hadoop ApplicationMaster 源码
haddop ApplicationMaster 代码
文件路径：/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-applications/hadoop-yarn-applications-distributedshell/src/main/java/org/apache/hadoop/yarn/applications/distributedshell/ApplicationMaster.java
/**
* 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.applications.distributedshell;
import java.io.BufferedReader;
import java.io.DataInputStream;
import java.io.File;
import java.io.FileInputStream;
import java.io.IOException;
import java.io.StringReader;
import java.io.UncheckedIOException;
import java.lang.reflect.UndeclaredThrowableException;
import java.net.URI;
import java.net.URISyntaxException;
import java.nio.ByteBuffer;
import java.nio.charset.StandardCharsets;
import java.security.PrivilegedExceptionAction;
import java.util.ArrayList;
import java.util.Collection;
import java.util.Collections;
import java.util.HashMap;
import java.util.HashSet;
import java.util.Iterator;
import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.Vector;
import java.util.Base64;
import java.util.concurrent.ConcurrentHashMap;
import java.util.concurrent.ConcurrentMap;
import java.util.concurrent.atomic.AtomicInteger;
import java.util.Arrays;
import java.util.concurrent.atomic.AtomicLong;
import org.apache.hadoop.thirdparty.com.google.common.base.Strings;
import org.apache.commons.cli.CommandLine;
import org.apache.commons.cli.GnuParser;
import org.apache.commons.cli.HelpFormatter;
import org.apache.commons.cli.Options;
import org.apache.commons.cli.ParseException;
import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.classification.InterfaceAudience.Private;
import org.apache.hadoop.classification.InterfaceStability;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileStatus;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.io.DataOutputBuffer;
import org.apache.hadoop.io.IOUtils;
import org.apache.hadoop.net.NetUtils;
import org.apache.hadoop.security.Credentials;
import org.apache.hadoop.security.UserGroupInformation;
import org.apache.hadoop.security.token.Token;
import org.apache.hadoop.util.ExitUtil;
import org.apache.hadoop.util.Shell;
import org.apache.hadoop.yarn.api.ApplicationConstants;
import org.apache.hadoop.yarn.api.ApplicationConstants.Environment;
import org.apache.hadoop.yarn.api.ApplicationMasterProtocol;
import org.apache.hadoop.yarn.api.ContainerManagementProtocol;
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.RegisterApplicationMasterResponse;
import org.apache.hadoop.yarn.api.protocolrecords.StartContainerRequest;
import org.apache.hadoop.yarn.api.records.ApplicationAttemptId;
import org.apache.hadoop.yarn.api.records.ApplicationId;
import org.apache.hadoop.yarn.api.records.Container;
import org.apache.hadoop.yarn.api.records.ContainerExitStatus;
import org.apache.hadoop.yarn.api.records.ContainerId;
import org.apache.hadoop.yarn.api.records.ContainerLaunchContext;
import org.apache.hadoop.yarn.api.records.ContainerRetryContext;
import org.apache.hadoop.yarn.api.records.ContainerRetryPolicy;
import org.apache.hadoop.yarn.api.records.ContainerState;
import org.apache.hadoop.yarn.api.records.ContainerStatus;
import org.apache.hadoop.yarn.api.records.FinalApplicationStatus;
import org.apache.hadoop.yarn.api.records.LocalResource;
import org.apache.hadoop.yarn.api.records.LocalResourceType;
import org.apache.hadoop.yarn.api.records.LocalResourceVisibility;
import org.apache.hadoop.yarn.api.records.NodeReport;
import org.apache.hadoop.yarn.api.records.Priority;
import org.apache.hadoop.yarn.api.records.RejectedSchedulingRequest;
import org.apache.hadoop.yarn.api.records.Resource;
import org.apache.hadoop.yarn.api.records.ResourceRequest;
import org.apache.hadoop.yarn.api.records.ResourceSizing;
import org.apache.hadoop.yarn.api.records.SchedulingRequest;
import org.apache.hadoop.yarn.api.records.URL;
import org.apache.hadoop.yarn.api.records.UpdatedContainer;
import org.apache.hadoop.yarn.api.records.ExecutionType;
import org.apache.hadoop.yarn.api.records.ExecutionTypeRequest;
import org.apache.hadoop.yarn.api.records.UpdateContainerRequest;
import org.apache.hadoop.yarn.api.records.ContainerUpdateType;
import org.apache.hadoop.yarn.api.records.timeline.TimelineEntity;
import org.apache.hadoop.yarn.api.records.timeline.TimelineEntityGroupId;
import org.apache.hadoop.yarn.api.records.timeline.TimelineEvent;
import org.apache.hadoop.yarn.api.records.timeline.TimelinePutResponse;
import org.apache.hadoop.yarn.api.resource.PlacementConstraint;
import org.apache.hadoop.yarn.client.api.AMRMClient;
import org.apache.hadoop.yarn.client.api.AMRMClient.ContainerRequest;
import org.apache.hadoop.yarn.client.api.TimelineClient;
import org.apache.hadoop.yarn.client.api.TimelineV2Client;
import org.apache.hadoop.yarn.client.api.async.AMRMClientAsync;
import org.apache.hadoop.yarn.client.api.async.NMClientAsync;
import org.apache.hadoop.yarn.client.api.async.impl.NMClientAsyncImpl;
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.security.AMRMTokenIdentifier;
import org.apache.hadoop.yarn.util.BoundedAppender;
import org.apache.hadoop.yarn.util.SystemClock;
import org.apache.hadoop.yarn.util.TimelineServiceHelper;
import org.apache.hadoop.yarn.util.resource.ResourceUtils;
import org.apache.hadoop.yarn.util.timeline.TimelineUtils;
import org.apache.log4j.LogManager;
import org.apache.hadoop.classification.VisibleForTesting;
import com.sun.jersey.api.client.ClientHandlerException;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
/**
* An ApplicationMaster for executing shell commands on a set of launched
* containers using the YARN framework.
*
* <p>
* This class is meant to act as an example on how to write yarn-based
* application masters.
* </p>
*
* <p>
* The ApplicationMaster is started on a container by the
* <code>ResourceManager</code>'s launcher. The first thing that the
* <code>ApplicationMaster</code> needs to do is to connect and register itself
* with the <code>ResourceManager</code>. The registration sets up information
* within the <code>ResourceManager</code> regarding what host:port the
* ApplicationMaster is listening on to provide any form of functionality to a
* client as well as a tracking url that a client can use to keep track of
* status/job history if needed. However, in the distributedshell, trackingurl
* and appMasterHost:appMasterRpcPort are not supported.
* </p>
*
* <p>
* The <code>ApplicationMaster</code> needs to send a heartbeat to the
* <code>ResourceManager</code> at regular intervals to inform the
* <code>ResourceManager</code> that it is up and alive. The
* {@link ApplicationMasterProtocol#allocate} to the <code>ResourceManager</code> from the
* <code>ApplicationMaster</code> acts as a heartbeat.
*
* <p>
* For the actual handling of the job, the <code>ApplicationMaster</code> has to
* request the <code>ResourceManager</code> via {@link AllocateRequest} for the
* required no. of containers using {@link ResourceRequest} with the necessary
* resource specifications such as node location, computational
* (memory/disk/cpu) resource requirements. The <code>ResourceManager</code>
* responds with an {@link AllocateResponse} that informs the
* <code>ApplicationMaster</code> of the set of newly allocated containers,
* completed containers as well as current state of available resources.
* </p>
*
* <p>
* For each allocated container, the <code>ApplicationMaster</code> can then set
* up the necessary launch context via {@link ContainerLaunchContext} to specify
* the allocated container id, local resources required by the executable, the
* environment to be setup for the executable, commands to execute, etc. and
* submit a {@link StartContainerRequest} to the {@link ContainerManagementProtocol} to
* launch and execute the defined commands on the given allocated container.
* </p>
*
* <p>
* The <code>ApplicationMaster</code> can monitor the launched container by
* either querying the <code>ResourceManager</code> using
* {@link ApplicationMasterProtocol#allocate} to get updates on completed containers or via
* the {@link ContainerManagementProtocol} by querying for the status of the allocated
* container's {@link ContainerId}.
*
* <p>
* After the job has been completed, the <code>ApplicationMaster</code> has to
* send a {@link FinishApplicationMasterRequest} to the
* <code>ResourceManager</code> to inform it that the
* <code>ApplicationMaster</code> has been completed.
*/
@InterfaceAudience.Public
@InterfaceStability.Unstable
public class ApplicationMaster {
private static final Logger LOG = LoggerFactory
.getLogger(ApplicationMaster.class);
@VisibleForTesting
@Private
public enum DSEvent {
DS_APP_ATTEMPT_START, DS_APP_ATTEMPT_END, DS_CONTAINER_START, DS_CONTAINER_END
}
@VisibleForTesting
@Private
public enum DSEntity {
DS_APP_ATTEMPT, DS_CONTAINER
}
private static final String YARN_SHELL_ID = "YARN_SHELL_ID";
// Configuration
private Configuration conf;
// Handle to communicate with the Resource Manager
@SuppressWarnings("rawtypes")
private AMRMClientAsync amRMClient;
// In both secure and non-secure modes, this points to the job-submitter.
@VisibleForTesting
UserGroupInformation appSubmitterUgi;
private Path homeDirectory;
// Handle to communicate with the Node Manager
private NMClientAsync nmClientAsync;
// Listen to process the response from the Node Manager
private NMCallbackHandler containerListener;
// Application Attempt Id ( combination of attemptId and fail count )
@VisibleForTesting
protected ApplicationAttemptId appAttemptID;
private ApplicationId appId;
private String appName;
// TODO
// For status update for clients - yet to be implemented
// Hostname of the container
private String appMasterHostname = "";
// Port on which the app master listens for status updates from clients
private int appMasterRpcPort = -1;
// Tracking url to which app master publishes info for clients to monitor
private String appMasterTrackingUrl = "";
private boolean timelineServiceV2Enabled = false;
private boolean timelineServiceV1Enabled = false;
// App Master configuration
// No. of containers to run shell command on
@VisibleForTesting
protected int numTotalContainers = 1;
// Memory to request for the container on which the shell command will run
private static final long DEFAULT_CONTAINER_MEMORY = 10;
private long containerMemory = DEFAULT_CONTAINER_MEMORY;
// VirtualCores to request for the container on which the shell command will run
private static final int DEFAULT_CONTAINER_VCORES = 1;
private int containerVirtualCores = DEFAULT_CONTAINER_VCORES;
// All other resources to request for the container
// on which the shell command will run
private Map<String, Long> containerResources = new HashMap<>();
// Priority of the request
private int requestPriority;
// Execution type of the containers.
// Default GUARANTEED.
private ExecutionType containerType = ExecutionType.GUARANTEED;
// Whether to automatically promote opportunistic containers.
private boolean autoPromoteContainers = false;
// Whether to enforce execution type of the containers.
private boolean enforceExecType = false;
// Resource profile for the container
private String containerResourceProfile = "";
Map<String, Resource> resourceProfiles;
private boolean keepContainersAcrossAttempts = false;
// Counter for completed containers ( complete denotes successful or failed )
private AtomicInteger numCompletedContainers = new AtomicInteger();
// Allocated container count so that we know how many containers has the RM
// allocated to us
@VisibleForTesting
protected AtomicInteger numAllocatedContainers = new AtomicInteger();
// Count of failed containers
private AtomicInteger numFailedContainers = new AtomicInteger();
// Count of containers already requested from the RM
// Needed as once requested, we should not request for containers again.
// Only request for more if the original requirement changes.
@VisibleForTesting
protected AtomicInteger numRequestedContainers = new AtomicInteger();
protected AtomicInteger numIgnore = new AtomicInteger();
protected AtomicInteger totalRetries = new AtomicInteger(10);
// Shell command to be executed
private String shellCommand = "";
// Args to be passed to the shell command
private String shellArgs = "";
// Env variables to be setup for the shell command
private Map<String, String> shellEnv = new HashMap<String, String>();
// Location of shell script ( obtained from info set in env )
// Shell script path in fs
private String scriptPath = "";
// Timestamp needed for creating a local resource
private long shellScriptPathTimestamp = 0;
// File length needed for local resource
private long shellScriptPathLen = 0;
// Placement Specifications
private Map<String, PlacementSpec> placementSpecs = null;
// Container retry options
private ContainerRetryPolicy containerRetryPolicy =
ContainerRetryPolicy.NEVER_RETRY;
private Set<Integer> containerRetryErrorCodes = null;
private int containerMaxRetries = 0;
private int containrRetryInterval = 0;
private long containerFailuresValidityInterval = -1;
private List<String> localizableFiles = new ArrayList<>();
// Timeline domain ID
private String domainId = null;
// Hardcoded path to shell script in launch container's local env
private static final String EXEC_SHELL_STRING_PATH = Client.SCRIPT_PATH
+ ".sh";
private static final String EXEC_BAT_SCRIPT_STRING_PATH = Client.SCRIPT_PATH
+ ".bat";
// Hardcoded path to custom log_properties
private static final String log4jPath = "log4j.properties";
private static final String shellCommandPath = "shellCommands";
private static final String shellArgsPath = "shellArgs";
private volatile boolean done;
private ByteBuffer allTokens;
// Launch threads
private List<Thread> launchThreads = new ArrayList<Thread>();
// Timeline Client
@VisibleForTesting
TimelineClient timelineClient;
// Timeline v2 Client
@VisibleForTesting
TimelineV2Client timelineV2Client;
static final String CONTAINER_ENTITY_GROUP_ID = "CONTAINERS";
static final String APPID_TIMELINE_FILTER_NAME = "appId";
static final String USER_TIMELINE_FILTER_NAME = "user";
static final String DIAGNOSTICS = "Diagnostics";
private final String linux_bash_command = "bash";
private final String windows_command = "cmd /c";
private int yarnShellIdCounter = 1;
private final AtomicLong allocIdCounter = new AtomicLong(1);
@VisibleForTesting
protected final Set<ContainerId> launchedContainers =
Collections.newSetFromMap(new ConcurrentHashMap<ContainerId, Boolean>());
private BoundedAppender diagnostics = new BoundedAppender(64 * 1024);
/**
* Container start times used to set id prefix while publishing entity
* to ATSv2.
*/
private final ConcurrentMap<ContainerId, Long> containerStartTimes =
new ConcurrentHashMap<ContainerId, Long>();
private ConcurrentMap<ContainerId, Long> getContainerStartTimes() {
return containerStartTimes;
}
/**
* @param args Command line args
*/
public static void main(String[] args) {
boolean result = false;
ApplicationMaster appMaster = null;
try {
appMaster = new ApplicationMaster();
LOG.info("Initializing ApplicationMaster");
boolean doRun = appMaster.init(args);
if (!doRun) {
System.exit(0);
}
appMaster.run();
result = appMaster.finish();
} catch (Throwable t) {
LOG.error("Error running ApplicationMaster", t);
LogManager.shutdown();
ExitUtil.terminate(1, t);
} finally {
if (appMaster != null) {
appMaster.cleanup();
}
}
if (result) {
LOG.info("Application Master completed successfully. exiting");
System.exit(0);
} else {
LOG.error("Application Master failed. exiting");
System.exit(2);
}
}
/**
* Dump out contents of $CWD and the environment to stdout for debugging
*/
private void dumpOutDebugInfo() {
LOG.info("Dump debug output");
Map<String, String> envs = System.getenv();
for (Map.Entry<String, String> env : envs.entrySet()) {
LOG.info("System env: key=" + env.getKey() + ", val=" + env.getValue());
System.out.println("System env: key=" + env.getKey() + ", val="
+ env.getValue());
}
BufferedReader buf = null;
try {
String lines = Shell.WINDOWS ? Shell.execCommand("cmd", "/c", "dir") :
Shell.execCommand("ls", "-al");
buf = new BufferedReader(new StringReader(lines));
String line = "";
while ((line = buf.readLine()) != null) {
LOG.info("System CWD content: " + line);
System.out.println("System CWD content: " + line);
}
} catch (IOException e) {
e.printStackTrace();
} finally {
IOUtils.cleanupWithLogger(LOG, buf);
}
}
public ApplicationMaster() {
// Set up the configuration
conf = new YarnConfiguration();
}
/**
* Parse command line options
*
* @param args Command line args
* @return Whether init successful and run should be invoked
* @throws ParseException
* @throws IOException
*/
public boolean init(String[] args) throws ParseException, IOException {
Options opts = new Options();
opts.addOption("appname", true,
"Application Name. Default value - DistributedShell");
opts.addOption("app_attempt_id", true,
"App Attempt ID. Not to be used unless for testing purposes");
opts.addOption("shell_env", true,
"Environment for shell script. Specified as env_key=env_val pairs");
opts.addOption("container_type", true,
"Container execution type, GUARANTEED or OPPORTUNISTIC");
opts.addOption("promote_opportunistic_after_start", false,
"Flag to indicate whether to automatically promote opportunistic"
+ " containers to guaranteed.");
opts.addOption("enforce_execution_type", false,
"Flag to indicate whether to enforce execution type of containers");
opts.addOption("container_memory", true,
"Amount of memory in MB to be requested to run the shell command");
opts.addOption("container_vcores", true,
"Amount of virtual cores to be requested to run the shell command");
opts.addOption("container_resources", true,
"Amount of resources to be requested to run the shell command. " +
"Specified as resource type=value pairs separated by commas. " +
"E.g. -container_resources memory-mb=512,vcores=1");
opts.addOption("container_resource_profile", true,
"Resource profile to be requested to run the shell command");
opts.addOption("num_containers", true,
"No. of containers on which the shell command needs to be executed");
opts.addOption("priority", true, "Application Priority. Default 0");
opts.addOption("container_retry_policy", true,
"Retry policy when container fails to run, "
+ "0: NEVER_RETRY, 1: RETRY_ON_ALL_ERRORS, "
+ "2: RETRY_ON_SPECIFIC_ERROR_CODES");
opts.addOption("container_retry_error_codes", true,
"When retry policy is set to RETRY_ON_SPECIFIC_ERROR_CODES, error "
+ "codes is specified with this option, "
+ "e.g. --container_retry_error_codes 1,2,3");
opts.addOption("container_max_retries", true,
"If container could retry, it specifies max retires");
opts.addOption("container_retry_interval", true,
"Interval between each retry, unit is milliseconds");
opts.addOption("container_failures_validity_interval", true,
"Failures which are out of the time window will not be added to"
+ " the number of container retry attempts");
opts.addOption("placement_spec", true, "Placement specification");
opts.addOption("debug", false, "Dump out debug information");
opts.addOption("keep_containers_across_application_attempts", false,
"Flag to indicate whether to keep containers across application "
+ "attempts."
+ " If the flag is true, running containers will not be killed when"
+ " application attempt fails and these containers will be "
+ "retrieved by"
+ " the new application attempt ");
opts.addOption("localized_files", true, "List of localized files");
opts.addOption("homedir", true, "Home Directory of Job Owner");
opts.addOption("help", false, "Print usage");
CommandLine cliParser = new GnuParser().parse(opts, args);
if (args.length == 0) {
printUsage(opts);
throw new IllegalArgumentException(
"No args specified for application master to initialize");
}
//Check whether customer log4j.properties file exists
if (fileExist(log4jPath)) {
try {
Log4jPropertyHelper.updateLog4jConfiguration(ApplicationMaster.class,
log4jPath);
} catch (Exception e) {
LOG.warn("Can not set up custom log4j properties. " + e);
}
}
appName = cliParser.getOptionValue("appname", "DistributedShell");
if (cliParser.hasOption("help")) {
printUsage(opts);
return false;
}
if (cliParser.hasOption("debug")) {
dumpOutDebugInfo();
}
homeDirectory = cliParser.hasOption("homedir") ?
new Path(cliParser.getOptionValue("homedir")) :
new Path("/user/" + System.getenv(ApplicationConstants.
Environment.USER.name()));
if (cliParser.hasOption("placement_spec")) {
String placementSpec = cliParser.getOptionValue("placement_spec");
String decodedSpec = getDecodedPlacementSpec(placementSpec);
LOG.info("Placement Spec received [{}]", decodedSpec);
this.numTotalContainers = 0;
int globalNumOfContainers = Integer
.parseInt(cliParser.getOptionValue("num_containers", "0"));
parsePlacementSpecs(decodedSpec, globalNumOfContainers);
LOG.info("Total num containers requested [{}]", numTotalContainers);
if (numTotalContainers == 0) {
throw new IllegalArgumentException(
"Cannot run distributed shell with no containers");
}
}
Map<String, String> envs = System.getenv();
if (!envs.containsKey(Environment.CONTAINER_ID.name())) {
if (cliParser.hasOption("app_attempt_id")) {
String appIdStr = cliParser.getOptionValue("app_attempt_id", "");
appAttemptID = ApplicationAttemptId.fromString(appIdStr);
} else {
throw new IllegalArgumentException(
"Application Attempt Id not set in the environment");
}
} else {
ContainerId containerId = ContainerId.fromString(envs
.get(Environment.CONTAINER_ID.name()));
appAttemptID = containerId.getApplicationAttemptId();
appId = appAttemptID.getApplicationId();
}
if (!envs.containsKey(ApplicationConstants.APP_SUBMIT_TIME_ENV)) {
throw new RuntimeException(ApplicationConstants.APP_SUBMIT_TIME_ENV
+ " not set in the environment");
}
if (!envs.containsKey(Environment.NM_HOST.name())) {
throw new RuntimeException(Environment.NM_HOST.name()
+ " not set in the environment");
}
if (!envs.containsKey(Environment.NM_HTTP_PORT.name())) {
throw new RuntimeException(Environment.NM_HTTP_PORT
+ " not set in the environment");
}
if (!envs.containsKey(Environment.NM_PORT.name())) {
throw new RuntimeException(Environment.NM_PORT.name()
+ " not set in the environment");
}
LOG.info("Application master for app" + ", appId="
+ appAttemptID.getApplicationId().getId() + ", clustertimestamp="
+ appAttemptID.getApplicationId().getClusterTimestamp()
+ ", attemptId=" + appAttemptID.getAttemptId());
if (!fileExist(shellCommandPath)
&& envs.get(DSConstants.DISTRIBUTEDSHELLSCRIPTLOCATION).isEmpty()) {
throw new IllegalArgumentException(
"No shell command or shell script specified to be executed by application master");
}
if (fileExist(shellCommandPath)) {
shellCommand = readContent(shellCommandPath);
}
if (fileExist(shellArgsPath)) {
shellArgs = readContent(shellArgsPath);
}
if (cliParser.hasOption("shell_env")) {
String shellEnvs[] = cliParser.getOptionValues("shell_env");
for (String env : shellEnvs) {
env = env.trim();
int index = env.indexOf('=');
if (index == -1) {
shellEnv.put(env, "");
continue;
}
String key = env.substring(0, index);
String val = "";
if (index < (env.length() - 1)) {
val = env.substring(index + 1);
}
shellEnv.put(key, val);
}
}
if (envs.containsKey(DSConstants.DISTRIBUTEDSHELLSCRIPTLOCATION)) {
scriptPath = envs.get(DSConstants.DISTRIBUTEDSHELLSCRIPTLOCATION);
if (envs.containsKey(DSConstants.DISTRIBUTEDSHELLSCRIPTTIMESTAMP)) {
shellScriptPathTimestamp = Long.parseLong(envs
.get(DSConstants.DISTRIBUTEDSHELLSCRIPTTIMESTAMP));
}
if (envs.containsKey(DSConstants.DISTRIBUTEDSHELLSCRIPTLEN)) {
shellScriptPathLen = Long.parseLong(envs
.get(DSConstants.DISTRIBUTEDSHELLSCRIPTLEN));
}
if (!scriptPath.isEmpty()
&& (shellScriptPathTimestamp <= 0 || shellScriptPathLen <= 0)) {
LOG.error("Illegal values in env for shell script path" + ", path="
+ scriptPath + ", len=" + shellScriptPathLen + ", timestamp="
+ shellScriptPathTimestamp);
throw new IllegalArgumentException(
"Illegal values in env for shell script path");
}
}
if (envs.containsKey(DSConstants.DISTRIBUTEDSHELLTIMELINEDOMAIN)) {
domainId = envs.get(DSConstants.DISTRIBUTEDSHELLTIMELINEDOMAIN);
}
if (cliParser.hasOption("container_type")) {
String containerTypeStr = cliParser.getOptionValue("container_type");
if (Arrays.stream(ExecutionType.values()).noneMatch(
executionType -> executionType.toString()
.equals(containerTypeStr))) {
throw new IllegalArgumentException("Invalid container_type: "
+ containerTypeStr);
}
containerType = ExecutionType.valueOf(containerTypeStr);
}
if (cliParser.hasOption("promote_opportunistic_after_start")) {
autoPromoteContainers = true;
}
if (cliParser.hasOption("enforce_execution_type")) {
enforceExecType = true;
}
containerMemory = Integer.parseInt(cliParser.getOptionValue(
"container_memory", "-1"));
containerVirtualCores = Integer.parseInt(cliParser.getOptionValue(
"container_vcores", "-1"));
containerResources = new HashMap<>();
if (cliParser.hasOption("container_resources")) {
Map<String, Long> resources = Client.parseResourcesString(
cliParser.getOptionValue("container_resources"));
for (Map.Entry<String, Long> entry : resources.entrySet()) {
containerResources.put(entry.getKey(), entry.getValue());
}
}
containerResourceProfile =
cliParser.getOptionValue("container_resource_profile", "");
keepContainersAcrossAttempts = cliParser.hasOption(
"keep_containers_across_application_attempts");
if (this.placementSpecs == null) {
numTotalContainers = Integer.parseInt(cliParser.getOptionValue(
"num_containers", "1"));
}
if (numTotalContainers == 0) {
throw new IllegalArgumentException(
"Cannot run distributed shell with no containers");
}
requestPriority = Integer.parseInt(cliParser
.getOptionValue("priority", "0"));
containerRetryPolicy = ContainerRetryPolicy.values()[
Integer.parseInt(cliParser.getOptionValue(
"container_retry_policy", "0"))];
if (cliParser.hasOption("container_retry_error_codes")) {
containerRetryErrorCodes = new HashSet<>();
for (String errorCode :
cliParser.getOptionValue("container_retry_error_codes").split(",")) {
containerRetryErrorCodes.add(Integer.parseInt(errorCode));
}
}
containerMaxRetries = Integer.parseInt(
cliParser.getOptionValue("container_max_retries", "0"));
containrRetryInterval = Integer.parseInt(cliParser.getOptionValue(
"container_retry_interval", "0"));
containerFailuresValidityInterval = Long.parseLong(
cliParser.getOptionValue("container_failures_validity_interval", "-1"));
if (!YarnConfiguration.timelineServiceEnabled(conf)) {
timelineClient = null;
timelineV2Client = null;
LOG.warn("Timeline service is not enabled");
}
if (cliParser.hasOption("localized_files")) {
String localizedFilesArg = cliParser.getOptionValue("localized_files");
if (localizedFilesArg.contains(",")) {
String[] files = localizedFilesArg.split(",");
localizableFiles = Arrays.asList(files);
} else {
localizableFiles.add(localizedFilesArg);
}
}
return true;
}
private void parsePlacementSpecs(String decodedSpec,
int globalNumOfContainers) {
Map<String, PlacementSpec> pSpecs =
PlacementSpec.parse(decodedSpec);
this.placementSpecs = new HashMap<>();
for (PlacementSpec pSpec : pSpecs.values()) {
// Use global num of containers when the spec doesn't specify
// source tags. This is allowed when using node-attribute constraints.
if (Strings.isNullOrEmpty(pSpec.sourceTag)
&& pSpec.getNumContainers() == 0
&& globalNumOfContainers > 0) {
pSpec.setNumContainers(globalNumOfContainers);
}
this.numTotalContainers += pSpec.getNumContainers();
this.placementSpecs.put(pSpec.sourceTag, pSpec);
}
}
private String getDecodedPlacementSpec(String placementSpecifications) {
Base64.Decoder decoder = Base64.getDecoder();
byte[] decodedBytes = decoder.decode(
placementSpecifications.getBytes(StandardCharsets.UTF_8));
String decodedSpec = new String(decodedBytes, StandardCharsets.UTF_8);
LOG.info("Decode placement spec: " + decodedSpec);
return decodedSpec;
}
/**
* Helper function to print usage
*
* @param opts Parsed command line options
*/
private void printUsage(Options opts) {
new HelpFormatter().printHelp("ApplicationMaster", opts);
}
protected void cleanup() {
try {
appSubmitterUgi.doAs(new PrivilegedExceptionAction<Void>() {
@Override
public Void run() throws IOException {
FileSystem fs = FileSystem.get(conf);
Path dst = new Path(homeDirectory,
getRelativePath(appName, appId.toString(), ""));
fs.delete(dst, true);
return null;
}
});
} catch(Exception e) {
LOG.warn("Failed to remove application staging directory", e);
}
}
/**
* Main run function for the application master
*
* @throws YarnException
* @throws IOException
*/
@SuppressWarnings({ "unchecked" })
public void run() throws YarnException, IOException, InterruptedException {
LOG.info("Starting ApplicationMaster");
// Note: Credentials, Token, UserGroupInformation, DataOutputBuffer class
// are marked as LimitedPrivate
Credentials credentials =
UserGroupInformation.getCurrentUser().getCredentials();
DataOutputBuffer dob = new DataOutputBuffer();
credentials.writeTokenStorageToStream(dob);
// Now remove the AM->RM token so that containers cannot access it.
Iterator<Token<?>> iter = credentials.getAllTokens().iterator();
LOG.info("Executing with tokens:");
while (iter.hasNext()) {
Token<?> token = iter.next();
LOG.info(token.toString());
if (token.getKind().equals(AMRMTokenIdentifier.KIND_NAME)) {
iter.remove();
}
}
allTokens = ByteBuffer.wrap(dob.getData(), 0, dob.getLength());
// Create appSubmitterUgi and add original tokens to it
String appSubmitterUserName =
System.getenv(ApplicationConstants.Environment.USER.name());
appSubmitterUgi =
UserGroupInformation.createRemoteUser(appSubmitterUserName);
appSubmitterUgi.addCredentials(credentials);
AMRMClientAsync.AbstractCallbackHandler allocListener =
new RMCallbackHandler();
amRMClient = AMRMClientAsync.createAMRMClientAsync(1000, allocListener);
amRMClient.init(conf);
amRMClient.start();
containerListener = createNMCallbackHandler();
nmClientAsync = new NMClientAsyncImpl(containerListener);
nmClientAsync.init(conf);
nmClientAsync.start();
startTimelineClient(conf);
if (timelineServiceV2Enabled) {
// need to bind timelineClient
amRMClient.registerTimelineV2Client(timelineV2Client);
publishApplicationAttemptEventOnTimelineServiceV2(
DSEvent.DS_APP_ATTEMPT_START);
}
if (timelineServiceV1Enabled) {
publishApplicationAttemptEvent(timelineClient, appAttemptID.toString(),
DSEvent.DS_APP_ATTEMPT_START, domainId, appSubmitterUgi);
}
// Setup local RPC Server to accept status requests directly from clients
// TODO need to setup a protocol for client to be able to communicate to
// the RPC server
// TODO use the rpc port info to register with the RM for the client to
// send requests to this app master
// Register self with ResourceManager
// This will start heartbeating to the RM
appMasterHostname = NetUtils.getHostname();
Map<Set<String>, PlacementConstraint> placementConstraintMap = null;
if (this.placementSpecs != null) {
placementConstraintMap = new HashMap<>();
for (PlacementSpec spec : this.placementSpecs.values()) {
if (spec.constraint != null) {
Set<String> allocationTags = Strings.isNullOrEmpty(spec.sourceTag) ?
Collections.emptySet() : Collections.singleton(spec.sourceTag);
placementConstraintMap.put(allocationTags, spec.constraint);
}
}
}
RegisterApplicationMasterResponse response = amRMClient
.registerApplicationMaster(appMasterHostname, appMasterRpcPort,
appMasterTrackingUrl, placementConstraintMap);
resourceProfiles = response.getResourceProfiles();
ResourceUtils.reinitializeResources(response.getResourceTypes());
// Dump out information about cluster capability as seen by the
// resource manager
long maxMem = response.getMaximumResourceCapability().getMemorySize();
LOG.info("Max mem capability of resources in this cluster " + maxMem);
int maxVCores = response.getMaximumResourceCapability().getVirtualCores();
LOG.info("Max vcores capability of resources in this cluster " + maxVCores);
// A resource ask cannot exceed the max.
if (containerMemory > maxMem) {
LOG.info("Container memory specified above max threshold of cluster."
+ " Using max value." + ", specified=" + containerMemory + ", max="
+ maxMem);
containerMemory = maxMem;
}
if (containerVirtualCores > maxVCores) {
LOG.info("Container virtual cores specified above max threshold of cluster."
+ " Using max value." + ", specified=" + containerVirtualCores + ", max="
+ maxVCores);
containerVirtualCores = maxVCores;
}
List<Container> previousAMRunningContainers =
response.getContainersFromPreviousAttempts();
LOG.info(appAttemptID + " received " + previousAMRunningContainers.size()
+ " previous attempts' running containers on AM registration.");
for(Container container: previousAMRunningContainers) {
launchedContainers.add(container.getId());
}
numAllocatedContainers.addAndGet(previousAMRunningContainers.size());
int numTotalContainersToRequest =
numTotalContainers - previousAMRunningContainers.size();
// Setup ask for containers from RM
// Send request for containers to RM
// Until we get our fully allocated quota, we keep on polling RM for
// containers
// Keep looping until all the containers are launched and shell script
// executed on them ( regardless of success/failure).
if (this.placementSpecs == null) {
LOG.info("placementSpecs null");
for (int i = 0; i < numTotalContainersToRequest; ++i) {
ContainerRequest containerAsk = setupContainerAskForRM();
amRMClient.addContainerRequest(containerAsk);
}
} else {
LOG.info("placementSpecs to create req:" + placementSpecs);
List<SchedulingRequest> schedReqs = new ArrayList<>();
for (PlacementSpec pSpec : this.placementSpecs.values()) {
LOG.info("placementSpec :" + pSpec + ", container:" + pSpec
.getNumContainers());
for (int i = 0; i < pSpec.getNumContainers(); i++) {
SchedulingRequest sr = setupSchedulingRequest(pSpec);
schedReqs.add(sr);
}
}
amRMClient.addSchedulingRequests(schedReqs);
}
numRequestedContainers.set(numTotalContainers);
}
@VisibleForTesting
void startTimelineClient(final Configuration conf)
throws YarnException, IOException, InterruptedException {
try {
appSubmitterUgi.doAs(new PrivilegedExceptionAction<Void>() {
@Override
public Void run() throws Exception {
if (YarnConfiguration.timelineServiceEnabled(conf)) {
timelineServiceV1Enabled =
YarnConfiguration.timelineServiceV1Enabled(conf);
timelineServiceV2Enabled =
YarnConfiguration.timelineServiceV2Enabled(conf);
// Creating the Timeline Client
if (timelineServiceV1Enabled) {
timelineClient = TimelineClient.createTimelineClient();
timelineClient.init(conf);
timelineClient.start();
LOG.info("Timeline service V1 client is enabled");
}
if (timelineServiceV2Enabled) {
timelineV2Client = TimelineV2Client.createTimelineClient(
appAttemptID.getApplicationId());
timelineV2Client.init(conf);
timelineV2Client.start();
LOG.info("Timeline service V2 client is enabled");
}
} else {
timelineClient = null;
timelineV2Client = null;
LOG.warn("Timeline service is not enabled");
}
return null;
}
});
} catch (UndeclaredThrowableException e) {
throw new YarnException(e.getCause());
}
}
@VisibleForTesting
NMCallbackHandler createNMCallbackHandler() {
return new NMCallbackHandler(this);
}
@VisibleForTesting
protected boolean finish() {
// wait for completion.
while (!done
&& (numCompletedContainers.get() != numTotalContainers)) {
try {
Thread.sleep(200);
} catch (InterruptedException ex) {}
}
if (timelineServiceV1Enabled) {
publishApplicationAttemptEvent(timelineClient, appAttemptID.toString(),
DSEvent.DS_APP_ATTEMPT_END, domainId, appSubmitterUgi);
}
if (timelineServiceV2Enabled) {
publishApplicationAttemptEventOnTimelineServiceV2(
DSEvent.DS_APP_ATTEMPT_END);
}
// Join all launched threads
// needed for when we time out
// and we need to release containers
for (Thread launchThread : launchThreads) {
try {
launchThread.join(10000);
} catch (InterruptedException e) {
LOG.info("Exception thrown in thread join: " + e.getMessage());
e.printStackTrace();
}
}
// When the application completes, it should stop all running containers
LOG.info("Application completed. Stopping running containers");
nmClientAsync.stop();
// When the application completes, it should send a finish application
// signal to the RM
LOG.info("Application completed. Signalling finished to RM");
FinalApplicationStatus appStatus;
boolean success = true;
String message = null;
if (numCompletedContainers.get() - numFailedContainers.get()
>= numTotalContainers) {
appStatus = FinalApplicationStatus.SUCCEEDED;
} else {
appStatus = FinalApplicationStatus.FAILED;
message = String.format("Application Failure: desired = %d, " +
"completed = %d, allocated = %d, failed = %d, " +
"diagnostics = %s", numRequestedContainers.get(),
numCompletedContainers.get(), numAllocatedContainers.get(),
numFailedContainers.get(), diagnostics);
success = false;
}
try {
amRMClient.unregisterApplicationMaster(appStatus, message, null);
} catch (YarnException | IOException ex) {
LOG.error("Failed to unregister application", ex);
}
amRMClient.stop();
// Stop Timeline Client
if(timelineServiceV1Enabled) {
timelineClient.stop();
}
if (timelineServiceV2Enabled) {
timelineV2Client.stop();
}
return success;
}
public static String getRelativePath(String appName,
String appId, String fileDstPath) {
return appName + "/" + appId + "/" + fileDstPath;
}
@VisibleForTesting
class RMCallbackHandler extends AMRMClientAsync.AbstractCallbackHandler {
@SuppressWarnings("unchecked")
@Override
public void onContainersCompleted(List<ContainerStatus> completedContainers) {
LOG.info("Got response from RM for container ask, completedCnt="
+ completedContainers.size());
for (ContainerStatus containerStatus : completedContainers) {
String message = appAttemptID + " got container status for containerID="
+ containerStatus.getContainerId() + ", state="
+ containerStatus.getState() + ", exitStatus="
+ containerStatus.getExitStatus() + ", diagnostics="
+ containerStatus.getDiagnostics();
if (containerStatus.getExitStatus() != 0) {
LOG.error(message);
diagnostics.append(containerStatus.getDiagnostics());
} else {
LOG.info(message);
}
// non complete containers should not be here
assert (containerStatus.getState() == ContainerState.COMPLETE);
// ignore containers we know nothing about - probably from a previous
// attempt
if (!launchedContainers.contains(containerStatus.getContainerId())) {
LOG.info("Ignoring completed status of "
+ containerStatus.getContainerId()
+ "; unknown container(probably launched by previous attempt)");
continue;
}
// increment counters for completed/failed containers
int exitStatus = containerStatus.getExitStatus();
if (0 != exitStatus) {
// container failed
if (ContainerExitStatus.ABORTED != exitStatus) {
// shell script failed
// counts as completed
numCompletedContainers.incrementAndGet();
numFailedContainers.incrementAndGet();
} else {
// container was killed by framework, possibly preempted
// we should re-try as the container was lost for some reason
numAllocatedContainers.decrementAndGet();
numRequestedContainers.decrementAndGet();
// we do not need to release the container as it would be done
// by the RM
// Ignore these containers if placementspec is enabled
// for the time being.
if (placementSpecs != null) {
numIgnore.incrementAndGet();
}
}
} else {
// nothing to do
// container completed successfully
numCompletedContainers.incrementAndGet();
LOG.info("Container completed successfully." + ", containerId="
+ containerStatus.getContainerId());
}
if (timelineServiceV2Enabled) {
Long containerStartTime =
containerStartTimes.get(containerStatus.getContainerId());
if (containerStartTime == null) {
containerStartTime = SystemClock.getInstance().getTime();
containerStartTimes.put(containerStatus.getContainerId(),
containerStartTime);
}
publishContainerEndEventOnTimelineServiceV2(containerStatus,
containerStartTime);
}
if (timelineServiceV1Enabled) {
publishContainerEndEvent(timelineClient, containerStatus, domainId,
appSubmitterUgi);
}
}
// ask for more containers if any failed
int askCount = numTotalContainers - numRequestedContainers.get();
numRequestedContainers.addAndGet(askCount);
// Dont bother re-asking if we are using placementSpecs
if (placementSpecs == null) {
if (askCount > 0) {
for (int i = 0; i < askCount; ++i) {
ContainerRequest containerAsk = setupContainerAskForRM();
amRMClient.addContainerRequest(containerAsk);
}
}
}
if (numCompletedContainers.get() + numIgnore.get() >=
numTotalContainers) {
done = true;
}
}
@Override
public void onContainersAllocated(List<Container> allocatedContainers) {
LOG.info("Got response from RM for container ask, allocatedCnt="
+ allocatedContainers.size());
for (Container allocatedContainer : allocatedContainers) {
if (numAllocatedContainers.get() == numTotalContainers) {
LOG.info("The requested number of containers have been allocated."
+ " Releasing the extra container allocation from the RM.");
amRMClient.releaseAssignedContainer(allocatedContainer.getId());
} else {
numAllocatedContainers.addAndGet(1);
String yarnShellId = Integer.toString(yarnShellIdCounter);
yarnShellIdCounter++;
LOG.info(
"Launching shell command on a new container."
+ ", containerId=" + allocatedContainer.getId()
+ ", yarnShellId=" + yarnShellId
+ ", containerNode="
+ allocatedContainer.getNodeId().getHost()
+ ":" + allocatedContainer.getNodeId().getPort()
+ ", containerNodeURI="
+ allocatedContainer.getNodeHttpAddress()
+ ", containerResourceMemory"
+ allocatedContainer.getResource().getMemorySize()
+ ", containerResourceVirtualCores"
+ allocatedContainer.getResource().getVirtualCores());
Thread launchThread =
createLaunchContainerThread(allocatedContainer, yarnShellId);
// launch and start the container on a separate thread to keep
// the main thread unblocked
// as all containers may not be allocated at one go.
launchThreads.add(launchThread);
launchedContainers.add(allocatedContainer.getId());
launchThread.start();
// Remove the corresponding request
Collection<AMRMClient.ContainerRequest> requests =
amRMClient.getMatchingRequests(
allocatedContainer.getAllocationRequestId());
if (requests.iterator().hasNext()) {
AMRMClient.ContainerRequest request = requests.iterator().next();
amRMClient.removeContainerRequest(request);
}
}
}
}
@Override
public void onContainersUpdated(
List<UpdatedContainer> containers) {
for (UpdatedContainer container : containers) {
LOG.info("Container {} updated, updateType={}, resource={}, "
+ "execType={}",
container.getContainer().getId(),
container.getUpdateType().toString(),
container.getContainer().getResource().toString(),
container.getContainer().getExecutionType());
// TODO Remove this line with finalized updateContainer API.
// Currently nm client needs to notify the NM to update container
// execution type via NMClient#updateContainerResource() or
// NMClientAsync#updateContainerResourceAsync() when
// auto-update.containers is disabled, but this API is
// under evolving and will need to be replaced by a proper new API.
nmClientAsync.updateContainerResourceAsync(container.getContainer());
}
}
@Override
public void onRequestsRejected(List<RejectedSchedulingRequest> rejReqs) {
List<SchedulingRequest> reqsToRetry = new ArrayList<>();
for (RejectedSchedulingRequest rejReq : rejReqs) {
LOG.info("Scheduling Request {} has been rejected. Reason {}",
rejReq.getRequest(), rejReq.getReason());
reqsToRetry.add(rejReq.getRequest());
}
totalRetries.addAndGet(-1 * reqsToRetry.size());
if (totalRetries.get() <= 0) {
LOG.info("Exiting, since retries are exhausted !!");
done = true;
} else {
amRMClient.addSchedulingRequests(reqsToRetry);
}
}
@Override public void onShutdownRequest() {
if (keepContainersAcrossAttempts) {
LOG.info("Shutdown request received. Ignoring since "
+ "keep_containers_across_application_attempts is enabled");
} else{
LOG.info("Shutdown request received. Processing since "
+ "keep_containers_across_application_attempts is disabled");
done = true;
}
}
@Override
public void onNodesUpdated(List<NodeReport> updatedNodes) {}
@Override
public float getProgress() {
// set progress to deliver to RM on next heartbeat
float progress = (float) numCompletedContainers.get()
/ numTotalContainers;
return progress;
}
@Override
public void onError(Throwable e) {
LOG.error("Error in RMCallbackHandler: ", e);
done = true;
}
}
@VisibleForTesting
class NMCallbackHandler extends NMClientAsync.AbstractCallbackHandler {
private ConcurrentMap<ContainerId, Container> containers =
new ConcurrentHashMap<ContainerId, Container>();
private final ApplicationMaster applicationMaster;
public NMCallbackHandler(ApplicationMaster applicationMaster) {
this.applicationMaster = applicationMaster;
}
public void addContainer(ContainerId containerId, Container container) {
containers.putIfAbsent(containerId, container);
}
@Override
public void onContainerStopped(ContainerId containerId) {
LOG.debug("Succeeded to stop Container {}", containerId);
containers.remove(containerId);
}
@Override
public void onContainerStatusReceived(ContainerId containerId,
ContainerStatus containerStatus) {
LOG.debug("Container Status: id={}, status={}", containerId,
containerStatus);
// If promote_opportunistic_after_start is set, automatically promote
// opportunistic containers to guaranteed.
if (autoPromoteContainers) {
if (containerStatus.getState() == ContainerState.RUNNING) {
Container container = containers.get(containerId);
if (container.getExecutionType() == ExecutionType.OPPORTUNISTIC) {
// Promote container
LOG.info("Promoting container {} to {}", container.getId(),
container.getExecutionType());
UpdateContainerRequest updateRequest = UpdateContainerRequest
.newInstance(container.getVersion(), container.getId(),
ContainerUpdateType.PROMOTE_EXECUTION_TYPE, null,
ExecutionType.GUARANTEED);
amRMClient.requestContainerUpdate(container, updateRequest);
}
}
}
}
@Override
public void onContainerStarted(ContainerId containerId,
Map<String, ByteBuffer> allServiceResponse) {
LOG.debug("Succeeded to start Container {}", containerId);
Container container = containers.get(containerId);
if (container != null) {
applicationMaster.nmClientAsync.getContainerStatusAsync(
containerId, container.getNodeId());
}
if (applicationMaster.timelineServiceV2Enabled) {
long startTime = SystemClock.getInstance().getTime();
applicationMaster.getContainerStartTimes().put(containerId, startTime);
applicationMaster.publishContainerStartEventOnTimelineServiceV2(
container, startTime);
}
if (applicationMaster.timelineServiceV1Enabled) {
applicationMaster.publishContainerStartEvent(
applicationMaster.timelineClient, container,
applicationMaster.domainId, applicationMaster.appSubmitterUgi);
}
}
@Override
public void onStartContainerError(ContainerId containerId, Throwable t) {
LOG.error("Failed to start Container {}", containerId, t);
containers.remove(containerId);
applicationMaster.numCompletedContainers.incrementAndGet();
applicationMaster.numFailedContainers.incrementAndGet();
if (timelineServiceV2Enabled) {
publishContainerStartFailedEventOnTimelineServiceV2(containerId,
t.getMessage());
}
if (timelineServiceV1Enabled) {
publishContainerStartFailedEvent(containerId, t.getMessage());
}
}
@Override
public void onGetContainerStatusError(
ContainerId containerId, Throwable t) {
LOG.error("Failed to query the status of Container " + containerId);
}
@Override
public void onStopContainerError(ContainerId containerId, Throwable t) {
LOG.error("Failed to stop Container " + containerId);
containers.remove(containerId);
}
@Deprecated
@Override
public void onIncreaseContainerResourceError(
ContainerId containerId, Throwable t) {}
@Deprecated
@Override
public void onContainerResourceIncreased(
ContainerId containerId, Resource resource) {}
@Override
public void onUpdateContainerResourceError(
ContainerId containerId, Throwable t) {
}
@Override
public void onContainerResourceUpdated(ContainerId containerId,
Resource resource) {
}
}
/**
* Thread to connect to the {@link ContainerManagementProtocol} and launch the container
* that will execute the shell command.
*/
private class LaunchContainerRunnable implements Runnable {
// Allocated container
private Container container;
private String shellId;
NMCallbackHandler containerListener;
/**
* @param lcontainer Allocated container
* @param containerListener Callback handler of the container
*/
public LaunchContainerRunnable(Container lcontainer,
NMCallbackHandler containerListener, String shellId) {
this.container = lcontainer;
this.containerListener = containerListener;
this.shellId = shellId;
}
@Override
/**
* Connects to CM, sets up container launch context
* for shell command and eventually dispatches the container
* start request to the CM.
*/
public void run() {
LOG.info("Setting up container launch container for containerid="
+ container.getId() + " with shellid=" + shellId);
// Set the local resources
Map<String, LocalResource> localResources = new HashMap<String, LocalResource>();
// The container for the eventual shell commands needs its own local
// resources too.
// In this scenario, if a shell script is specified, we need to have it
// copied and made available to the container.
if (!scriptPath.isEmpty()) {
Path renamedScriptPath = null;
if (Shell.WINDOWS) {
renamedScriptPath = new Path(scriptPath + ".bat");
} else {
renamedScriptPath = new Path(scriptPath + ".sh");
}
try {
// rename the script file based on the underlying OS syntax.
renameScriptFile(renamedScriptPath);
} catch (Exception e) {
LOG.error(
"Not able to add suffix (.bat/.sh) to the shell script filename",
e);
// We know we cannot continue launching the container
// so we should release it.
numCompletedContainers.incrementAndGet();
numFailedContainers.incrementAndGet();
return;
}
URL yarnUrl = null;
try {
yarnUrl = URL.fromURI(new URI(renamedScriptPath.toString()));
} catch (URISyntaxException e) {
LOG.error("Error when trying to use shell script path specified"
+ " in env, path=" + renamedScriptPath, e);
// A failure scenario on bad input such as invalid shell script path
// We know we cannot continue launching the container
// so we should release it.
// TODO
numCompletedContainers.incrementAndGet();
numFailedContainers.incrementAndGet();
return;
}
LocalResource shellRsrc = LocalResource.newInstance(yarnUrl,
LocalResourceType.FILE, LocalResourceVisibility.APPLICATION,
shellScriptPathLen, shellScriptPathTimestamp);
localResources.put(Shell.WINDOWS ? EXEC_BAT_SCRIPT_STRING_PATH :
EXEC_SHELL_STRING_PATH, shellRsrc);
shellCommand = Shell.WINDOWS ? windows_command : linux_bash_command;
}
// Set up localization for the container which runs the command
if (localizableFiles.size() > 0) {
FileSystem fs;
try {
fs = FileSystem.get(conf);
} catch (IOException e) {
numCompletedContainers.incrementAndGet();
numFailedContainers.incrementAndGet();
throw new UncheckedIOException("Cannot get FileSystem", e);
}
localizableFiles.stream().forEach(fileName -> {
try {
String relativePath =
getRelativePath(appName, appId.toString(), fileName);
Path dst =
new Path(homeDirectory, relativePath);
FileStatus fileStatus = fs.getFileStatus(dst);
LocalResource localRes = LocalResource.newInstance(
URL.fromURI(dst.toUri()),
LocalResourceType.FILE, LocalResourceVisibility.APPLICATION,
fileStatus.getLen(), fileStatus.getModificationTime());
LOG.info("Setting up file for localization: " + dst);
localResources.put(fileName, localRes);
} catch (IOException e) {
numCompletedContainers.incrementAndGet();
numFailedContainers.incrementAndGet();
throw new UncheckedIOException(
"Error during localization setup", e);
}
});
}
// Set the necessary command to execute on the allocated container
Vector<CharSequence> vargs = new Vector<CharSequence>(5);
// Set executable command
vargs.add(shellCommand);
// Set shell script path
if (!scriptPath.isEmpty()) {
vargs.add(Shell.WINDOWS ? EXEC_BAT_SCRIPT_STRING_PATH
: EXEC_SHELL_STRING_PATH);
}
// Set args for the shell command if any
vargs.add(shellArgs);
// Add log redirect params
vargs.add("1>" + ApplicationConstants.LOG_DIR_EXPANSION_VAR + "/stdout");
vargs.add("2>" + ApplicationConstants.LOG_DIR_EXPANSION_VAR + "/stderr");
// Get final commmand
StringBuilder command = new StringBuilder();
for (CharSequence str : vargs) {
command.append(str).append(" ");
}
List<String> commands = new ArrayList<String>();
commands.add(command.toString());
// Set up ContainerLaunchContext, setting local resource, environment,
// command and token for constructor.
// Note for tokens: Set up tokens for the container too. Today, for normal
// shell commands, the container in distribute-shell doesn't need any
// tokens. We are populating them mainly for NodeManagers to be able to
// download anyfiles in the distributed file-system. The tokens are
// otherwise also useful in cases, for e.g., when one is running a
// "hadoop dfs" command inside the distributed shell.
Map<String, String> myShellEnv = new HashMap<String, String>(shellEnv);
myShellEnv.put(YARN_SHELL_ID, shellId);
ContainerRetryContext containerRetryContext =
ContainerRetryContext.newInstance(
containerRetryPolicy, containerRetryErrorCodes,
containerMaxRetries, containrRetryInterval,
containerFailuresValidityInterval);
ContainerLaunchContext ctx = ContainerLaunchContext.newInstance(
localResources, myShellEnv, commands, null, allTokens.duplicate(),
null, containerRetryContext);
containerListener.addContainer(container.getId(), container);
nmClientAsync.startContainerAsync(container, ctx);
}
}
private void renameScriptFile(final Path renamedScriptPath)
throws IOException, InterruptedException {
appSubmitterUgi.doAs(new PrivilegedExceptionAction<Void>() {
@Override
public Void run() throws IOException {
FileSystem fs = renamedScriptPath.getFileSystem(conf);
fs.rename(new Path(scriptPath), renamedScriptPath);
return null;
}
});
LOG.info("User " + appSubmitterUgi.getUserName()
+ " added suffix(.sh/.bat) to script file as " + renamedScriptPath);
}
/**
* Setup the request that will be sent to the RM for the container ask.
*
* @return the setup ResourceRequest to be sent to RM
*/
private ContainerRequest setupContainerAskForRM() {
// setup requirements for hosts
// using * as any host will do for the distributed shell app
// set the priority for the request
// TODO - what is the range for priority? how to decide?
Priority pri = Priority.newInstance(requestPriority);
// Set up resource type requirements
ContainerRequest request = new ContainerRequest(
getTaskResourceCapability(),
null, null, pri, 0, true, null,
ExecutionTypeRequest.newInstance(containerType, enforceExecType),
containerResourceProfile);
LOG.info("Requested container ask: " + request.toString());
return request;
}
private SchedulingRequest setupSchedulingRequest(PlacementSpec spec) {
long allocId = allocIdCounter.incrementAndGet();
SchedulingRequest sReq = SchedulingRequest.newInstance(
allocId, Priority.newInstance(requestPriority),
ExecutionTypeRequest.newInstance(),
Collections.singleton(spec.sourceTag),
ResourceSizing.newInstance(
getTaskResourceCapability()), null);
sReq.setPlacementConstraint(spec.constraint);
LOG.info("Scheduling Request made: " + sReq.toString());
return sReq;
}
private boolean fileExist(String filePath) {
return new File(filePath).exists();
}
private String readContent(String filePath) throws IOException {
try (DataInputStream ds = new DataInputStream(
new FileInputStream(filePath))) {
return ds.readUTF();
}
}
private void publishContainerStartEvent(
final TimelineClient timelineClient, final Container container,
String domainId, UserGroupInformation ugi) {
final TimelineEntity entity = new TimelineEntity();
entity.setEntityId(container.getId().toString());
entity.setEntityType(DSEntity.DS_CONTAINER.toString());
entity.setDomainId(domainId);
entity.addPrimaryFilter(USER_TIMELINE_FILTER_NAME, ugi.getShortUserName());
entity.addPrimaryFilter(APPID_TIMELINE_FILTER_NAME, container.getId()
.getApplicationAttemptId().getApplicationId().toString());
TimelineEvent event = new TimelineEvent();
event.setTimestamp(System.currentTimeMillis());
event.setEventType(DSEvent.DS_CONTAINER_START.toString());
event.addEventInfo("Node", container.getNodeId().toString());
event.addEventInfo("Resources", container.getResource().toString());
entity.addEvent(event);
try {
processTimelineResponseErrors(
putContainerEntity(timelineClient,
container.getId().getApplicationAttemptId(),
entity));
} catch (YarnException | IOException | ClientHandlerException e) {
LOG.error("Container start event could not be published for "
+ container.getId().toString(), e);
}
}
@VisibleForTesting
void publishContainerEndEvent(
final TimelineClient timelineClient, ContainerStatus container,
String domainId, UserGroupInformation ugi) {
final TimelineEntity entity = new TimelineEntity();
entity.setEntityId(container.getContainerId().toString());
entity.setEntityType(DSEntity.DS_CONTAINER.toString());
entity.setDomainId(domainId);
entity.addPrimaryFilter(USER_TIMELINE_FILTER_NAME, ugi.getShortUserName());
entity.addPrimaryFilter(APPID_TIMELINE_FILTER_NAME,
container.getContainerId().getApplicationAttemptId()
.getApplicationId().toString());
TimelineEvent event = new TimelineEvent();
event.setTimestamp(System.currentTimeMillis());
event.setEventType(DSEvent.DS_CONTAINER_END.toString());
event.addEventInfo("State", container.getState().name());
event.addEventInfo("Exit Status", container.getExitStatus());
event.addEventInfo(DIAGNOSTICS, container.getDiagnostics());
entity.addEvent(event);
try {
processTimelineResponseErrors(
putContainerEntity(timelineClient,
container.getContainerId().getApplicationAttemptId(),
entity));
} catch (YarnException | IOException | ClientHandlerException e) {
LOG.error("Container end event could not be published for "
+ container.getContainerId().toString(), e);
}
}
private TimelinePutResponse putContainerEntity(
TimelineClient timelineClient, ApplicationAttemptId currAttemptId,
TimelineEntity entity)
throws YarnException, IOException {
if (TimelineUtils.timelineServiceV1_5Enabled(conf)) {
TimelineEntityGroupId groupId = TimelineEntityGroupId.newInstance(
currAttemptId.getApplicationId(),
CONTAINER_ENTITY_GROUP_ID);
return timelineClient.putEntities(currAttemptId, groupId, entity);
} else {
return timelineClient.putEntities(entity);
}
}
private void publishApplicationAttemptEvent(
final TimelineClient timelineClient, String appAttemptId,
DSEvent appEvent, String domainId, UserGroupInformation ugi) {
final TimelineEntity entity = new TimelineEntity();
entity.setEntityId(appAttemptId);
entity.setEntityType(DSEntity.DS_APP_ATTEMPT.toString());
entity.setDomainId(domainId);
entity.addPrimaryFilter(USER_TIMELINE_FILTER_NAME, ugi.getShortUserName());
TimelineEvent event = new TimelineEvent();
event.setEventType(appEvent.toString());
event.setTimestamp(System.currentTimeMillis());
entity.addEvent(event);
try {
TimelinePutResponse response = timelineClient.putEntities(entity);
processTimelineResponseErrors(response);
} catch (YarnException | IOException | ClientHandlerException e) {
LOG.error("App Attempt "
+ (appEvent.equals(DSEvent.DS_APP_ATTEMPT_START) ? "start" : "end")
+ " event could not be published for "
+ appAttemptID, e);
}
}
private TimelinePutResponse processTimelineResponseErrors(
TimelinePutResponse response) {
List<TimelinePutResponse.TimelinePutError> errors = response.getErrors();
if (errors.size() == 0) {
LOG.debug("Timeline entities are successfully put");
} else {
for (TimelinePutResponse.TimelinePutError error : errors) {
LOG.error(
"Error when publishing entity [" + error.getEntityType() + ","
+ error.getEntityId() + "], server side error code: "
+ error.getErrorCode());
}
}
return response;
}
RMCallbackHandler getRMCallbackHandler() {
return new RMCallbackHandler();
}
@VisibleForTesting
void setAmRMClient(AMRMClientAsync client) {
this.amRMClient = client;
}
@VisibleForTesting
int getNumCompletedContainers() {
return numCompletedContainers.get();
}
@VisibleForTesting
boolean getDone() {
return done;
}
@VisibleForTesting
Thread createLaunchContainerThread(Container allocatedContainer,
String shellId) {
LaunchContainerRunnable runnableLaunchContainer =
new LaunchContainerRunnable(allocatedContainer, containerListener,
shellId);
return new Thread(runnableLaunchContainer);
}
private void publishContainerStartEventOnTimelineServiceV2(
Container container, long startTime) {
final org.apache.hadoop.yarn.api.records.timelineservice.TimelineEntity
entity =
new org.apache.hadoop.yarn.api.records.timelineservice.
TimelineEntity();
entity.setId(container.getId().toString());
entity.setType(DSEntity.DS_CONTAINER.toString());
entity.setCreatedTime(startTime);
entity.addInfo("user", appSubmitterUgi.getShortUserName());
org.apache.hadoop.yarn.api.records.timelineservice.TimelineEvent event =
new org.apache.hadoop.yarn.api.records.timelineservice.TimelineEvent();
event.setTimestamp(startTime);
event.setId(DSEvent.DS_CONTAINER_START.toString());
event.addInfo("Node", container.getNodeId().toString());
event.addInfo("Resources", container.getResource().toString());
entity.addEvent(event);
entity.setIdPrefix(TimelineServiceHelper.invertLong(startTime));
try {
appSubmitterUgi.doAs(new PrivilegedExceptionAction<Object>() {
@Override
public TimelinePutResponse run() throws Exception {
timelineV2Client.putEntitiesAsync(entity);
return null;
}
});
} catch (Exception e) {
LOG.error("Container start event could not be published for "
+ container.getId().toString(),
e instanceof UndeclaredThrowableException ? e.getCause() : e);
}
}
private void publishContainerStartFailedEventOnTimelineServiceV2(
final ContainerId containerId, String diagnostics) {
final org.apache.hadoop.yarn.api.records.timelineservice.TimelineEntity
entity = new org.apache.hadoop.yarn.api.records.timelineservice.
TimelineEntity();
entity.setId(containerId.toString());
entity.setType(DSEntity.DS_CONTAINER.toString());
entity.addInfo("user", appSubmitterUgi.getShortUserName());
org.apache.hadoop.yarn.api.records.timelineservice.TimelineEvent event =
new org.apache.hadoop.yarn.api.records.timelineservice
.TimelineEvent();
event.setTimestamp(System.currentTimeMillis());
event.setId(DSEvent.DS_CONTAINER_END.toString());
event.addInfo(DIAGNOSTICS, diagnostics);
entity.addEvent(event);
try {
appSubmitterUgi.doAs((PrivilegedExceptionAction<Object>) () -> {
timelineV2Client.putEntitiesAsync(entity);
return null;
});
} catch (Exception e) {
LOG.error("Container start failed event could not be published for {}",
containerId,
e instanceof UndeclaredThrowableException ? e.getCause() : e);
}
}
private void publishContainerStartFailedEvent(final ContainerId containerId,
String diagnostics) {
final TimelineEntity entityV1 = new TimelineEntity();
entityV1.setEntityId(containerId.toString());
entityV1.setEntityType(DSEntity.DS_CONTAINER.toString());
entityV1.setDomainId(domainId);
entityV1.addPrimaryFilter(USER_TIMELINE_FILTER_NAME, appSubmitterUgi
.getShortUserName());
entityV1.addPrimaryFilter(APPID_TIMELINE_FILTER_NAME,
containerId.getApplicationAttemptId().getApplicationId().toString());
TimelineEvent eventV1 = new TimelineEvent();
eventV1.setTimestamp(System.currentTimeMillis());
eventV1.setEventType(DSEvent.DS_CONTAINER_END.toString());
eventV1.addEventInfo(DIAGNOSTICS, diagnostics);
entityV1.addEvent(eventV1);
try {
processTimelineResponseErrors(putContainerEntity(timelineClient,
containerId.getApplicationAttemptId(), entityV1));
} catch (YarnException | IOException | ClientHandlerException e) {
LOG.error("Container end event could not be published for {}",
containerId, e);
}
}
private void publishContainerEndEventOnTimelineServiceV2(
final ContainerStatus container, long containerStartTime) {
final org.apache.hadoop.yarn.api.records.timelineservice.TimelineEntity
entity =
new org.apache.hadoop.yarn.api.records.timelineservice.
TimelineEntity();
entity.setId(container.getContainerId().toString());
entity.setType(DSEntity.DS_CONTAINER.toString());
//entity.setDomainId(domainId);
entity.addInfo("user", appSubmitterUgi.getShortUserName());
org.apache.hadoop.yarn.api.records.timelineservice.TimelineEvent event =
new org.apache.hadoop.yarn.api.records.timelineservice.TimelineEvent();
event.setTimestamp(System.currentTimeMillis());
event.setId(DSEvent.DS_CONTAINER_END.toString());
event.addInfo("State", container.getState().name());
event.addInfo("Exit Status", container.getExitStatus());
event.addInfo(DIAGNOSTICS, container.getDiagnostics());
entity.addEvent(event);
entity.setIdPrefix(TimelineServiceHelper.invertLong(containerStartTime));
try {
appSubmitterUgi.doAs(new PrivilegedExceptionAction<Object>() {
@Override
public TimelinePutResponse run() throws Exception {
timelineV2Client.putEntitiesAsync(entity);
return null;
}
});
} catch (Exception e) {
LOG.error("Container end event could not be published for "
+ container.getContainerId().toString(),
e instanceof UndeclaredThrowableException ? e.getCause() : e);
}
}
private void publishApplicationAttemptEventOnTimelineServiceV2(
DSEvent appEvent) {
final org.apache.hadoop.yarn.api.records.timelineservice.TimelineEntity
entity =
new org.apache.hadoop.yarn.api.records.timelineservice.
TimelineEntity();
entity.setId(appAttemptID.toString());
entity.setType(DSEntity.DS_APP_ATTEMPT.toString());
long ts = System.currentTimeMillis();
if (appEvent == DSEvent.DS_APP_ATTEMPT_START) {
entity.setCreatedTime(ts);
}
entity.addInfo("user", appSubmitterUgi.getShortUserName());
org.apache.hadoop.yarn.api.records.timelineservice.TimelineEvent event =
new org.apache.hadoop.yarn.api.records.timelineservice.TimelineEvent();
event.setId(appEvent.toString());
event.setTimestamp(ts);
entity.addEvent(event);
entity.setIdPrefix(
TimelineServiceHelper.invertLong(appAttemptID.getAttemptId()));
try {
appSubmitterUgi.doAs(new PrivilegedExceptionAction<Object>() {
@Override
public TimelinePutResponse run() throws Exception {
timelineV2Client.putEntitiesAsync(entity);
return null;
}
});
} catch (Exception e) {
LOG.error("App Attempt "
+ (appEvent.equals(DSEvent.DS_APP_ATTEMPT_START) ? "start" : "end")
+ " event could not be published for "
+ appAttemptID,
e instanceof UndeclaredThrowableException ? e.getCause() : e);
}
}
private Resource getTaskResourceCapability()
throws YarnRuntimeException {
if (containerMemory < -1 || containerMemory == 0) {
throw new YarnRuntimeException("Value of AM memory '" + containerMemory
+ "' has to be greater than 0");
}
if (containerVirtualCores < -1 || containerVirtualCores == 0) {
throw new YarnRuntimeException(
"Value of AM vcores '" + containerVirtualCores
+ "' has to be greater than 0");
}
Resource resourceCapability =
Resource.newInstance(containerMemory, containerVirtualCores);
containerMemory =
containerMemory == -1 ? DEFAULT_CONTAINER_MEMORY : containerMemory;
containerVirtualCores = containerVirtualCores == -1 ?
DEFAULT_CONTAINER_VCORES :
containerVirtualCores;
resourceCapability.setMemorySize(containerMemory);
resourceCapability.setVirtualCores(containerVirtualCores);
for (Map.Entry<String, Long> entry : containerResources.entrySet()) {
resourceCapability.setResourceValue(entry.getKey(), entry.getValue());
}
return resourceCapability;
}
}
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