Fixing HDFS state-store. Contributed by Arun Suresh.

This commit is contained in:
Vinod Kumar Vavilapalli 2015-05-14 16:13:51 -07:00
parent 6b710a42e0
commit 9a2a9553ee
4 changed files with 207 additions and 45 deletions

View File

@ -25,6 +25,7 @@
import java.io.FileNotFoundException;
import java.io.IOException;
import java.util.ArrayList;
import java.util.EnumSet;
import java.util.List;
import org.apache.commons.logging.Log;
@ -38,6 +39,7 @@
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.fs.PathFilter;
import org.apache.hadoop.fs.XAttrSetFlag;
import org.apache.hadoop.io.IOUtils;
import org.apache.hadoop.security.token.delegation.DelegationKey;
import org.apache.hadoop.yarn.api.records.ApplicationAttemptId;
@ -84,7 +86,8 @@ public class FileSystemRMStateStore extends RMStateStore {
protected static final String AMRMTOKEN_SECRET_MANAGER_NODE =
"AMRMTokenSecretManagerNode";
@VisibleForTesting
private static final String UNREADABLE_BY_SUPERUSER_XATTRIB =
"security.hdfs.unreadable.by.superuser";
protected FileSystem fs;
@VisibleForTesting
protected Configuration fsConf;
@ -97,6 +100,7 @@ public class FileSystemRMStateStore extends RMStateStore {
private Path dtSequenceNumberPath = null;
private int fsNumRetries;
private long fsRetryInterval;
private boolean isHDFS;
@VisibleForTesting
Path fsWorkingPath;
@ -141,11 +145,17 @@ protected synchronized void startInternal() throws Exception {
}
fs = fsWorkingPath.getFileSystem(fsConf);
isHDFS = fs.getScheme().toLowerCase().contains("hdfs");
mkdirsWithRetries(rmDTSecretManagerRoot);
mkdirsWithRetries(rmAppRoot);
mkdirsWithRetries(amrmTokenSecretManagerRoot);
}
@VisibleForTesting
void setIsHDFS(boolean isHDFS) {
this.isHDFS = isHDFS;
}
@Override
protected synchronized void closeInternal() throws Exception {
closeWithRetries();
@ -175,9 +185,9 @@ protected synchronized void storeVersion() throws Exception {
byte[] data =
((VersionPBImpl) CURRENT_VERSION_INFO).getProto().toByteArray();
if (existsWithRetries(versionNodePath)) {
updateFile(versionNodePath, data);
updateFile(versionNodePath, data, false);
} else {
writeFileWithRetries(versionNodePath, data);
writeFileWithRetries(versionNodePath, data, false);
}
}
@ -194,12 +204,12 @@ public synchronized long getAndIncrementEpoch() throws Exception {
// increment epoch and store it
byte[] storeData = Epoch.newInstance(currentEpoch + 1).getProto()
.toByteArray();
updateFile(epochNodePath, storeData);
updateFile(epochNodePath, storeData, false);
} else {
// initialize epoch file with 1 for the next time.
byte[] storeData = Epoch.newInstance(currentEpoch + 1).getProto()
.toByteArray();
writeFileWithRetries(epochNodePath, storeData);
writeFileWithRetries(epochNodePath, storeData, false);
}
return currentEpoch;
}
@ -253,7 +263,9 @@ private void loadRMAppState(RMState rmState) throws Exception {
continue;
}
byte[] childData = readFileWithRetries(childNodeStatus.getPath(),
childNodeStatus.getLen());
childNodeStatus.getLen());
// Set attribute if not already set
setUnreadableBySuperuserXattrib(childNodeStatus.getPath());
if (childNodeName.startsWith(ApplicationId.appIdStrPrefix)) {
// application
if (LOG.isDebugEnabled()) {
@ -326,7 +338,7 @@ public boolean accept(Path path) {
assert newChildNodeStatus.isFile();
String newChildNodeName = newChildNodeStatus.getPath().getName();
String childNodeName = newChildNodeName.substring(
0, newChildNodeName.length() - ".new".length());
0, newChildNodeName.length() - ".new".length());
Path childNodePath =
new Path(newChildNodeStatus.getPath().getParent(), childNodeName);
replaceFile(newChildNodeStatus.getPath(), childNodePath);
@ -394,7 +406,7 @@ public synchronized void storeApplicationStateInternal(ApplicationId appId,
try {
// currently throw all exceptions. May need to respond differently for HA
// based on whether we have lost the right to write to FS
writeFileWithRetries(nodeCreatePath, appStateData);
writeFileWithRetries(nodeCreatePath, appStateData, true);
} catch (Exception e) {
LOG.info("Error storing info for app: " + appId, e);
throw e;
@ -412,7 +424,7 @@ public synchronized void updateApplicationStateInternal(ApplicationId appId,
try {
// currently throw all exceptions. May need to respond differently for HA
// based on whether we have lost the right to write to FS
updateFile(nodeCreatePath, appStateData);
updateFile(nodeCreatePath, appStateData, true);
} catch (Exception e) {
LOG.info("Error updating info for app: " + appId, e);
throw e;
@ -433,7 +445,7 @@ public synchronized void storeApplicationAttemptStateInternal(
try {
// currently throw all exceptions. May need to respond differently for HA
// based on whether we have lost the right to write to FS
writeFileWithRetries(nodeCreatePath, attemptStateData);
writeFileWithRetries(nodeCreatePath, attemptStateData, true);
} catch (Exception e) {
LOG.info("Error storing info for attempt: " + appAttemptId, e);
throw e;
@ -454,7 +466,7 @@ public synchronized void updateApplicationAttemptStateInternal(
try {
// currently throw all exceptions. May need to respond differently for HA
// based on whether we have lost the right to write to FS
updateFile(nodeCreatePath, attemptStateData);
updateFile(nodeCreatePath, attemptStateData, true);
} catch (Exception e) {
LOG.info("Error updating info for attempt: " + appAttemptId, e);
throw e;
@ -483,7 +495,7 @@ public synchronized void storeRMDelegationTokenState(
public synchronized void removeRMDelegationTokenState(
RMDelegationTokenIdentifier identifier) throws Exception {
Path nodeCreatePath = getNodePath(rmDTSecretManagerRoot,
DELEGATION_TOKEN_PREFIX + identifier.getSequenceNumber());
DELEGATION_TOKEN_PREFIX + identifier.getSequenceNumber());
LOG.info("Removing RMDelegationToken_" + identifier.getSequenceNumber());
deleteFileWithRetries(nodeCreatePath);
}
@ -505,10 +517,10 @@ private void storeOrUpdateRMDelegationTokenState(
new RMDelegationTokenIdentifierData(identifier, renewDate);
if (isUpdate) {
LOG.info("Updating RMDelegationToken_" + identifier.getSequenceNumber());
updateFile(nodeCreatePath, identifierData.toByteArray());
updateFile(nodeCreatePath, identifierData.toByteArray(), true);
} else {
LOG.info("Storing RMDelegationToken_" + identifier.getSequenceNumber());
writeFileWithRetries(nodeCreatePath, identifierData.toByteArray());
writeFileWithRetries(nodeCreatePath, identifierData.toByteArray(), true);
// store sequence number
Path latestSequenceNumberPath = getNodePath(rmDTSecretManagerRoot,
@ -539,7 +551,7 @@ public synchronized void storeRMDTMasterKeyState(DelegationKey masterKey)
try (DataOutputStream fsOut = new DataOutputStream(os)) {
LOG.info("Storing RMDelegationKey_" + masterKey.getKeyId());
masterKey.write(fsOut);
writeFileWithRetries(nodeCreatePath, os.toByteArray());
writeFileWithRetries(nodeCreatePath, os.toByteArray(), true);
}
}
@ -572,6 +584,16 @@ private Path getAppDir(Path root, ApplicationId appId) {
return getNodePath(root, appId.toString());
}
@VisibleForTesting
protected Path getAppDir(ApplicationId appId) {
return getAppDir(rmAppRoot, appId);
}
@VisibleForTesting
protected Path getAppAttemptDir(ApplicationAttemptId appAttId) {
return getNodePath(getAppDir(appAttId.getApplicationId()), appAttId
.toString());
}
// FileSystem related code
private boolean checkAndRemovePartialRecordWithRetries(final Path record)
@ -594,12 +616,13 @@ public Void run() throws Exception {
}.runWithRetries();
}
private void writeFileWithRetries(final Path outputPath,final byte[] data)
throws Exception {
private void writeFileWithRetries(final Path outputPath, final byte[] data,
final boolean makeUnreadableByAdmin)
throws Exception {
new FSAction<Void>() {
@Override
public Void run() throws Exception {
writeFile(outputPath, data);
writeFile(outputPath, data, makeUnreadableByAdmin);
return null;
}
}.runWithRetries();
@ -746,7 +769,8 @@ private FileStatus getFileStatus(Path path) throws Exception {
* data to .tmp file and then rename it. Here we are assuming that rename is
* atomic for underlying file system.
*/
private void writeFile(Path outputPath, byte[] data) throws Exception {
protected void writeFile(Path outputPath, byte[] data, boolean
makeUnradableByAdmin) throws Exception {
Path tempPath =
new Path(outputPath.getParent(), outputPath.getName() + ".tmp");
FSDataOutputStream fsOut = null;
@ -754,6 +778,9 @@ private void writeFile(Path outputPath, byte[] data) throws Exception {
// final status.
try {
fsOut = fs.create(tempPath, true);
if (makeUnradableByAdmin) {
setUnreadableBySuperuserXattrib(tempPath);
}
fsOut.write(data);
fsOut.close();
fsOut = null;
@ -768,10 +795,11 @@ private void writeFile(Path outputPath, byte[] data) throws Exception {
* data to .new file and then rename it. Here we are assuming that rename is
* atomic for underlying file system.
*/
protected void updateFile(Path outputPath, byte[] data) throws Exception {
protected void updateFile(Path outputPath, byte[] data, boolean
makeUnradableByAdmin) throws Exception {
Path newPath = new Path(outputPath.getParent(), outputPath.getName() + ".new");
// use writeFileWithRetries to make sure .new file is created atomically
writeFileWithRetries(newPath, data);
writeFileWithRetries(newPath, data, makeUnradableByAdmin);
replaceFile(newPath, outputPath);
}
@ -810,9 +838,9 @@ public synchronized void storeOrUpdateAMRMTokenSecretManagerState(
AMRMTokenSecretManagerState.newInstance(amrmTokenSecretManagerState);
byte[] stateData = data.getProto().toByteArray();
if (isUpdate) {
updateFile(nodeCreatePath, stateData);
updateFile(nodeCreatePath, stateData, true);
} else {
writeFileWithRetries(nodeCreatePath, stateData);
writeFileWithRetries(nodeCreatePath, stateData, true);
}
}
@ -825,4 +853,13 @@ public int getNumRetries() {
public long getRetryInterval() {
return fsRetryInterval;
}
private void setUnreadableBySuperuserXattrib(Path p)
throws IOException {
if (isHDFS &&
!fs.getXAttrs(p).containsKey(UNREADABLE_BY_SUPERUSER_XATTRIB)) {
fs.setXAttr(p, UNREADABLE_BY_SUPERUSER_XATTRIB, null,
EnumSet.of(XAttrSetFlag.CREATE));
}
}
}

View File

@ -112,6 +112,12 @@ public EventHandler getEventHandler() {
}
public static class StoreStateVerifier {
void afterStoreApp(RMStateStore store, ApplicationId appId) {}
void afterStoreAppAttempt(RMStateStore store, ApplicationAttemptId
appAttId) {}
}
interface RMStateStoreHelper {
RMStateStore getRMStateStore() throws Exception;
boolean isFinalStateValid() throws Exception;
@ -173,7 +179,7 @@ protected ContainerId storeAttempt(RMStateStore store,
when(mockAttempt.getRMAppAttemptMetrics())
.thenReturn(mockRmAppAttemptMetrics);
when(mockRmAppAttemptMetrics.getAggregateAppResourceUsage())
.thenReturn(new AggregateAppResourceUsage(0,0));
.thenReturn(new AggregateAppResourceUsage(0, 0));
dispatcher.attemptId = attemptId;
store.storeNewApplicationAttempt(mockAttempt);
waitNotify(dispatcher);
@ -181,6 +187,12 @@ protected ContainerId storeAttempt(RMStateStore store,
}
void testRMAppStateStore(RMStateStoreHelper stateStoreHelper)
throws Exception {
testRMAppStateStore(stateStoreHelper, new StoreStateVerifier());
}
void testRMAppStateStore(RMStateStoreHelper stateStoreHelper,
StoreStateVerifier verifier)
throws Exception {
long submitTime = System.currentTimeMillis();
long startTime = System.currentTimeMillis() + 1234;
@ -205,6 +217,7 @@ void testRMAppStateStore(RMStateStoreHelper stateStoreHelper)
.toApplicationAttemptId("appattempt_1352994193343_0001_000001");
ApplicationId appId1 = attemptId1.getApplicationId();
storeApp(store, appId1, submitTime, startTime);
verifier.afterStoreApp(store, appId1);
// create application token and client token key for attempt1
Token<AMRMTokenIdentifier> appAttemptToken1 =
@ -236,6 +249,7 @@ void testRMAppStateStore(RMStateStoreHelper stateStoreHelper)
storeApp(store, appIdRemoved, submitTime, startTime);
storeAttempt(store, attemptIdRemoved,
"container_1352994193343_0002_01_000001", null, null, dispatcher);
verifier.afterStoreAppAttempt(store, attemptIdRemoved);
RMApp mockRemovedApp = mock(RMApp.class);
RMAppAttemptMetrics mockRmAppAttemptMetrics =

View File

@ -21,8 +21,15 @@
import static org.junit.Assert.assertTrue;
import java.io.IOException;
import java.security.PrivilegedExceptionAction;
import java.util.LinkedList;
import java.util.Queue;
import java.util.concurrent.atomic.AtomicBoolean;
import org.apache.hadoop.fs.permission.FsPermission;
import org.apache.hadoop.hdfs.DistributedFileSystem;
import org.apache.hadoop.security.AccessControlException;
import org.apache.hadoop.security.UserGroupInformation;
import org.junit.Assert;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
@ -38,7 +45,6 @@
import org.apache.hadoop.yarn.conf.YarnConfiguration;
import org.apache.hadoop.yarn.server.records.impl.pb.VersionPBImpl;
import org.apache.hadoop.yarn.server.records.Version;
import org.apache.hadoop.yarn.server.resourcemanager.recovery.TestZKRMStateStore.TestZKRMStateStoreTester;
import org.apache.hadoop.yarn.server.resourcemanager.recovery.records.ApplicationStateData;
import org.apache.hadoop.yarn.server.resourcemanager.rmapp.RMApp;
import org.apache.hadoop.yarn.server.resourcemanager.rmapp.RMAppState;
@ -56,6 +62,7 @@ class TestFSRMStateStoreTester implements RMStateStoreHelper {
Path workingDirPathURI;
TestFileSystemRMStore store;
MiniDFSCluster cluster;
boolean adminCheckEnable;
class TestFileSystemRMStore extends FileSystemRMStateStore {
@ -83,8 +90,9 @@ public Path getAppDir(String appId) {
}
}
public TestFSRMStateStoreTester(MiniDFSCluster cluster) throws Exception {
Path workingDirPath = new Path("/Test");
public TestFSRMStateStoreTester(MiniDFSCluster cluster, boolean adminCheckEnable) throws Exception {
Path workingDirPath = new Path("/yarn/Test");
this.adminCheckEnable = adminCheckEnable;
this.cluster = cluster;
FileSystem fs = cluster.getFileSystem();
fs.mkdirs(workingDirPath);
@ -99,10 +107,10 @@ public RMStateStore getRMStateStore() throws Exception {
conf.set(YarnConfiguration.FS_RM_STATE_STORE_URI,
workingDirPathURI.toString());
conf.set(YarnConfiguration.FS_RM_STATE_STORE_RETRY_POLICY_SPEC,
"100,6000");
"100,6000");
conf.setInt(YarnConfiguration.FS_RM_STATE_STORE_NUM_RETRIES, 8);
conf.setLong(YarnConfiguration.FS_RM_STATE_STORE_RETRY_INTERVAL_MS,
900L);
900L);
this.store = new TestFileSystemRMStore(conf);
Assert.assertEquals(store.getNumRetries(), 8);
Assert.assertEquals(store.getRetryInterval(), 900L);
@ -111,6 +119,11 @@ public RMStateStore getRMStateStore() throws Exception {
store.startInternal();
Assert.assertTrue(store.fs != previousFs);
Assert.assertTrue(store.fs.getConf() == store.fsConf);
if (adminCheckEnable) {
store.setIsHDFS(true);
} else {
store.setIsHDFS(false);
}
return store;
}
@ -123,8 +136,9 @@ public boolean isFinalStateValid() throws Exception {
@Override
public void writeVersion(Version version) throws Exception {
store.updateFile(store.getVersionNode(), ((VersionPBImpl) version)
.getProto().toByteArray());
store.updateFile(store.getVersionNode(), ((VersionPBImpl)
version)
.getProto().toByteArray(), false);
}
@Override
@ -135,7 +149,7 @@ public Version getCurrentVersion() throws Exception {
public boolean appExists(RMApp app) throws IOException {
FileSystem fs = cluster.getFileSystem();
Path nodePath =
store.getAppDir(app.getApplicationId().toString());
store.getAppDir(app.getApplicationId().toString());
return fs.exists(nodePath);
}
}
@ -144,28 +158,28 @@ public boolean appExists(RMApp app) throws IOException {
public void testFSRMStateStore() throws Exception {
HdfsConfiguration conf = new HdfsConfiguration();
MiniDFSCluster cluster =
new MiniDFSCluster.Builder(conf).numDataNodes(1).build();
new MiniDFSCluster.Builder(conf).numDataNodes(1).build();
try {
fsTester = new TestFSRMStateStoreTester(cluster);
fsTester = new TestFSRMStateStoreTester(cluster, false);
// If the state store is FileSystemRMStateStore then add corrupted entry.
// It should discard the entry and remove it from file system.
FSDataOutputStream fsOut = null;
FileSystemRMStateStore fileSystemRMStateStore =
(FileSystemRMStateStore) fsTester.getRMStateStore();
(FileSystemRMStateStore) fsTester.getRMStateStore();
String appAttemptIdStr3 = "appattempt_1352994193343_0001_000003";
ApplicationAttemptId attemptId3 =
ConverterUtils.toApplicationAttemptId(appAttemptIdStr3);
ConverterUtils.toApplicationAttemptId(appAttemptIdStr3);
Path appDir =
fsTester.store.getAppDir(attemptId3.getApplicationId().toString());
fsTester.store.getAppDir(attemptId3.getApplicationId().toString());
Path tempAppAttemptFile =
new Path(appDir, attemptId3.toString() + ".tmp");
new Path(appDir, attemptId3.toString() + ".tmp");
fsOut = fileSystemRMStateStore.fs.create(tempAppAttemptFile, false);
fsOut.write("Some random data ".getBytes());
fsOut.close();
testRMAppStateStore(fsTester);
Assert.assertFalse(fsTester.workingDirPathURI
.getFileSystem(conf).exists(tempAppAttemptFile));
.getFileSystem(conf).exists(tempAppAttemptFile));
testRMDTSecretManagerStateStore(fsTester);
testCheckVersion(fsTester);
testEpoch(fsTester);
@ -178,13 +192,110 @@ public void testFSRMStateStore() throws Exception {
}
}
@Test(timeout = 60000)
public void testHDFSRMStateStore() throws Exception {
final HdfsConfiguration conf = new HdfsConfiguration();
UserGroupInformation yarnAdmin =
UserGroupInformation.createUserForTesting("yarn",
new String[]{"admin"});
final MiniDFSCluster cluster =
new MiniDFSCluster.Builder(conf).numDataNodes(1).build();
cluster.getFileSystem().mkdir(new Path("/yarn"),
FsPermission.valueOf("-rwxrwxrwx"));
cluster.getFileSystem().setOwner(new Path("/yarn"), "yarn", "admin");
final UserGroupInformation hdfsAdmin = UserGroupInformation.getCurrentUser();
final StoreStateVerifier verifier = new StoreStateVerifier() {
@Override
void afterStoreApp(final RMStateStore store, final ApplicationId appId) {
try {
// Wait for things to settle
Thread.sleep(5000);
hdfsAdmin.doAs(
new PrivilegedExceptionAction<Void>() {
@Override
public Void run() throws Exception {
verifyFilesUnreadablebyHDFS(cluster,
((FileSystemRMStateStore) store).getAppDir
(appId));
return null;
}
});
} catch (Exception e) {
throw new RuntimeException(e);
}
}
@Override
void afterStoreAppAttempt(final RMStateStore store,
final ApplicationAttemptId appAttId) {
try {
// Wait for things to settle
Thread.sleep(5000);
hdfsAdmin.doAs(
new PrivilegedExceptionAction<Void>() {
@Override
public Void run() throws Exception {
verifyFilesUnreadablebyHDFS(cluster,
((FileSystemRMStateStore) store)
.getAppAttemptDir(appAttId));
return null;
}
});
} catch (Exception e) {
throw new RuntimeException(e);
}
}
};
try {
yarnAdmin.doAs(new PrivilegedExceptionAction<Void>() {
@Override
public Void run() throws Exception {
fsTester = new TestFSRMStateStoreTester(cluster, true);
testRMAppStateStore(fsTester, verifier);
return null;
}
});
} finally {
cluster.shutdown();
}
}
private void verifyFilesUnreadablebyHDFS(MiniDFSCluster cluster,
Path root) throws Exception{
DistributedFileSystem fs = cluster.getFileSystem();
Queue<Path> paths = new LinkedList<>();
paths.add(root);
while (!paths.isEmpty()) {
Path p = paths.poll();
FileStatus stat = fs.getFileStatus(p);
if (!stat.isDirectory()) {
try {
LOG.warn("\n\n ##Testing path [" + p + "]\n\n");
fs.open(p);
Assert.fail("Super user should not be able to read ["+ UserGroupInformation.getCurrentUser() + "] [" + p.getName() + "]");
} catch (AccessControlException e) {
Assert.assertTrue(e.getMessage().contains("superuser is not allowed to perform this operation"));
} catch (Exception e) {
Assert.fail("Should get an AccessControlException here");
}
}
if (stat.isDirectory()) {
FileStatus[] ls = fs.listStatus(p);
for (FileStatus f : ls) {
paths.add(f.getPath());
}
}
}
}
@Test(timeout = 60000)
public void testCheckMajorVersionChange() throws Exception {
HdfsConfiguration conf = new HdfsConfiguration();
MiniDFSCluster cluster =
new MiniDFSCluster.Builder(conf).numDataNodes(1).build();
try {
fsTester = new TestFSRMStateStoreTester(cluster) {
fsTester = new TestFSRMStateStoreTester(cluster, false) {
Version VERSION_INFO = Version.newInstance(Integer.MAX_VALUE, 0);
@Override
@ -238,14 +349,14 @@ protected void modifyAppState() throws Exception {
ApplicationAttemptId attemptId1 =
ConverterUtils.toApplicationAttemptId(appAttemptIdStr1);
Path appDir =
fsTester.store.getAppDir(attemptId1.getApplicationId().toString());
fsTester.store.getAppDir(attemptId1.getApplicationId().toString());
Path appAttemptFile1 =
new Path(appDir, attemptId1.toString() + ".new");
FileSystemRMStateStore fileSystemRMStateStore =
(FileSystemRMStateStore) fsTester.getRMStateStore();
fileSystemRMStateStore.renameFile(appAttemptFile1,
new Path(appAttemptFile1.getParent(),
appAttemptFile1.getName() + ".new"));
new Path(appAttemptFile1.getParent(),
appAttemptFile1.getName() + ".new"));
}
@Override
@ -268,7 +379,7 @@ public void testFSRMStateStoreClientRetry() throws Exception {
new MiniDFSCluster.Builder(conf).numDataNodes(2).build();
cluster.waitActive();
try {
TestFSRMStateStoreTester fsTester = new TestFSRMStateStoreTester(cluster);
TestFSRMStateStoreTester fsTester = new TestFSRMStateStoreTester(cluster, false);
final RMStateStore store = fsTester.getRMStateStore();
store.setRMDispatcher(new TestDispatcher());
final AtomicBoolean assertionFailedInThread = new AtomicBoolean(false);

View File

@ -53,7 +53,7 @@ When there are multiple RMs, the configuration (yarn-site.xml) used by clients a
### Recovering prevous active-RM's state
With the [ResourceManger Restart](./ResourceManagerRestart.html) enabled, the RM being promoted to an active state loads the RM internal state and continues to operate from where the previous active left off as much as possible depending on the RM restart feature. A new attempt is spawned for each managed application previously submitted to the RM. Applications can checkpoint periodically to avoid losing any work. The state-store must be visible from the both of Active/Standby RMs. Currently, there are two RMStateStore implementations for persistence - FileSystemRMStateStore and ZKRMStateStore. The `ZKRMStateStore` implicitly allows write access to a single RM at any point in time, and hence is the recommended store to use in an HA cluster. When using the ZKRMStateStore, there is no need for a separate fencing mechanism to address a potential split-brain situation where multiple RMs can potentially assume the Active role.
With the [ResourceManger Restart](./ResourceManagerRestart.html) enabled, the RM being promoted to an active state loads the RM internal state and continues to operate from where the previous active left off as much as possible depending on the RM restart feature. A new attempt is spawned for each managed application previously submitted to the RM. Applications can checkpoint periodically to avoid losing any work. The state-store must be visible from the both of Active/Standby RMs. Currently, there are two RMStateStore implementations for persistence - FileSystemRMStateStore and ZKRMStateStore. The `ZKRMStateStore` implicitly allows write access to a single RM at any point in time, and hence is the recommended store to use in an HA cluster. When using the ZKRMStateStore, there is no need for a separate fencing mechanism to address a potential split-brain situation where multiple RMs can potentially assume the Active role. When using the ZKRMStateStore, it is advisable to NOT set the "`zookeeper.DigestAuthenticationProvider.superDigest`" property on the Zookeeper cluster to ensure that the zookeeper admin does not have access to YARN application/user credential information.
Deployment
----------