YARN-7798. Refactor SLS Reservation Creation. Contributed by Young Chen.
This commit is contained in:
Yufei Gu
parent
0c139d5bcf
commit
16be42d309
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@ -57,7 +57,6 @@ import org.apache.hadoop.tools.rumen.TaskAttemptInfo;
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import org.apache.hadoop.util.ReflectionUtils;
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import org.apache.hadoop.util.Tool;
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import org.apache.hadoop.util.ToolRunner;
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import org.apache.hadoop.yarn.api.protocolrecords.ReservationSubmissionRequest;
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import org.apache.hadoop.yarn.api.records.NodeId;
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import org.apache.hadoop.yarn.api.records.NodeState;
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import org.apache.hadoop.yarn.api.records.ReservationId;
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@ -444,7 +443,7 @@ public class SLSRunner extends Configured implements Tool {
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for (int i = 0; i < jobCount; i++) {
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runNewAM(amType, user, queue, oldAppId, jobStartTime, jobFinishTime,
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getTaskContainers(jsonJob), null, getAMContainerResource(jsonJob));
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getTaskContainers(jsonJob), getAMContainerResource(jsonJob));
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}
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}
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@ -607,7 +606,7 @@ public class SLSRunner extends Configured implements Tool {
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// Only supports the default job type currently
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runNewAM(SLSUtils.DEFAULT_JOB_TYPE, user, jobQueue, oldJobId,
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jobStartTimeMS, jobFinishTimeMS, containerList, null,
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jobStartTimeMS, jobFinishTimeMS, containerList,
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getAMContainerResource(null));
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}
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@ -628,10 +627,6 @@ public class SLSRunner extends Configured implements Tool {
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localConf.set("fs.defaultFS", "file:///");
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long baselineTimeMS = 0;
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// reservations use wall clock time, so need to have a reference for that
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UTCClock clock = new UTCClock();
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long now = clock.getTime();
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try {
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// if we use the nodeFile this could have been not initialized yet.
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@ -670,13 +665,12 @@ public class SLSRunner extends Configured implements Tool {
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ArrayList<NodeId> keyAsArray = new ArrayList<NodeId>(nmMap.keySet());
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Random rand = new Random(stjp.getSeed());
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Resource maxMapRes = Resource.newInstance(0, 0);
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long maxMapDur = 0;
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// map tasks
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for (int i = 0; i < job.getNumberMaps(); i++) {
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TaskAttemptInfo tai = job.getTaskAttemptInfo(TaskType.MAP, i, 0);
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RMNode node = nmMap
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.get(keyAsArray.get(rand.nextInt(keyAsArray.size()))).getNode();
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RMNode node =
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nmMap.get(keyAsArray.get(rand.nextInt(keyAsArray.size())))
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.getNode();
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String hostname = "/" + node.getRackName() + "/" + node.getHostName();
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long containerLifeTime = tai.getRuntime();
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Resource containerResource =
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@ -684,55 +678,39 @@ public class SLSRunner extends Configured implements Tool {
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(int) tai.getTaskInfo().getTaskVCores());
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containerList.add(new ContainerSimulator(containerResource,
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containerLifeTime, hostname, DEFAULT_MAPPER_PRIORITY, "map"));
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maxMapRes = Resources.componentwiseMax(maxMapRes, containerResource);
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maxMapDur =
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containerLifeTime > maxMapDur ? containerLifeTime : maxMapDur;
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}
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Resource maxRedRes = Resource.newInstance(0, 0);
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long maxRedDur = 0;
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// reduce tasks
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for (int i = 0; i < job.getNumberReduces(); i++) {
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TaskAttemptInfo tai = job.getTaskAttemptInfo(TaskType.REDUCE, i, 0);
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RMNode node = nmMap
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.get(keyAsArray.get(rand.nextInt(keyAsArray.size()))).getNode();
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RMNode node =
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nmMap.get(keyAsArray.get(rand.nextInt(keyAsArray.size())))
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.getNode();
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String hostname = "/" + node.getRackName() + "/" + node.getHostName();
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long containerLifeTime = tai.getRuntime();
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Resource containerResource =
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Resource.newInstance((int) tai.getTaskInfo().getTaskMemory(),
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(int) tai.getTaskInfo().getTaskVCores());
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containerList.add(new ContainerSimulator(containerResource,
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containerLifeTime, hostname, DEFAULT_REDUCER_PRIORITY, "reduce"));
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maxRedRes = Resources.componentwiseMax(maxRedRes, containerResource);
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maxRedDur =
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containerLifeTime > maxRedDur ? containerLifeTime : maxRedDur;
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containerList.add(
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new ContainerSimulator(containerResource, containerLifeTime,
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hostname, DEFAULT_REDUCER_PRIORITY, "reduce"));
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}
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// generating reservations for the jobs that require them
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ReservationId reservationId = null;
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ReservationSubmissionRequest rr = null;
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if (job.hasDeadline()) {
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ReservationId reservationId =
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reservationId =
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ReservationId.newInstance(this.rm.getStartTime(), AM_ID);
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rr = ReservationClientUtil.createMRReservation(reservationId,
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"reservation_" + AM_ID, maxMapRes, job.getNumberMaps(), maxMapDur,
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maxRedRes, job.getNumberReduces(), maxRedDur,
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now + jobStartTimeMS, now + job.getDeadline(),
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job.getQueueName());
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}
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runNewAM(SLSUtils.DEFAULT_JOB_TYPE, user, jobQueue, oldJobId,
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jobStartTimeMS, jobFinishTimeMS, containerList, rr,
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getAMContainerResource(null));
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jobStartTimeMS, jobFinishTimeMS, containerList, reservationId,
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job.getDeadline(), getAMContainerResource(null));
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}
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} finally {
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stjp.close();
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}
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}
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private Resource getAMContainerResource(Map jsonJob) {
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@ -772,7 +750,17 @@ public class SLSRunner extends Configured implements Tool {
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private void runNewAM(String jobType, String user,
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String jobQueue, String oldJobId, long jobStartTimeMS,
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long jobFinishTimeMS, List<ContainerSimulator> containerList,
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ReservationSubmissionRequest rr, Resource amContainerResource) {
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Resource amContainerResource) {
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runNewAM(jobType, user, jobQueue, oldJobId, jobStartTimeMS,
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jobFinishTimeMS, containerList, null, -1,
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amContainerResource);
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}
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private void runNewAM(String jobType, String user,
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String jobQueue, String oldJobId, long jobStartTimeMS,
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long jobFinishTimeMS, List<ContainerSimulator> containerList,
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ReservationId reservationId, long deadline,
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Resource amContainerResource) {
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AMSimulator amSim = (AMSimulator) ReflectionUtils.newInstance(
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amClassMap.get(jobType), new Configuration());
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@ -787,10 +775,15 @@ public class SLSRunner extends Configured implements Tool {
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oldJobId = Integer.toString(AM_ID);
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}
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AM_ID++;
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amSim.init(heartbeatInterval, containerList, rm, this, jobStartTimeMS,
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jobFinishTimeMS, user, jobQueue, isTracked, oldJobId, rr,
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jobFinishTimeMS, user, jobQueue, isTracked, oldJobId,
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runner.getStartTimeMS(), amContainerResource);
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if(reservationId != null) {
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// if we have a ReservationId, delegate reservation creation to
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// AMSim (reservation shape is impl specific)
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UTCClock clock = new UTCClock();
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amSim.initReservation(reservationId, deadline, clock.getTime());
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}
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runner.schedule(amSim);
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maxRuntime = Math.max(maxRuntime, jobFinishTimeMS);
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numTasks += containerList.size();
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@ -85,7 +85,7 @@ public abstract class AMSimulator extends TaskRunner.Task {
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protected final BlockingQueue<AllocateResponse> responseQueue;
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private int responseId = 0;
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// user name
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protected String user;
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private String user;
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// queue name
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protected String queue;
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// am type
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@ -105,7 +105,7 @@ public abstract class AMSimulator extends TaskRunner.Task {
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// waiting for AM container
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volatile boolean isAMContainerRunning = false;
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volatile Container amContainer;
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private static final Logger LOG = LoggerFactory.getLogger(AMSimulator.class);
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private Resource amContainerResource;
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@ -120,9 +120,8 @@ public abstract class AMSimulator extends TaskRunner.Task {
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public void init(int heartbeatInterval,
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List<ContainerSimulator> containerList, ResourceManager resourceManager,
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SLSRunner slsRunnner, long startTime, long finishTime, String simUser,
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String simQueue, boolean tracked, String oldApp,
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ReservationSubmissionRequest rr, long baseTimeMS,
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Resource amContainerResource) {
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String simQueue, boolean tracked, String oldApp, long baseTimeMS,
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Resource amResource) {
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super.init(startTime, startTime + 1000000L * heartbeatInterval,
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heartbeatInterval);
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this.user = simUser;
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@ -134,8 +133,7 @@ public abstract class AMSimulator extends TaskRunner.Task {
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this.baselineTimeMS = baseTimeMS;
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this.traceStartTimeMS = startTime;
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this.traceFinishTimeMS = finishTime;
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this.reservationRequest = rr;
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this.amContainerResource = amContainerResource;
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this.amContainerResource = amResource;
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}
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/**
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@ -171,6 +169,10 @@ public abstract class AMSimulator extends TaskRunner.Task {
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isAMContainerRunning = true;
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}
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protected void setReservationRequest(ReservationSubmissionRequest rr){
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this.reservationRequest = rr;
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}
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private ReservationId submitReservationWhenSpecified()
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throws IOException, InterruptedException {
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if (reservationRequest != null) {
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@ -256,7 +258,7 @@ public abstract class AMSimulator extends TaskRunner.Task {
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simulateStartTimeMS, simulateFinishTimeMS);
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}
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}
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protected ResourceRequest createResourceRequest(
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Resource resource, String host, int priority, int numContainers) {
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ResourceRequest request = recordFactory
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@ -269,7 +271,7 @@ public abstract class AMSimulator extends TaskRunner.Task {
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request.setPriority(prio);
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return request;
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}
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protected AllocateRequest createAllocateRequest(List<ResourceRequest> ask,
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List<ContainerId> toRelease) {
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AllocateRequest allocateRequest =
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@ -279,36 +281,39 @@ public abstract class AMSimulator extends TaskRunner.Task {
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allocateRequest.setReleaseList(toRelease);
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return allocateRequest;
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}
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protected AllocateRequest createAllocateRequest(List<ResourceRequest> ask) {
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return createAllocateRequest(ask, new ArrayList<ContainerId>());
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}
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protected abstract void processResponseQueue() throws Exception;
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protected abstract void sendContainerRequest() throws Exception;
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public abstract void initReservation(
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ReservationId reservationId, long deadline, long now);
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protected abstract void checkStop();
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private void submitApp(ReservationId reservationId)
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throws YarnException, InterruptedException, IOException {
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// ask for new application
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GetNewApplicationRequest newAppRequest =
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Records.newRecord(GetNewApplicationRequest.class);
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GetNewApplicationResponse newAppResponse =
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GetNewApplicationResponse newAppResponse =
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rm.getClientRMService().getNewApplication(newAppRequest);
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appId = newAppResponse.getApplicationId();
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// submit the application
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final SubmitApplicationRequest subAppRequest =
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Records.newRecord(SubmitApplicationRequest.class);
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ApplicationSubmissionContext appSubContext =
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ApplicationSubmissionContext appSubContext =
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Records.newRecord(ApplicationSubmissionContext.class);
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appSubContext.setApplicationId(appId);
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appSubContext.setMaxAppAttempts(1);
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appSubContext.setQueue(queue);
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appSubContext.setPriority(Priority.newInstance(0));
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ContainerLaunchContext conLauContext =
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ContainerLaunchContext conLauContext =
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Records.newRecord(ContainerLaunchContext.class);
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conLauContext.setApplicationACLs(new HashMap<>());
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conLauContext.setCommands(new ArrayList<>());
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@ -379,7 +384,7 @@ public abstract class AMSimulator extends TaskRunner.Task {
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}
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}
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}
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protected List<ResourceRequest> packageRequests(
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List<ContainerSimulator> csList, int priority) {
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// create requests
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@ -21,6 +21,7 @@ package org.apache.hadoop.yarn.sls.appmaster;
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import java.io.IOException;
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import java.security.PrivilegedExceptionAction;
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import java.util.ArrayList;
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import java.util.Collection;
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import java.util.HashMap;
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import java.util.LinkedList;
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import java.util.List;
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@ -34,6 +35,7 @@ import org.apache.hadoop.yarn.api.protocolrecords.AllocateRequest;
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import org.apache.hadoop.yarn.api.protocolrecords.AllocateResponse;
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import org.apache.hadoop.yarn.api.protocolrecords.ReservationSubmissionRequest;
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import org.apache.hadoop.yarn.api.records.Container;
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import org.apache.hadoop.yarn.api.records.ReservationId;
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import org.apache.hadoop.yarn.api.records.Resource;
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import org.apache.hadoop.yarn.api.records.ContainerExitStatus;
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import org.apache.hadoop.yarn.api.records.ContainerId;
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@ -42,8 +44,10 @@ import org.apache.hadoop.yarn.api.records.ResourceRequest;
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import org.apache.hadoop.yarn.exceptions.YarnException;
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import org.apache.hadoop.yarn.security.AMRMTokenIdentifier;
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import org.apache.hadoop.yarn.server.resourcemanager.ResourceManager;
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import org.apache.hadoop.yarn.sls.ReservationClientUtil;
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import org.apache.hadoop.yarn.sls.scheduler.ContainerSimulator;
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import org.apache.hadoop.yarn.sls.SLSRunner;
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import org.apache.hadoop.yarn.util.resource.Resources;
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import org.slf4j.Logger;
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import org.slf4j.LoggerFactory;
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@ -51,51 +55,51 @@ import org.slf4j.LoggerFactory;
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@Unstable
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public class MRAMSimulator extends AMSimulator {
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/*
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Vocabulary Used:
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Vocabulary Used:
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pending -> requests which are NOT yet sent to RM
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scheduled -> requests which are sent to RM but not yet assigned
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assigned -> requests which are assigned to a container
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completed -> request corresponding to which container has completed
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Maps are scheduled as soon as their requests are received. Reduces are
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scheduled when all maps have finished (not support slow-start currently).
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*/
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private static final int PRIORITY_REDUCE = 10;
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private static final int PRIORITY_MAP = 20;
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// pending maps
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private LinkedList<ContainerSimulator> pendingMaps =
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new LinkedList<>();
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// pending failed maps
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private LinkedList<ContainerSimulator> pendingFailedMaps =
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new LinkedList<ContainerSimulator>();
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// scheduled maps
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private LinkedList<ContainerSimulator> scheduledMaps =
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new LinkedList<ContainerSimulator>();
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// assigned maps
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private Map<ContainerId, ContainerSimulator> assignedMaps =
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new HashMap<ContainerId, ContainerSimulator>();
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// reduces which are not yet scheduled
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private LinkedList<ContainerSimulator> pendingReduces =
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new LinkedList<ContainerSimulator>();
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// pending failed reduces
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private LinkedList<ContainerSimulator> pendingFailedReduces =
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new LinkedList<ContainerSimulator>();
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// scheduled reduces
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private LinkedList<ContainerSimulator> scheduledReduces =
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new LinkedList<ContainerSimulator>();
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// assigned reduces
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private Map<ContainerId, ContainerSimulator> assignedReduces =
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new HashMap<ContainerId, ContainerSimulator>();
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// all maps & reduces
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private LinkedList<ContainerSimulator> allMaps =
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new LinkedList<ContainerSimulator>();
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@ -117,14 +121,14 @@ public class MRAMSimulator extends AMSimulator {
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@SuppressWarnings("checkstyle:parameternumber")
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public void init(int heartbeatInterval,
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List<ContainerSimulator> containerList, ResourceManager rm, SLSRunner se,
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long traceStartTime, long traceFinishTime, String user, String queue,
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boolean isTracked, String oldAppId, ReservationSubmissionRequest rr,
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long baselineStartTimeMS, Resource amContainerResource) {
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long traceStartTime, long traceFinishTime, String user, String queue,
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boolean isTracked, String oldAppId, long baselineStartTimeMS,
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Resource amContainerResource) {
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super.init(heartbeatInterval, containerList, rm, se,
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traceStartTime, traceFinishTime, user, queue, isTracked, oldAppId,
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rr, baselineStartTimeMS, amContainerResource);
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baselineStartTimeMS, amContainerResource);
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amtype = "mapreduce";
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// get map/reduce tasks
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for (ContainerSimulator cs : containerList) {
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if (cs.getType().equals("map")) {
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@ -202,7 +206,7 @@ public class MRAMSimulator extends AMSimulator {
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}
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}
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}
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// check finished
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if (isAMContainerRunning &&
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(mapFinished >= mapTotal) &&
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@ -234,7 +238,7 @@ public class MRAMSimulator extends AMSimulator {
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}
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}
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}
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/**
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* restart running because of the am container killed
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*/
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@ -322,7 +326,7 @@ public class MRAMSimulator extends AMSimulator {
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if (ask == null) {
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ask = new ArrayList<>();
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}
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final AllocateRequest request = createAllocateRequest(ask);
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if (totalContainers == 0) {
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request.setProgress(1.0f);
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@ -348,6 +352,38 @@ public class MRAMSimulator extends AMSimulator {
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}
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}
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@Override
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public void initReservation(ReservationId reservationId, long deadline,
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long now) {
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Resource mapRes = getMaxResource(allMaps);
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long mapDur = getMaxDuration(allMaps);
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Resource redRes = getMaxResource(allReduces);
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long redDur = getMaxDuration(allReduces);
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ReservationSubmissionRequest rr = ReservationClientUtil.
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createMRReservation(reservationId,
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"reservation_" + reservationId.getId(), mapRes, allMaps.size(),
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mapDur, redRes, allReduces.size(), redDur, now + traceStartTimeMS,
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now + deadline, queue);
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setReservationRequest(rr);
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}
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// Helper to compute the component-wise maximum resource used by any container
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private Resource getMaxResource(Collection<ContainerSimulator> containers) {
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return containers.parallelStream()
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.map(ContainerSimulator::getResource)
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.reduce(Resource.newInstance(0, 0), Resources::componentwiseMax);
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}
|
||||
|
||||
// Helper to compute the maximum resource used by any map container
|
||||
private long getMaxDuration(Collection<ContainerSimulator> containers) {
|
||||
return containers.parallelStream()
|
||||
.mapToLong(ContainerSimulator::getLifeTime)
|
||||
.reduce(0L, Long::max);
|
||||
}
|
||||
|
||||
@Override
|
||||
protected void checkStop() {
|
||||
if (isFinished) {
|
||||
|
|
|
|||
|
|
@ -78,7 +78,7 @@ public class TestSLSRunner extends BaseSLSRunnerTest {
|
|||
exitInvariantFile = "src/test/resources/exit-invariants.txt";
|
||||
}
|
||||
|
||||
@Test(timeout = 60000)
|
||||
@Test(timeout = 90000)
|
||||
@SuppressWarnings("all")
|
||||
public void testSimulatorRunning() throws Exception {
|
||||
Configuration conf = new Configuration(false);
|
||||
|
|
|
|||
|
|
@ -19,6 +19,7 @@ package org.apache.hadoop.yarn.sls.appmaster;
|
|||
|
||||
import com.codahale.metrics.MetricRegistry;
|
||||
import org.apache.commons.io.FileUtils;
|
||||
import org.apache.hadoop.yarn.api.records.ReservationId;
|
||||
import org.apache.hadoop.yarn.conf.YarnConfiguration;
|
||||
import org.apache.hadoop.yarn.exceptions.YarnException;
|
||||
import org.apache.hadoop.yarn.server.resourcemanager.ResourceManager;
|
||||
|
|
@ -89,6 +90,10 @@ public class TestAMSimulator {
|
|||
throws YarnException, IOException, InterruptedException {
|
||||
}
|
||||
|
||||
@Override
|
||||
public void initReservation(ReservationId id, long deadline, long now){
|
||||
}
|
||||
|
||||
@Override
|
||||
protected void checkStop() {
|
||||
}
|
||||
|
|
@ -134,7 +139,7 @@ public class TestAMSimulator {
|
|||
String queue = "default";
|
||||
List<ContainerSimulator> containers = new ArrayList<>();
|
||||
app.init(1000, containers, rm, null, 0, 1000000L, "user1", queue, true,
|
||||
appId, null, 0, SLSConfiguration.getAMContainerResource(conf));
|
||||
appId, 0, SLSConfiguration.getAMContainerResource(conf));
|
||||
app.firstStep();
|
||||
|
||||
verifySchedulerMetrics(appId);
|
||||
|
|
|
|||
Loading…
Reference in New Issue