hunk.code_window:                 {{- if .GPU }}
                   nvidia.com/gpu: {{ .GPU }}
                   {{- end }}
             {{- if .Values.imagePullSecrets }}
             imagePullSecrets:
             {{ toYaml .Values.imagePullSecrets | indent 8 }}
             {{- end }}
             {{- if .nodeSelector }}
             nodeSelector:
                 {{- toYaml .nodeSelector | nindent 12 }}
  
hunk.labels: keep keep keep replace replace replace replace keep keep keep
hunk.file_path: deploy/charts/ray/templates/raycluster.yaml
hunk.type: replace
file: package io.ray.streaming.runtime.master.coordinator;
  
  import com.google.common.base.Preconditions;
  import io.ray.api.BaseActorHandle;
  import io.ray.api.ObjectRef;
  import io.ray.api.id.ActorId;
  import io.ray.runtime.exception.RayException;
  import io.ray.streaming.runtime.master.JobMaster;
  import io.ray.streaming.runtime.master.coordinator.command.BaseWorkerCmd;
  import io.ray.streaming.runtime.master.coordinator.command.WorkerCommitReport;
  import io.ray.streaming.runtime.rpc.RemoteCallWorker;
  import io.ray.streaming.runtime.worker.JobWorker;
  import java.util.ArrayList;
  import java.util.HashSet;
  import java.util.List;
  import java.util.Set;
  import java.util.concurrent.TimeUnit;
  import org.slf4j.Logger;
  import org.slf4j.LoggerFactory;
  
  /**
   * CheckpointCoordinator is the controller of checkpoint, responsible for triggering checkpoint,
   * collecting {@link JobWorker}'s reports and calling {@link JobWorker} to clear expired checkpoints
   * when new checkpoint finished.
   */
  public class CheckpointCoordinator extends BaseCoordinator {
  
    private static final Logger LOG = LoggerFactory.getLogger(CheckpointCoordinator.class);
    private final Set<ActorId> pendingCheckpointActors = new HashSet<>();
    private final Set<Long> interruptedCheckpointSet = new HashSet<>();
    private final int cpIntervalSecs;
    private final int cpTimeoutSecs;
  
    public CheckpointCoordinator(JobMaster jobMaster) {
      super(jobMaster);
  
      // get checkpoint interval from conf
      this.cpIntervalSecs = runtimeContext.getConf().masterConfig.checkpointConfig.cpIntervalSecs();
      this.cpTimeoutSecs = runtimeContext.getConf().masterConfig.checkpointConfig.cpTimeoutSecs();
  
      // Trigger next checkpoint in interval by reset last checkpoint timestamp.
      runtimeContext.lastCpTimestamp = System.currentTimeMillis();
    }
  
    @Override
    public void run() {
      while (!closed) {
        try {
          final BaseWorkerCmd command = runtimeContext.cpCmds.poll(1, TimeUnit.SECONDS);
          if (command != null) {
            if (command instanceof WorkerCommitReport) {
              processCommitReport((WorkerCommitReport) command);
            } else {
              interruptCheckpoint();
            }
          }
  
          if (!pendingCheckpointActors.isEmpty()) {
            // if wait commit report timeout, this cp fail, and restart next cp
            if (timeoutOnWaitCheckpoint()) {
              LOG.warn(
                  "Waiting for checkpoint {} timeout, pending cp actors is {}.",
                  runtimeContext.lastCheckpointId,
                  graphManager.getExecutionGraph().getActorName(pendingCheckpointActors));
  
              interruptCheckpoint();
            }
          } else {
            maybeTriggerCheckpoint();
          }
        } catch (Throwable e) {
          LOG.error("Checkpoint coordinator occur err.", e);
          try {
            interruptCheckpoint();
          } catch (Throwable interruptE) {
            LOG.error("Ignore interrupt checkpoint exception in catch block.");
          }
        }
      }
      LOG.warn("Checkpoint coordinator thread exit.");
    }
  
    public Boolean reportJobWorkerCommit(WorkerCommitReport report) {
      LOG.info("Report job worker commit {}.", report);
  
      Boolean ret = runtimeContext.cpCmds.offer(report);
      if (!ret) {
        LOG.warn("Report job worker commit failed, because command queue is full.");
      }
      return ret;
    }
  
    private void processCommitReport(WorkerCommitReport commitReport) {
      LOG.info(
          "Start process commit report {}, from actor name={}.",
          commitReport,
          graphManager.getExecutionGraph().getActorName(commitReport.fromActorId));
  
      try {
        Preconditions.checkArgument(
            commitReport.commitCheckpointId == runtimeContext.lastCheckpointId,
            "expect checkpointId %s, but got %s",
            runtimeContext.lastCheckpointId,
            commitReport);
  
        if (!pendingCheckpointActors.contains(commitReport.fromActorId)) {
          LOG.warn("Invalid commit report, skipped.");
          return;
        }
  
        pendingCheckpointActors.remove(commitReport.fromActorId);
        LOG.info(
            "Pending actors after this commit: {}.",
            graphManager.getExecutionGraph().getActorName(pendingCheckpointActors));
  
        // checkpoint finish
        if (pendingCheckpointActors.isEmpty()) {
          // actor finish
          runtimeContext.checkpointIds.add(runtimeContext.lastCheckpointId);
  
          if (clearExpiredCpStateAndQueueMsg()) {
            // save master context
            jobMaster.saveContext();
  
            LOG.info("Finish checkpoint: {}.", runtimeContext.lastCheckpointId);
          } else {
            LOG.warn("Fail to do checkpoint: {}.", runtimeContext.lastCheckpointId);
          }
        }
  
        LOG.info("Process commit report {} success.", commitReport);
      } catch (Throwable e) {
        LOG.warn("Process commit report has exception.", e);
      }
    }
  
    private void triggerCheckpoint() {
      interruptedCheckpointSet.clear();
      if (LOG.isInfoEnabled()) {
        LOG.info("Start trigger checkpoint {}.", runtimeContext.lastCheckpointId + 1);
      }
  
      List<ActorId> allIds = graphManager.getExecutionGraph().getAllActorsId();
      // do the checkpoint
      pendingCheckpointActors.addAll(allIds);
  
      // inc last checkpoint id
      ++runtimeContext.lastCheckpointId;
  
      final List<ObjectRef> sourcesRet = new ArrayList<>();
  
      graphManager
          .getExecutionGraph()
          .getSourceActors()
          .forEach(
              actor -> {
                sourcesRet.add(
                    RemoteCallWorker.triggerCheckpoint(actor, runtimeContext.lastCheckpointId));
              });
  
      for (ObjectRef rayObject : sourcesRet) {
        if (rayObject.get() instanceof RayException) {
          LOG.warn("Trigger checkpoint has exception.", (RayException) rayObject.get());
          throw (RayException) rayObject.get();
        }
      }
      runtimeContext.lastCpTimestamp = System.currentTimeMillis();
      LOG.info("Trigger checkpoint success.");
    }
  
    private void interruptCheckpoint() {
      // notify checkpoint timeout is time-consuming while many workers crash or
      // container failover.
      if (interruptedCheckpointSet.contains(runtimeContext.lastCheckpointId)) {
        LOG.warn("Skip interrupt duplicated checkpoint id : {}.", runtimeContext.lastCheckpointId);
        return;
      }
      interruptedCheckpointSet.add(runtimeContext.lastCheckpointId);
      LOG.warn("Interrupt checkpoint, checkpoint id : {}.", runtimeContext.lastCheckpointId);
  
      List<BaseActorHandle> allActor = graphManager.getExecutionGraph().getAllActors();
      if (runtimeContext.lastCheckpointId > runtimeContext.getLastValidCheckpointId()) {
        RemoteCallWorker.notifyCheckpointTimeoutParallel(allActor, runtimeContext.lastCheckpointId);
      }
  
      if (!pendingCheckpointActors.isEmpty()) {
        pendingCheckpointActors.clear();
      }
      maybeTriggerCheckpoint();
    }
  
    private void maybeTriggerCheckpoint() {
      if (readyToTrigger()) {
        triggerCheckpoint();
      }
    }
  
    private boolean clearExpiredCpStateAndQueueMsg() {
      // queue msg must clear when first checkpoint finish
      List<BaseActorHandle> allActor = graphManager.getExecutionGraph().getAllActors();
      if (1 == runtimeContext.checkpointIds.size()) {
        Long msgExpiredCheckpointId = runtimeContext.checkpointIds.get(0);
        RemoteCallWorker.clearExpiredCheckpointParallel(allActor, 0L, msgExpiredCheckpointId);
      }
  
      if (runtimeContext.checkpointIds.size() > 1) {
        Long stateExpiredCpId = runtimeContext.checkpointIds.remove(0);
        Long msgExpiredCheckpointId = runtimeContext.checkpointIds.get(0);
        RemoteCallWorker.clearExpiredCheckpointParallel(
            allActor, stateExpiredCpId, msgExpiredCheckpointId);
      }
      return true;
    }
  
    private boolean readyToTrigger() {
      return (System.currentTimeMillis() - runtimeContext.lastCpTimestamp) >= cpIntervalSecs * 1000;
    }
  
    private boolean timeoutOnWaitCheckpoint() {
      return (System.currentTimeMillis() - runtimeContext.lastCpTimestamp) >= cpTimeoutSecs * 1000;
    }
  }
  