List of usage examples for org.apache.hadoop.yarn.api.records Container getPriority
@Public @Stable public abstract Priority getPriority();
Priority at which the Container was allocated. From source file:com.cloudera.llama.am.yarn.YarnRMConnector.java
License:Apache License
@Override public void onContainersAllocated(List<Container> containers) { List<RMEvent> changes = new ArrayList<RMEvent>(); // no need to use a ugi.doAs() as this is called from within Yarn client List<Container> unclaimedContainers = new ArrayList<Container>(); for (Container container : containers) { List<? extends Collection<LlamaContainerRequest>> matchingContainerReqs = amRmClientAsync .getMatchingRequests(container.getPriority(), getNodeName(container.getNodeId()), container.getResource()); if (!matchingContainerReqs.isEmpty()) { LlamaContainerRequest req = null; Iterator<? extends Collection<LlamaContainerRequest>> it1 = matchingContainerReqs.iterator(); while (req == null && it1.hasNext()) { Iterator<LlamaContainerRequest> it2 = it1.next().iterator(); while (req == null && it2.hasNext()) { req = it2.next();//w w w .j ava 2 s .c o m LOG.trace("Matching container '{}' resource '{}'", container, req.getResourceAsk()); } } if (req == null) { LOG.error("There was a match for container '{}', " + "LlamaContainerRequest cannot be NULL", container); } else { handleContainerMatchingRequest(container, req, changes); /*Remove the granted request from anyLocationResourceIdToRequestMap if it is there*/ anyLocationResourceIdToRequestMap.remove(req.getResourceAsk().getResourceId()); } } else { LOG.debug("No strong request match for {}. Adding to the list of unclaimed containers.", container); unclaimedContainers.add(container); } } /*Matching YARN resources against requests relaxing locality*/ for (Container container : unclaimedContainers) { /*Looking for requests with 'DONT_CARE' or 'PREFERRED' locality which match with the resources we've got*/ boolean containerIsClaimed = false; Iterator<Map.Entry<UUID, LlamaContainerRequest>> iterator = anyLocationResourceIdToRequestMap.entrySet() .iterator(); while (iterator.hasNext()) { Map.Entry<UUID, LlamaContainerRequest> entry = iterator.next(); LlamaContainerRequest request = entry.getValue(); /*Matching by the capacity only*/ if (request.getResourceAsk().getCpuVCoresAsk() == container.getResource().getVirtualCores() && request.getResourceAsk().getMemoryMbsAsk() == container.getResource().getMemory()) { handleContainerMatchingRequest(container, request, changes); iterator.remove(); containerIsClaimed = true; break; } } if (!containerIsClaimed) { LOG.error("No matching request for {}. Releasing the container.", container); containerToResourceMap.remove(container.getId()); amRmClientAsync.releaseAssignedContainer(container.getId()); } } llamaCallback.onEvent(changes); }
From source file:com.datatorrent.stram.StreamingAppMasterService.java
License:Apache License
/** * Main run function for the application master * * @throws YarnException//www . j av a2s .c om */ @SuppressWarnings("SleepWhileInLoop") private void execute() throws YarnException, IOException { LOG.info("Starting ApplicationMaster"); final Credentials credentials = UserGroupInformation.getCurrentUser().getCredentials(); LOG.info("number of tokens: {}", credentials.getAllTokens().size()); Iterator<Token<?>> iter = credentials.getAllTokens().iterator(); while (iter.hasNext()) { Token<?> token = iter.next(); LOG.debug("token: {}", token); } final Configuration conf = getConfig(); long tokenLifeTime = (long) (dag.getValue(LogicalPlan.TOKEN_REFRESH_ANTICIPATORY_FACTOR) * Math .min(dag.getValue(LogicalPlan.HDFS_TOKEN_LIFE_TIME), dag.getValue(LogicalPlan.RM_TOKEN_LIFE_TIME))); long expiryTime = System.currentTimeMillis() + tokenLifeTime; LOG.debug(" expiry token time {}", tokenLifeTime); String hdfsKeyTabFile = dag.getValue(LogicalPlan.KEY_TAB_FILE); // Register self with ResourceManager RegisterApplicationMasterResponse response = amRmClient.registerApplicationMaster(appMasterHostname, 0, appMasterTrackingUrl); // Dump out information about cluster capability as seen by the resource manager int maxMem = response.getMaximumResourceCapability().getMemory(); int maxVcores = response.getMaximumResourceCapability().getVirtualCores(); LOG.info("Max mem {}m and vcores {} capabililty of resources in this cluster ", maxMem, maxVcores); // for locality relaxation fall back Map<StreamingContainerAgent.ContainerStartRequest, MutablePair<Integer, ContainerRequest>> requestedResources = Maps .newHashMap(); // Setup heartbeat emitter // TODO poll RM every now and then with an empty request to let RM know that we are alive // The heartbeat interval after which an AM is timed out by the RM is defined by a config setting: // RM_AM_EXPIRY_INTERVAL_MS with default defined by DEFAULT_RM_AM_EXPIRY_INTERVAL_MS // The allocate calls to the RM count as heartbeat so, for now, this additional heartbeat emitter // is not required. int loopCounter = -1; List<ContainerId> releasedContainers = new ArrayList<ContainerId>(); int numTotalContainers = 0; // keep track of already requested containers to not request them again while waiting for allocation int numRequestedContainers = 0; int numReleasedContainers = 0; int nextRequestPriority = 0; ResourceRequestHandler resourceRequestor = new ResourceRequestHandler(); YarnClient clientRMService = YarnClient.createYarnClient(); try { // YARN-435 // we need getClusterNodes to populate the initial node list, // subsequent updates come through the heartbeat response clientRMService.init(conf); clientRMService.start(); ApplicationReport ar = StramClientUtils.getStartedAppInstanceByName(clientRMService, dag.getAttributes().get(DAG.APPLICATION_NAME), UserGroupInformation.getLoginUser().getUserName(), dag.getAttributes().get(DAG.APPLICATION_ID)); if (ar != null) { appDone = true; dnmgr.shutdownDiagnosticsMessage = String.format( "Application master failed due to application %s with duplicate application name \"%s\" by the same user \"%s\" is already started.", ar.getApplicationId().toString(), ar.getName(), ar.getUser()); LOG.info("Forced shutdown due to {}", dnmgr.shutdownDiagnosticsMessage); finishApplication(FinalApplicationStatus.FAILED, numTotalContainers); return; } resourceRequestor.updateNodeReports(clientRMService.getNodeReports()); } catch (Exception e) { throw new RuntimeException("Failed to retrieve cluster nodes report.", e); } finally { clientRMService.stop(); } // check for previously allocated containers // as of 2.2, containers won't survive AM restart, but this will change in the future - YARN-1490 checkContainerStatus(); FinalApplicationStatus finalStatus = FinalApplicationStatus.SUCCEEDED; final InetSocketAddress rmAddress = conf.getSocketAddr(YarnConfiguration.RM_ADDRESS, YarnConfiguration.DEFAULT_RM_ADDRESS, YarnConfiguration.DEFAULT_RM_PORT); while (!appDone) { loopCounter++; if (UserGroupInformation.isSecurityEnabled() && System.currentTimeMillis() >= expiryTime && hdfsKeyTabFile != null) { String applicationId = appAttemptID.getApplicationId().toString(); expiryTime = StramUserLogin.refreshTokens(tokenLifeTime, "." + File.separator + "tmp", applicationId, conf, hdfsKeyTabFile, credentials, rmAddress, true); } Runnable r; while ((r = this.pendingTasks.poll()) != null) { r.run(); } // log current state /* * LOG.info("Current application state: loop=" + loopCounter + ", appDone=" + appDone + ", total=" + * numTotalContainers + ", requested=" + numRequestedContainers + ", completed=" + numCompletedContainers + * ", failed=" + numFailedContainers + ", currentAllocated=" + this.allAllocatedContainers.size()); */ // Sleep before each loop when asking RM for containers // to avoid flooding RM with spurious requests when it // need not have any available containers try { sleep(1000); } catch (InterruptedException e) { LOG.info("Sleep interrupted " + e.getMessage()); } // Setup request to be sent to RM to allocate containers List<ContainerRequest> containerRequests = new ArrayList<ContainerRequest>(); List<ContainerRequest> removedContainerRequests = new ArrayList<ContainerRequest>(); // request containers for pending deploy requests if (!dnmgr.containerStartRequests.isEmpty()) { StreamingContainerAgent.ContainerStartRequest csr; while ((csr = dnmgr.containerStartRequests.poll()) != null) { if (csr.container.getRequiredMemoryMB() > maxMem) { LOG.warn("Container memory {}m above max threshold of cluster. Using max value {}m.", csr.container.getRequiredMemoryMB(), maxMem); csr.container.setRequiredMemoryMB(maxMem); } if (csr.container.getRequiredVCores() > maxVcores) { LOG.warn("Container vcores {} above max threshold of cluster. Using max value {}.", csr.container.getRequiredVCores(), maxVcores); csr.container.setRequiredVCores(maxVcores); } csr.container.setResourceRequestPriority(nextRequestPriority++); ContainerRequest cr = resourceRequestor.createContainerRequest(csr, true); MutablePair<Integer, ContainerRequest> pair = new MutablePair<Integer, ContainerRequest>( loopCounter, cr); requestedResources.put(csr, pair); containerRequests.add(cr); } } if (!requestedResources.isEmpty()) { //resourceRequestor.clearNodeMapping(); for (Map.Entry<StreamingContainerAgent.ContainerStartRequest, MutablePair<Integer, ContainerRequest>> entry : requestedResources .entrySet()) { if ((loopCounter - entry.getValue().getKey()) > NUMBER_MISSED_HEARTBEATS) { StreamingContainerAgent.ContainerStartRequest csr = entry.getKey(); removedContainerRequests.add(entry.getValue().getRight()); ContainerRequest cr = resourceRequestor.createContainerRequest(csr, false); entry.getValue().setLeft(loopCounter); entry.getValue().setRight(cr); containerRequests.add(cr); } } } numTotalContainers += containerRequests.size(); numRequestedContainers += containerRequests.size(); AllocateResponse amResp = sendContainerAskToRM(containerRequests, removedContainerRequests, releasedContainers); if (amResp.getAMCommand() != null) { LOG.info(" statement executed:{}", amResp.getAMCommand()); switch (amResp.getAMCommand()) { case AM_RESYNC: case AM_SHUTDOWN: throw new YarnRuntimeException("Received the " + amResp.getAMCommand() + " command from RM"); default: throw new YarnRuntimeException("Received the " + amResp.getAMCommand() + " command from RM"); } } releasedContainers.clear(); // Retrieve list of allocated containers from the response List<Container> newAllocatedContainers = amResp.getAllocatedContainers(); // LOG.info("Got response from RM for container ask, allocatedCnt=" + newAllocatedContainers.size()); numRequestedContainers -= newAllocatedContainers.size(); long timestamp = System.currentTimeMillis(); for (Container allocatedContainer : newAllocatedContainers) { LOG.info("Got new container." + ", containerId=" + allocatedContainer.getId() + ", containerNode=" + allocatedContainer.getNodeId() + ", containerNodeURI=" + allocatedContainer.getNodeHttpAddress() + ", containerResourceMemory" + allocatedContainer.getResource().getMemory() + ", priority" + allocatedContainer.getPriority()); // + ", containerToken" + allocatedContainer.getContainerToken().getIdentifier().toString()); boolean alreadyAllocated = true; StreamingContainerAgent.ContainerStartRequest csr = null; for (Map.Entry<StreamingContainerAgent.ContainerStartRequest, MutablePair<Integer, ContainerRequest>> entry : requestedResources .entrySet()) { if (entry.getKey().container.getResourceRequestPriority() == allocatedContainer.getPriority() .getPriority()) { alreadyAllocated = false; csr = entry.getKey(); break; } } if (alreadyAllocated) { LOG.info("Releasing {} as resource with priority {} was already assigned", allocatedContainer.getId(), allocatedContainer.getPriority()); releasedContainers.add(allocatedContainer.getId()); numReleasedContainers++; numRequestedContainers++; continue; } if (csr != null) { requestedResources.remove(csr); } // allocate resource to container ContainerResource resource = new ContainerResource(allocatedContainer.getPriority().getPriority(), allocatedContainer.getId().toString(), allocatedContainer.getNodeId().toString(), allocatedContainer.getResource().getMemory(), allocatedContainer.getResource().getVirtualCores(), allocatedContainer.getNodeHttpAddress()); StreamingContainerAgent sca = dnmgr.assignContainer(resource, null); if (sca == null) { // allocated container no longer needed, add release request LOG.warn("Container {} allocated but nothing to deploy, going to release this container.", allocatedContainer.getId()); releasedContainers.add(allocatedContainer.getId()); } else { AllocatedContainer allocatedContainerHolder = new AllocatedContainer(allocatedContainer); this.allocatedContainers.put(allocatedContainer.getId().toString(), allocatedContainerHolder); ByteBuffer tokens = null; if (UserGroupInformation.isSecurityEnabled()) { UserGroupInformation ugi = UserGroupInformation.getLoginUser(); Token<StramDelegationTokenIdentifier> delegationToken = allocateDelegationToken( ugi.getUserName(), heartbeatListener.getAddress()); allocatedContainerHolder.delegationToken = delegationToken; //ByteBuffer tokens = LaunchContainerRunnable.getTokens(delegationTokenManager, heartbeatListener.getAddress()); tokens = LaunchContainerRunnable.getTokens(ugi, delegationToken); } LaunchContainerRunnable launchContainer = new LaunchContainerRunnable(allocatedContainer, nmClient, sca, tokens); // Thread launchThread = new Thread(runnableLaunchContainer); // launchThreads.add(launchThread); // launchThread.start(); launchContainer.run(); // communication with NMs is now async // record container start event StramEvent ev = new StramEvent.StartContainerEvent(allocatedContainer.getId().toString(), allocatedContainer.getNodeId().toString()); ev.setTimestamp(timestamp); dnmgr.recordEventAsync(ev); } } // track node updates for future locality constraint allocations // TODO: it seems 2.0.4-alpha doesn't give us any updates resourceRequestor.updateNodeReports(amResp.getUpdatedNodes()); // Check the completed containers List<ContainerStatus> completedContainers = amResp.getCompletedContainersStatuses(); // LOG.debug("Got response from RM for container ask, completedCnt=" + completedContainers.size()); for (ContainerStatus containerStatus : completedContainers) { LOG.info("Completed containerId=" + containerStatus.getContainerId() + ", state=" + containerStatus.getState() + ", exitStatus=" + containerStatus.getExitStatus() + ", diagnostics=" + containerStatus.getDiagnostics()); // non complete containers should not be here assert (containerStatus.getState() == ContainerState.COMPLETE); AllocatedContainer allocatedContainer = allocatedContainers .remove(containerStatus.getContainerId().toString()); if (allocatedContainer != null && allocatedContainer.delegationToken != null) { UserGroupInformation ugi = UserGroupInformation.getLoginUser(); delegationTokenManager.cancelToken(allocatedContainer.delegationToken, ugi.getUserName()); } int exitStatus = containerStatus.getExitStatus(); if (0 != exitStatus) { if (allocatedContainer != null) { numFailedContainers.incrementAndGet(); } // if (exitStatus == 1) { // // non-recoverable StreamingContainer failure // appDone = true; // finalStatus = FinalApplicationStatus.FAILED; // dnmgr.shutdownDiagnosticsMessage = "Unrecoverable failure " + containerStatus.getContainerId(); // LOG.info("Exiting due to: {}", dnmgr.shutdownDiagnosticsMessage); // } // else { // Recoverable failure or process killed (externally or via stop request by AM) // also occurs when a container was released by the application but never assigned/launched LOG.debug("Container {} failed or killed.", containerStatus.getContainerId()); dnmgr.scheduleContainerRestart(containerStatus.getContainerId().toString()); // } } else { // container completed successfully numCompletedContainers.incrementAndGet(); LOG.info("Container completed successfully." + ", containerId=" + containerStatus.getContainerId()); } String containerIdStr = containerStatus.getContainerId().toString(); dnmgr.removeContainerAgent(containerIdStr); // record container stop event StramEvent ev = new StramEvent.StopContainerEvent(containerIdStr, containerStatus.getExitStatus()); ev.setReason(containerStatus.getDiagnostics()); dnmgr.recordEventAsync(ev); } if (dnmgr.forcedShutdown) { LOG.info("Forced shutdown due to {}", dnmgr.shutdownDiagnosticsMessage); finalStatus = FinalApplicationStatus.FAILED; appDone = true; } else if (allocatedContainers.isEmpty() && numRequestedContainers == 0 && dnmgr.containerStartRequests.isEmpty()) { LOG.debug("Exiting as no more containers are allocated or requested"); finalStatus = FinalApplicationStatus.SUCCEEDED; appDone = true; } LOG.debug("Current application state: loop=" + loopCounter + ", appDone=" + appDone + ", total=" + numTotalContainers + ", requested=" + numRequestedContainers + ", released=" + numReleasedContainers + ", completed=" + numCompletedContainers + ", failed=" + numFailedContainers + ", currentAllocated=" + allocatedContainers.size()); // monitor child containers dnmgr.monitorHeartbeat(); } finishApplication(finalStatus, numTotalContainers); }
From source file:io.amient.yarn1.YarnContainerContext.java
License:Open Source License
public boolean isSatisfiedBy(Container container) { return container.getResource().getMemory() >= capability.getMemory() && container.getResource().getVirtualCores() >= capability.getVirtualCores() && container.getPriority().getPriority() >= priority.getPriority(); }
From source file:io.hops.util.DBUtility.java
License:Apache License
public static void removeContainersToDecrease( final Collection<org.apache.hadoop.yarn.api.records.Container> containers) throws IOException { long start = System.currentTimeMillis(); AsyncLightWeightRequestHandler removeContainerToDecrease = new AsyncLightWeightRequestHandler( YARNOperationType.TEST) {//from ww w . j a v a2 s . c o m @Override public Object performTask() throws StorageException { connector.beginTransaction(); connector.writeLock(); ContainerToDecreaseDataAccess ctsDA = (ContainerToDecreaseDataAccess) RMStorageFactory .getDataAccess(ContainerToDecreaseDataAccess.class); List<io.hops.metadata.yarn.entity.Container> containersToDecrease = new ArrayList<io.hops.metadata.yarn.entity.Container>(); for (org.apache.hadoop.yarn.api.records.Container container : containers) { containersToDecrease.add(new io.hops.metadata.yarn.entity.Container( container.getId().toString(), container.getNodeId().toString(), container.getNodeHttpAddress(), container.getPriority().getPriority(), container.getResource().getMemorySize(), container.getResource().getVirtualCores(), container.getResource().getGPUs(), container.getVersion())); } ctsDA.removeAll(containersToDecrease); connector.commit(); return null; } }; removeContainerToDecrease.handle(); long duration = System.currentTimeMillis() - start; if (duration > 10) { LOG.error("too long " + duration); } }
From source file:io.hops.util.DBUtility.java
License:Apache License
public static void addContainersToDecrease(final List<org.apache.hadoop.yarn.api.records.Container> containers) throws IOException { long start = System.currentTimeMillis(); AsyncLightWeightRequestHandler addContainerToDecrease = new AsyncLightWeightRequestHandler( YARNOperationType.TEST) {// w w w. ja v a 2 s . com @Override public Object performTask() throws StorageException { connector.beginTransaction(); connector.writeLock(); ContainerToDecreaseDataAccess ctsDA = (ContainerToDecreaseDataAccess) RMStorageFactory .getDataAccess(ContainerToDecreaseDataAccess.class); List<io.hops.metadata.yarn.entity.Container> containersToDecrease = new ArrayList<io.hops.metadata.yarn.entity.Container>(); for (org.apache.hadoop.yarn.api.records.Container container : containers) { containersToDecrease.add(new io.hops.metadata.yarn.entity.Container( container.getId().toString(), container.getNodeId().toString(), container.getNodeHttpAddress(), container.getPriority().getPriority(), container.getResource().getMemorySize(), container.getResource().getVirtualCores(), container.getResource().getGPUs(), container.getVersion())); } ctsDA.addAll(containersToDecrease); connector.commit(); return null; } }; addContainerToDecrease.handle(); long duration = System.currentTimeMillis() - start; if (duration > 10) { LOG.error("too long " + duration); } }
From source file:org.apache.drill.yarn.appMaster.ClusterControllerImpl.java
License:Apache License
@Override public synchronized void containersAllocated(List<Container> containers) { EventContext context = new EventContext(this); for (Container container : containers) { if (allocatedContainers.contains(container.getId())) { continue; }//from w w w . j a v a 2s. co m // We should never get a container on a node in the blacklist we // sent to YARN. If we do, something is wrong. Log the error and // reject the container. Else, bad things happen further along as // the tracking mechanisms assume one task per node. String host = container.getNodeId().getHost(); if (nodeInventory.isInUse(host)) { LOG.error("Host is in use, but YARN allocated a container: " + DoYUtil.labelContainer(container) + " - container rejected."); yarn.releaseContainer(container); continue; } // The container is fine. allocatedContainers.add(container.getId()); int priority = container.getPriority().getPriority(); int offset = priority - PRIORITY_OFFSET; if (offset < 0 || offset > prioritizedGroups.size()) { LOG.error("Container allocated with unknown priority " + DoYUtil.labelContainer(container)); continue; } context.setGroup(prioritizedGroups.get(offset)); context.group.containerAllocated(context, container); } }
From source file:org.apache.drill.yarn.core.DoYUtil.java
License:Apache License
public static String labelContainer(Container container) { StringBuilder buf = new StringBuilder().append("[id: ").append(container.getId()).append(", host: ") .append(container.getNodeId().getHost()).append(", priority: ").append(container.getPriority()) .append("]"); return buf.toString(); }
From source file:org.apache.drill.yarn.core.DoYUtil.java
License:Apache License
/** * Utility method to display YARN container information in a useful way for * log messages.// w ww . jav a2 s. com * * @param container * @return */ public static String describeContainer(Container container) { StringBuilder buf = new StringBuilder().append("[id: ").append(container.getId()).append(", host: ") .append(container.getNodeId().getHost()).append(", priority: ").append(container.getPriority()) .append(", memory: ").append(container.getResource().getMemory()).append(" MB, vcores: ") .append(container.getResource().getVirtualCores()).append("]"); return buf.toString(); }
From source file:org.apache.flink.yarn.YarnResourceManager.java
License:Apache License
@Override public void onContainersAllocated(List<Container> containers) { for (Container container : containers) { numPendingContainerRequests = Math.max(0, numPendingContainerRequests - 1); LOG.info("Received new container: {} - Remaining pending container requests: {}", container.getId(), numPendingContainerRequests); try {// w w w . j av a 2s .c o m /** Context information used to start a TaskExecutor Java process */ ContainerLaunchContext taskExecutorLaunchContext = createTaskExecutorLaunchContext( container.getResource(), container.getId().toString(), container.getNodeId().getHost()); nodeManagerClient.startContainer(container, taskExecutorLaunchContext); } catch (Throwable t) { // failed to launch the container, will release the failed one and ask for a new one LOG.error("Could not start TaskManager in container {},", container, t); resourceManagerClient.releaseAssignedContainer(container.getId()); requestYarnContainer(container.getResource(), container.getPriority()); } } if (numPendingContainerRequests <= 0) { resourceManagerClient.setHeartbeatInterval(yarnHeartbeatIntervalMillis); } }
From source file:org.apache.flink.yarn.YarnResourceManagerTest.java
License:Apache License
private static Container mockContainer(String host, int port, int containerId) { Container mockContainer = mock(Container.class); NodeId mockNodeId = NodeId.newInstance(host, port); ContainerId mockContainerId = ContainerId.newInstance( ApplicationAttemptId.newInstance(ApplicationId.newInstance(System.currentTimeMillis(), 1), 1), containerId);/*from w w w . j a v a2s. c o m*/ when(mockContainer.getId()).thenReturn(mockContainerId); when(mockContainer.getNodeId()).thenReturn(mockNodeId); when(mockContainer.getResource()).thenReturn(Resource.newInstance(200, 1)); when(mockContainer.getPriority()).thenReturn(Priority.UNDEFINED); return mockContainer; }