache.hadoop.hdfs.server.federation.RouterConfigBuilder;
import org.apache.hadoop.hdfs.server.federation.resolver.ActiveNamenodeResolver;
import org.apache.hadoop.hdfs.server.federation.resolver.FileSubclusterResolver;
import org.apache.hadoop.service.Service.STATE;
import org.junit.After;
import org.junit.AfterClass;
@ -46,15 +48,19 @@ public class TestRouter {
public static void create() throws IOException {
// Basic configuration without the state store
conf = new Configuration();
// 1 sec cache refresh
conf.setInt(DFSConfigKeys.DFS_ROUTER_CACHE_TIME_TO_LIVE_MS, 1);
// Mock resolver classes
conf.set(DFSConfigKeys.FEDERATION_NAMENODE_RESOLVER_CLIENT_CLASS,
MockResolver.class.getCanonicalName());
conf.set(DFSConfigKeys.FEDERATION_FILE_RESOLVER_CLIENT_CLASS,
MockResolver.class.getCanonicalName());
conf.setClass(DFSConfigKeys.FEDERATION_NAMENODE_RESOLVER_CLIENT_CLASS,
MockResolver.class, ActiveNamenodeResolver.class);
conf.setClass(DFSConfigKeys.FEDERATION_FILE_RESOLVER_CLIENT_CLASS,
MockResolver.class, FileSubclusterResolver.class);
// Bind to any available port
conf.set(DFSConfigKeys.DFS_ROUTER_RPC_BIND_HOST_KEY, "0.0.0.0");
conf.set(DFSConfigKeys.DFS_ROUTER_RPC_ADDRESS_KEY, "127.0.0.1:0");
conf.set(DFSConfigKeys.DFS_ROUTER_ADMIN_ADDRESS_KEY, "127.0.0.1:0");
conf.set(DFSConfigKeys.DFS_ROUTER_ADMIN_BIND_HOST_KEY, "0.0.0.0");
// Simulate a co-located NN
conf.set(DFSConfigKeys.DFS_NAMESERVICES, "ns0");
@ -95,9 +101,18 @@ public class TestRouter {
@Test
public void testRouterService() throws InterruptedException, IOException {
// Admin only
testRouterStartup(new RouterConfigBuilder(conf).admin().build());
// Rpc only
testRouterStartup(new RouterConfigBuilder(conf).rpc().build());
// Metrics only
testRouterStartup(new RouterConfigBuilder(conf).metrics().build());
// Statestore only
testRouterStartup(new RouterConfigBuilder(conf).stateStore().build());
// Heartbeat only
testRouterStartup(new RouterConfigBuilder(conf).heartbeat().build());

69
hadoop-hdfs-project/hadoop-hdfs/src/test/java/org/apache/hadoop/hdfs/server/federation/store/driver/TestStateStoreDriverBase.java
View File

@ -35,6 +35,7 @@ import java.util.Map.Entry;
import java.util.Random;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hdfs.server.federation.metrics.StateStoreMetrics;
import org.apache.hadoop.hdfs.server.federation.resolver.FederationNamenodeServiceState;
import org.apache.hadoop.hdfs.server.federation.store.FederationStateStoreTestUtils;
import org.apache.hadoop.hdfs.server.federation.store.StateStoreService;
@ -377,6 +378,74 @@ public class TestStateStoreDriverBase {
testFetchErrors(driver, MountTable.class);
}
public void testMetrics(StateStoreDriver driver)
throws IOException, IllegalArgumentException, IllegalAccessException {
MountTable insertRecord =
this.generateFakeRecord(MountTable.class);
// Put single
StateStoreMetrics metrics = stateStore.getMetrics();
assertEquals(0, metrics.getWriteOps());
driver.put(insertRecord, true, false);
assertEquals(1, metrics.getWriteOps());
// Put multiple
metrics.reset();
assertEquals(0, metrics.getWriteOps());
driver.put(insertRecord, true, false);
assertEquals(1, metrics.getWriteOps());
// Get Single
metrics.reset();
assertEquals(0, metrics.getReadOps());
final String querySourcePath = insertRecord.getSourcePath();
MountTable partial = MountTable.newInstance();
partial.setSourcePath(querySourcePath);
final Query<MountTable> query = new Query<>(partial);
driver.get(MountTable.class, query);
assertEquals(1, metrics.getReadOps());
// GetAll
metrics.reset();
assertEquals(0, metrics.getReadOps());
driver.get(MountTable.class);
assertEquals(1, metrics.getReadOps());
// GetMultiple
metrics.reset();
assertEquals(0, metrics.getReadOps());
driver.getMultiple(MountTable.class, query);
assertEquals(1, metrics.getReadOps());
// Insert fails
metrics.reset();
assertEquals(0, metrics.getFailureOps());
driver.put(insertRecord, false, true);
assertEquals(1, metrics.getFailureOps());
// Remove single
metrics.reset();
assertEquals(0, metrics.getRemoveOps());
driver.remove(insertRecord);
assertEquals(1, metrics.getRemoveOps());
// Remove multiple
metrics.reset();
driver.put(insertRecord, true, false);
assertEquals(0, metrics.getRemoveOps());
driver.remove(MountTable.class, query);
assertEquals(1, metrics.getRemoveOps());
// Remove all
metrics.reset();
driver.put(insertRecord, true, false);
assertEquals(0, metrics.getRemoveOps());
driver.removeAll(MountTable.class);
assertEquals(1, metrics.getRemoveOps());
}
/**
* Sets the value of a field on the object.
*