Many resources are needed to download a project. Please understand that we have to compensate our server costs. Thank you in advance. Project price only 1 $
You can buy this project and download/modify it how often you want.
/**
* 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.yarn.server.uam;
import java.io.IOException;
import java.util.EnumSet;
import java.util.Set;
import org.apache.commons.lang3.StringUtils;
import org.apache.hadoop.classification.InterfaceAudience.Public;
import org.apache.hadoop.classification.InterfaceStability.Unstable;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.security.UserGroupInformation;
import org.apache.hadoop.security.token.Token;
import org.apache.hadoop.yarn.api.ApplicationClientProtocol;
import org.apache.hadoop.yarn.api.ApplicationMasterProtocol;
import org.apache.hadoop.yarn.api.protocolrecords.AllocateRequest;
import org.apache.hadoop.yarn.api.protocolrecords.AllocateResponse;
import org.apache.hadoop.yarn.api.protocolrecords.FinishApplicationMasterRequest;
import org.apache.hadoop.yarn.api.protocolrecords.FinishApplicationMasterResponse;
import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationAttemptReportRequest;
import org.apache.hadoop.yarn.api.protocolrecords.GetApplicationReportRequest;
import org.apache.hadoop.yarn.api.protocolrecords.KillApplicationRequest;
import org.apache.hadoop.yarn.api.protocolrecords.KillApplicationResponse;
import org.apache.hadoop.yarn.api.protocolrecords.RegisterApplicationMasterRequest;
import org.apache.hadoop.yarn.api.protocolrecords.RegisterApplicationMasterResponse;
import org.apache.hadoop.yarn.api.protocolrecords.SubmitApplicationRequest;
import org.apache.hadoop.yarn.api.records.ApplicationAttemptId;
import org.apache.hadoop.yarn.api.records.ApplicationAttemptReport;
import org.apache.hadoop.yarn.api.records.ApplicationId;
import org.apache.hadoop.yarn.api.records.ApplicationReport;
import org.apache.hadoop.yarn.api.records.ApplicationSubmissionContext;
import org.apache.hadoop.yarn.api.records.Container;
import org.apache.hadoop.yarn.api.records.ContainerLaunchContext;
import org.apache.hadoop.yarn.api.records.NMToken;
import org.apache.hadoop.yarn.api.records.Resource;
import org.apache.hadoop.yarn.api.records.YarnApplicationAttemptState;
import org.apache.hadoop.yarn.api.records.YarnApplicationState;
import org.apache.hadoop.yarn.client.AMRMClientUtils;
import org.apache.hadoop.yarn.conf.YarnConfiguration;
import org.apache.hadoop.yarn.exceptions.YarnException;
import org.apache.hadoop.yarn.exceptions.YarnRuntimeException;
import org.apache.hadoop.yarn.factories.RecordFactory;
import org.apache.hadoop.yarn.factory.providers.RecordFactoryProvider;
import org.apache.hadoop.yarn.security.AMRMTokenIdentifier;
import org.apache.hadoop.yarn.server.AMHeartbeatRequestHandler;
import org.apache.hadoop.yarn.server.AMRMClientRelayer;
import org.apache.hadoop.yarn.server.utils.BuilderUtils;
import org.apache.hadoop.yarn.util.AsyncCallback;
import org.apache.hadoop.yarn.util.ConverterUtils;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.apache.hadoop.thirdparty.com.google.common.annotations.VisibleForTesting;
import org.apache.hadoop.thirdparty.com.google.common.base.Preconditions;
/**
* UnmanagedApplicationManager is used to register unmanaged application and
* negotiate for resources from resource managers. An unmanagedAM is an AM that
* is not launched and managed by the RM. Allocate calls are handled
* asynchronously using {@link AsyncCallback}.
*/
@Public
@Unstable
public class UnmanagedApplicationManager {
private static final Logger LOG =
LoggerFactory.getLogger(UnmanagedApplicationManager.class);
private static final long AM_STATE_WAIT_TIMEOUT_MS = 10000;
public static final String APP_NAME = "UnmanagedAM";
private static final String DEFAULT_QUEUE_CONFIG = "uam.default.queue.name";
private AMHeartbeatRequestHandler heartbeatHandler;
private AMRMClientRelayer rmProxyRelayer;
private ApplicationId applicationId;
private String submitter;
private String appNameSuffix;
private Configuration conf;
private String queueName;
private UserGroupInformation userUgi;
private RegisterApplicationMasterRequest registerRequest;
private ApplicationClientProtocol rmClient;
private long asyncApiPollIntervalMillis;
private RecordFactory recordFactory;
private boolean keepContainersAcrossApplicationAttempts;
/*
* This flag is used as an indication that this method launchUAM/reAttachUAM
* is called (and perhaps blocked in initializeUnmanagedAM below due to RM
* connection/failover issue and not finished yet). Set the flag before
* calling the blocking call to RM.
*/
private boolean connectionInitiated;
/**
* Constructor.
*
* @param conf configuration
* @param appId application Id to use for this UAM
* @param queueName the queue of the UAM
* @param submitter user name of the app
* @param appNameSuffix the app name suffix to use
* @param rmName name of the YarnRM
* @param keepContainersAcrossApplicationAttempts keep container flag for UAM
* recovery. See {@link ApplicationSubmissionContext
* #setKeepContainersAcrossApplicationAttempts(boolean)}
*/
public UnmanagedApplicationManager(Configuration conf, ApplicationId appId,
String queueName, String submitter, String appNameSuffix,
boolean keepContainersAcrossApplicationAttempts, String rmName) {
Preconditions.checkNotNull(conf, "Configuration cannot be null");
Preconditions.checkNotNull(appId, "ApplicationId cannot be null");
Preconditions.checkNotNull(submitter, "App submitter cannot be null");
this.conf = conf;
this.applicationId = appId;
this.queueName = queueName;
this.submitter = submitter;
this.appNameSuffix = appNameSuffix;
this.userUgi = null;
// Relayer's rmClient will be set after the RM connection is created
this.rmProxyRelayer =
new AMRMClientRelayer(null, this.applicationId, rmName);
this.heartbeatHandler = createAMHeartbeatRequestHandler(this.conf,
this.applicationId, this.rmProxyRelayer);
this.connectionInitiated = false;
this.registerRequest = null;
this.recordFactory = RecordFactoryProvider.getRecordFactory(conf);
this.asyncApiPollIntervalMillis = conf.getLong(
YarnConfiguration.
YARN_CLIENT_APPLICATION_CLIENT_PROTOCOL_POLL_INTERVAL_MS,
YarnConfiguration.
DEFAULT_YARN_CLIENT_APPLICATION_CLIENT_PROTOCOL_POLL_INTERVAL_MS);
this.keepContainersAcrossApplicationAttempts =
keepContainersAcrossApplicationAttempts;
}
@VisibleForTesting
protected AMHeartbeatRequestHandler createAMHeartbeatRequestHandler(
Configuration config, ApplicationId appId,
AMRMClientRelayer relayer) {
return new AMHeartbeatRequestHandler(config, appId, relayer);
}
/**
* Launch a new UAM in the resource manager.
*
* @return identifier uam identifier
* @throws YarnException if fails
* @throws IOException if fails
*/
public Token launchUAM()
throws YarnException, IOException {
this.connectionInitiated = true;
// Blocking call to RM
Token amrmToken =
initializeUnmanagedAM(this.applicationId);
// Creates the UAM connection
createUAMProxy(amrmToken);
return amrmToken;
}
/**
* Re-attach to an existing UAM in the resource manager.
*
* @param amrmToken the UAM token
* @throws IOException if re-attach fails
* @throws YarnException if re-attach fails
*/
public void reAttachUAM(Token amrmToken)
throws IOException, YarnException {
this.connectionInitiated = true;
// Creates the UAM connection
createUAMProxy(amrmToken);
}
protected void createUAMProxy(Token amrmToken)
throws IOException {
this.userUgi = UserGroupInformation.createProxyUser(
this.applicationId.toString(), UserGroupInformation.getCurrentUser());
this.rmProxyRelayer.setRMClient(createRMProxy(
ApplicationMasterProtocol.class, this.conf, this.userUgi, amrmToken));
this.heartbeatHandler.setUGI(this.userUgi);
}
/**
* Registers this {@link UnmanagedApplicationManager} with the resource
* manager.
*
* @param request RegisterApplicationMasterRequest
* @return register response
* @throws YarnException if register fails
* @throws IOException if register fails
*/
public RegisterApplicationMasterResponse registerApplicationMaster(
RegisterApplicationMasterRequest request)
throws YarnException, IOException {
// Save the register request for re-register later
this.registerRequest = request;
LOG.info("Registering the Unmanaged application master {}",
this.applicationId);
RegisterApplicationMasterResponse response =
this.rmProxyRelayer.registerApplicationMaster(this.registerRequest);
this.heartbeatHandler.resetLastResponseId();
for (Container container : response.getContainersFromPreviousAttempts()) {
LOG.debug("RegisterUAM returned existing running container {}",
container.getId());
}
for (NMToken nmToken : response.getNMTokensFromPreviousAttempts()) {
LOG.debug("RegisterUAM returned existing NM token for node {}",
nmToken.getNodeId());
}
LOG.info(
"RegisterUAM returned {} existing running container and {} NM tokens",
response.getContainersFromPreviousAttempts().size(),
response.getNMTokensFromPreviousAttempts().size());
// Only when register succeed that we start the heartbeat thread
this.heartbeatHandler.setDaemon(true);
this.heartbeatHandler.start();
return response;
}
/**
* Unregisters from the resource manager and stops the request handler thread.
*
* @param request the finishApplicationMaster request
* @return the response
* @throws YarnException if finishAM call fails
* @throws IOException if finishAM call fails
*/
public FinishApplicationMasterResponse finishApplicationMaster(
FinishApplicationMasterRequest request)
throws YarnException, IOException {
if (this.userUgi == null) {
if (this.connectionInitiated) {
// This is possible if the async launchUAM is still
// blocked and retrying. Return a dummy response in this case.
LOG.warn("Unmanaged AM still not successfully launched/registered yet."
+ " Stopping the UAM heartbeat thread anyways.");
return FinishApplicationMasterResponse.newInstance(false);
} else {
throw new YarnException("finishApplicationMaster should not "
+ "be called before createAndRegister");
}
}
FinishApplicationMasterResponse response =
this.rmProxyRelayer.finishApplicationMaster(request);
if (response.getIsUnregistered()) {
shutDownConnections();
}
return response;
}
/**
* Force kill the UAM.
*
* @return kill response
* @throws IOException if fails to create rmProxy
* @throws YarnException if force kill fails
*/
public KillApplicationResponse forceKillApplication()
throws IOException, YarnException {
shutDownConnections();
KillApplicationRequest request =
KillApplicationRequest.newInstance(this.applicationId);
if (this.rmClient == null) {
this.rmClient = createRMProxy(ApplicationClientProtocol.class, this.conf,
UserGroupInformation.createRemoteUser(this.submitter), null);
}
return this.rmClient.forceKillApplication(request);
}
/**
* Sends the specified heart beat request to the resource manager and invokes
* the callback asynchronously with the response.
*
* @param request the allocate request
* @param callback the callback method for the request
* @throws YarnException if registerAM is not called yet
*/
public void allocateAsync(AllocateRequest request,
AsyncCallback callback) throws YarnException {
this.heartbeatHandler.allocateAsync(request, callback);
// Two possible cases why the UAM is not successfully registered yet:
// 1. launchUAM is not called at all. Should throw here.
// 2. launchUAM is called but hasn't successfully returned.
//
// In case 2, we have already save the allocate request above, so if the
// registration succeed later, no request is lost.
if (this.userUgi == null) {
if (this.connectionInitiated) {
LOG.info("Unmanaged AM still not successfully launched/registered yet."
+ " Saving the allocate request and send later.");
} else {
throw new YarnException(
"AllocateAsync should not be called before launchUAM");
}
}
}
/**
* Shutdown this UAM client, without killing the UAM in the YarnRM side.
*/
public void shutDownConnections() {
this.heartbeatHandler.shutdown();
this.rmProxyRelayer.shutdown();
}
/**
* Returns the application id of the UAM.
*
* @return application id of the UAM
*/
public ApplicationId getAppId() {
return this.applicationId;
}
/**
* Returns the rmProxy relayer of this UAM.
*
* @return rmProxy relayer of the UAM
*/
public AMRMClientRelayer getAMRMClientRelayer() {
return this.rmProxyRelayer;
}
/**
* Returns RM proxy for the specified protocol type. Unit test cases can
* override this method and return mock proxy instances.
*
* @param protocol protocal of the proxy
* @param config configuration
* @param user ugi for the proxy connection
* @param token token for the connection
* @param type of the proxy
* @return the proxy instance
* @throws IOException if fails to create the proxy
*/
protected T createRMProxy(Class protocol, Configuration config,
UserGroupInformation user, Token token)
throws IOException {
return AMRMClientUtils.createRMProxy(config, protocol, user, token);
}
/**
* Launch and initialize an unmanaged AM. First, it creates a new application
* on the RM and negotiates a new attempt id. Then it waits for the RM
* application attempt state to reach YarnApplicationAttemptState.LAUNCHED
* after which it returns the AM-RM token.
*
* @param appId application id
* @return the UAM token
* @throws IOException if initialize fails
* @throws YarnException if initialize fails
*/
protected Token initializeUnmanagedAM(
ApplicationId appId) throws IOException, YarnException {
try {
UserGroupInformation appSubmitter =
UserGroupInformation.createRemoteUser(this.submitter);
this.rmClient = createRMProxy(ApplicationClientProtocol.class, this.conf,
appSubmitter, null);
// Submit the application
submitUnmanagedApp(appId);
// Monitor the application attempt to wait for launch state
monitorCurrentAppAttempt(appId,
EnumSet.of(YarnApplicationState.ACCEPTED,
YarnApplicationState.RUNNING, YarnApplicationState.KILLED,
YarnApplicationState.FAILED, YarnApplicationState.FINISHED),
YarnApplicationAttemptState.LAUNCHED);
return getUAMToken();
} finally {
this.rmClient = null;
}
}
private void submitUnmanagedApp(ApplicationId appId)
throws YarnException, IOException {
SubmitApplicationRequest submitRequest =
this.recordFactory.newRecordInstance(SubmitApplicationRequest.class);
ApplicationSubmissionContext context = this.recordFactory
.newRecordInstance(ApplicationSubmissionContext.class);
context.setApplicationId(appId);
context.setApplicationName(APP_NAME + "-" + appNameSuffix);
if (StringUtils.isBlank(this.queueName)) {
context.setQueue(this.conf.get(DEFAULT_QUEUE_CONFIG,
YarnConfiguration.DEFAULT_QUEUE_NAME));
} else {
context.setQueue(this.queueName);
}
ContainerLaunchContext amContainer =
this.recordFactory.newRecordInstance(ContainerLaunchContext.class);
Resource resource = BuilderUtils.newResource(1024, 1);
context.setResource(resource);
context.setAMContainerSpec(amContainer);
submitRequest.setApplicationSubmissionContext(context);
context.setUnmanagedAM(true);
context.setKeepContainersAcrossApplicationAttempts(
this.keepContainersAcrossApplicationAttempts);
LOG.info("Submitting unmanaged application {}", appId);
this.rmClient.submitApplication(submitRequest);
}
/**
* Monitor the submitted application and attempt until it reaches certain
* states.
*
* @param appId Application Id of application to be monitored
* @param appStates acceptable application state
* @param attemptState acceptable application attempt state
* @return the application report
* @throws YarnException if getApplicationReport fails
* @throws IOException if getApplicationReport fails
*/
private ApplicationAttemptReport monitorCurrentAppAttempt(ApplicationId appId,
Set appStates,
YarnApplicationAttemptState attemptState)
throws YarnException, IOException {
long startTime = System.currentTimeMillis();
ApplicationAttemptId appAttemptId = null;
while (true) {
if (appAttemptId == null) {
// Get application report for the appId we are interested in
ApplicationReport report = getApplicationReport(appId);
YarnApplicationState state = report.getYarnApplicationState();
if (appStates.contains(state)) {
if (state != YarnApplicationState.ACCEPTED) {
throw new YarnRuntimeException(
"Received non-accepted application state: " + state + " for "
+ appId + ". This is likely because this is not the first "
+ "app attempt in home sub-cluster, and AMRMProxy HA "
+ "(yarn.nodemanager.amrmproxy.ha.enable) is not enabled.");
}
appAttemptId =
getApplicationReport(appId).getCurrentApplicationAttemptId();
} else {
LOG.info("Current application state of {} is {}, will retry later.",
appId, state);
}
}
if (appAttemptId != null) {
GetApplicationAttemptReportRequest req = this.recordFactory
.newRecordInstance(GetApplicationAttemptReportRequest.class);
req.setApplicationAttemptId(appAttemptId);
ApplicationAttemptReport attemptReport = this.rmClient
.getApplicationAttemptReport(req).getApplicationAttemptReport();
if (attemptState
.equals(attemptReport.getYarnApplicationAttemptState())) {
return attemptReport;
}
LOG.info("Current attempt state of " + appAttemptId + " is "
+ attemptReport.getYarnApplicationAttemptState()
+ ", waiting for current attempt to reach " + attemptState);
}
try {
Thread.sleep(this.asyncApiPollIntervalMillis);
} catch (InterruptedException e) {
LOG.warn("Interrupted while waiting for current attempt of " + appId
+ " to reach " + attemptState);
}
if (System.currentTimeMillis() - startTime > AM_STATE_WAIT_TIMEOUT_MS) {
throw new RuntimeException("Timeout for waiting current attempt of "
+ appId + " to reach " + attemptState);
}
}
}
/**
* Gets the amrmToken of the unmanaged AM.
*
* @return the amrmToken of the unmanaged AM.
* @throws IOException if getApplicationReport fails
* @throws YarnException if getApplicationReport fails
*/
protected Token getUAMToken()
throws IOException, YarnException {
Token token = null;
org.apache.hadoop.yarn.api.records.Token amrmToken =
getApplicationReport(this.applicationId).getAMRMToken();
if (amrmToken != null) {
token = ConverterUtils.convertFromYarn(amrmToken, (Text) null);
} else {
LOG.warn(
"AMRMToken not found in the application report for application: {}",
this.applicationId);
}
return token;
}
private ApplicationReport getApplicationReport(ApplicationId appId)
throws YarnException, IOException {
GetApplicationReportRequest request =
this.recordFactory.newRecordInstance(GetApplicationReportRequest.class);
request.setApplicationId(appId);
return this.rmClient.getApplicationReport(request).getApplicationReport();
}
@VisibleForTesting
public int getRequestQueueSize() {
return this.heartbeatHandler.getRequestQueueSize();
}
@VisibleForTesting
protected void drainHeartbeatThread() {
this.heartbeatHandler.drainHeartbeatThread();
}
@VisibleForTesting
protected boolean isHeartbeatThreadAlive() {
return this.heartbeatHandler.isAlive();
}
}