use of com.datatorrent.stram.api.StreamingContainerUmbilicalProtocol.StramToNodeRequest in project apex-core by apache.
the class PhysicalPlan method onStatusUpdate.
public void onStatusUpdate(PTOperator oper) {
for (StatsListenerWithContext l : oper.statsListeners) {
final StatsListener.Response rsp = l.processStats(oper.stats, statsListenerContext);
if (rsp != null) {
// LOG.debug("Response to processStats = {}", rsp.repartitionRequired);
oper.loadIndicator = rsp.loadIndicator;
if (rsp.repartitionRequired) {
final OperatorMeta om = oper.getOperatorMeta();
// concurrent heartbeat processing
if (this.pendingRepartition.putIfAbsent(om, om) != null) {
LOG.debug("Skipping repartitioning for {} load {}", oper, oper.loadIndicator);
} else {
LOG.debug("Scheduling repartitioning for {} load {}", oper, oper.loadIndicator);
// hand over to monitor thread
Runnable r = new Runnable() {
@Override
public void run() {
redoPartitions(logicalToPTOperator.get(om), rsp.repartitionNote);
pendingRepartition.remove(om);
}
};
ctx.dispatch(r);
}
}
if (rsp.operatorRequests != null) {
for (OperatorRequest cmd : rsp.operatorRequests) {
StramToNodeRequest request = new StramToNodeRequest();
request.operatorId = oper.getId();
request.requestType = StramToNodeRequest.RequestType.CUSTOM;
request.cmd = cmd;
ctx.addOperatorRequest(oper, request);
}
}
// for backward compatibility
if (rsp.operatorCommands != null) {
for (@SuppressWarnings("deprecation") com.datatorrent.api.StatsListener.OperatorCommand cmd : rsp.operatorCommands) {
StramToNodeRequest request = new StramToNodeRequest();
request.operatorId = oper.getId();
request.requestType = StramToNodeRequest.RequestType.CUSTOM;
OperatorCommandConverter converter = new OperatorCommandConverter();
converter.cmd = cmd;
request.cmd = converter;
ctx.addOperatorRequest(oper, request);
}
}
}
}
}
use of com.datatorrent.stram.api.StreamingContainerUmbilicalProtocol.StramToNodeRequest in project apex-core by apache.
the class StreamingContainerManager method stopRecording.
public void stopRecording(int operId, String portName) {
StreamingContainerAgent sca = getContainerAgentFromOperatorId(operId);
StramToNodeRequest request = new StramToNodeRequest();
request.setOperatorId(operId);
if (!StringUtils.isBlank(portName)) {
request.setPortName(portName);
}
request.setRequestType(StramToNodeRequest.RequestType.STOP_RECORDING);
sca.addOperatorRequest(request);
PTOperator operator = plan.getAllOperators().get(operId);
if (operator != null) {
// no stop on deploy, but remove existing start
updateOnDeployRequests(operator, new RecordingRequestFilter(), null);
}
}
use of com.datatorrent.stram.api.StreamingContainerUmbilicalProtocol.StramToNodeRequest in project apex-core by apache.
the class StreamingContainerManager method processHeartbeat.
/**
* process the heartbeat from each container.
* called by the RPC thread for each container. (i.e. called by multiple threads)
*
* @param heartbeat
* @return heartbeat response
*/
@SuppressWarnings("StatementWithEmptyBody")
public ContainerHeartbeatResponse processHeartbeat(ContainerHeartbeat heartbeat) {
long currentTimeMillis = clock.getTime();
final StreamingContainerAgent sca = this.containers.get(heartbeat.getContainerId());
if (sca == null || sca.container.getState() == PTContainer.State.KILLED) {
// could be orphaned container that was replaced and needs to terminate
LOG.error("Unknown container {}", heartbeat.getContainerId());
ContainerHeartbeatResponse response = new ContainerHeartbeatResponse();
response.shutdown = ShutdownType.ABORT;
return response;
}
// LOG.debug("{} {} {}", new Object[]{sca.container.containerId, sca.container.bufferServerAddress, sca.container.getState()});
if (sca.container.getState() == PTContainer.State.ALLOCATED) {
// capture dynamically assigned address from container
if (sca.container.bufferServerAddress == null && heartbeat.bufferServerHost != null) {
sca.container.bufferServerAddress = InetSocketAddress.createUnresolved(heartbeat.bufferServerHost, heartbeat.bufferServerPort);
LOG.info("Container {} buffer server: {}", sca.container.getExternalId(), sca.container.bufferServerAddress);
}
final long containerStartTime = System.currentTimeMillis();
sca.container.setState(PTContainer.State.ACTIVE);
sca.container.setStartedTime(containerStartTime);
sca.container.setFinishedTime(-1);
sca.jvmName = heartbeat.jvmName;
poolExecutor.submit(new Runnable() {
@Override
public void run() {
try {
containerFile.append(sca.getContainerInfo());
} catch (IOException ex) {
LOG.warn("Cannot write to container file");
}
for (PTOperator ptOp : sca.container.getOperators()) {
try {
JSONObject operatorInfo = new JSONObject();
operatorInfo.put("name", ptOp.getName());
operatorInfo.put("id", ptOp.getId());
operatorInfo.put("container", sca.container.getExternalId());
operatorInfo.put("startTime", containerStartTime);
operatorFile.append(operatorInfo);
} catch (IOException | JSONException ex) {
LOG.warn("Cannot write to operator file: ", ex);
}
}
}
});
}
sca.containerStackTrace = heartbeat.stackTrace;
if (heartbeat.restartRequested) {
LOG.error("Container {} restart request", sca.container.getExternalId());
containerStopRequests.put(sca.container.getExternalId(), sca.container.getExternalId());
}
sca.memoryMBFree = heartbeat.memoryMBFree;
sca.gcCollectionCount = heartbeat.gcCollectionCount;
sca.gcCollectionTime = heartbeat.gcCollectionTime;
sca.undeployOpers.clear();
sca.deployOpers.clear();
if (!this.deployChangeInProgress.get()) {
sca.deployCnt = this.deployChangeCnt;
}
Set<Integer> reportedOperators = Sets.newHashSetWithExpectedSize(sca.container.getOperators().size());
for (OperatorHeartbeat shb : heartbeat.getContainerStats().operators) {
long maxEndWindowTimestamp = 0;
reportedOperators.add(shb.nodeId);
PTOperator oper = this.plan.getAllOperators().get(shb.getNodeId());
if (oper == null) {
LOG.info("Heartbeat for unknown operator {} (container {})", shb.getNodeId(), heartbeat.getContainerId());
sca.undeployOpers.add(shb.nodeId);
continue;
}
if (shb.requestResponse != null) {
for (StatsListener.OperatorResponse obj : shb.requestResponse) {
if (obj instanceof OperatorResponse) {
// This is to identify platform requests
commandResponse.put((Long) obj.getResponseId(), obj.getResponse());
LOG.debug(" Got back the response {} for the request {}", obj, obj.getResponseId());
} else {
// This is to identify user requests
oper.stats.responses.add(obj);
}
}
}
// LOG.debug("heartbeat {} {}/{} {}", oper, oper.getState(), shb.getState(), oper.getContainer().getExternalId());
if (!(oper.getState() == PTOperator.State.ACTIVE && shb.getState() == OperatorHeartbeat.DeployState.ACTIVE)) {
// deploy state may require synchronization
processOperatorDeployStatus(oper, shb, sca);
}
oper.stats.lastHeartbeat = shb;
List<ContainerStats.OperatorStats> statsList = shb.getOperatorStatsContainer();
if (!statsList.isEmpty()) {
long tuplesProcessed = 0;
long tuplesEmitted = 0;
long totalCpuTimeUsed = 0;
int statCount = 0;
long maxDequeueTimestamp = -1;
oper.stats.recordingId = null;
final OperatorStatus status = oper.stats;
status.statsRevs.checkout();
for (Map.Entry<String, PortStatus> entry : status.inputPortStatusList.entrySet()) {
entry.getValue().recordingId = null;
}
for (Map.Entry<String, PortStatus> entry : status.outputPortStatusList.entrySet()) {
entry.getValue().recordingId = null;
}
for (ContainerStats.OperatorStats stats : statsList) {
if (stats == null) {
LOG.warn("Operator {} statistics list contains null element", shb.getNodeId());
continue;
}
/* report checkpoint-ed WindowId status of the operator */
if (stats.checkpoint instanceof Checkpoint) {
if (oper.getRecentCheckpoint() == null || oper.getRecentCheckpoint().windowId < stats.checkpoint.getWindowId()) {
addCheckpoint(oper, (Checkpoint) stats.checkpoint);
if (stats.checkpointStats != null) {
status.checkpointStats = stats.checkpointStats;
status.checkpointTimeMA.add(stats.checkpointStats.checkpointTime);
}
oper.failureCount = 0;
}
}
oper.stats.recordingId = stats.recordingId;
/* report all the other stuff */
// calculate the stats related to end window
// end window stats for a particular window id for a particular node
EndWindowStats endWindowStats = new EndWindowStats();
Collection<ContainerStats.OperatorStats.PortStats> ports = stats.inputPorts;
if (ports != null) {
Set<String> currentInputPortSet = Sets.newHashSetWithExpectedSize(ports.size());
for (ContainerStats.OperatorStats.PortStats s : ports) {
currentInputPortSet.add(s.id);
PortStatus ps = status.inputPortStatusList.get(s.id);
if (ps == null) {
ps = status.new PortStatus();
ps.portName = s.id;
status.inputPortStatusList.put(s.id, ps);
}
ps.totalTuples += s.tupleCount;
ps.recordingId = s.recordingId;
tuplesProcessed += s.tupleCount;
endWindowStats.dequeueTimestamps.put(s.id, s.endWindowTimestamp);
Pair<Integer, String> operatorPortName = new Pair<>(oper.getId(), s.id);
Long lastEndWindowTimestamp = operatorPortLastEndWindowTimestamps.get(operatorPortName);
if (lastEndWindowTimestamp == null) {
lastEndWindowTimestamp = lastStatsTimestamp;
}
long portElapsedMillis = Math.max(s.endWindowTimestamp - lastEndWindowTimestamp, 0);
// LOG.debug("=== PROCESSED TUPLE COUNT for {}: {}, {}, {}, {}", operatorPortName, s.tupleCount, portElapsedMillis, operatorPortLastEndWindowTimestamps.get(operatorPortName), lastStatsTimestamp);
ps.tuplesPMSMA.add(s.tupleCount, portElapsedMillis);
ps.bufferServerBytesPMSMA.add(s.bufferServerBytes, portElapsedMillis);
ps.queueSizeMA.add(s.queueSize);
operatorPortLastEndWindowTimestamps.put(operatorPortName, s.endWindowTimestamp);
if (maxEndWindowTimestamp < s.endWindowTimestamp) {
maxEndWindowTimestamp = s.endWindowTimestamp;
}
if (s.endWindowTimestamp > maxDequeueTimestamp) {
maxDequeueTimestamp = s.endWindowTimestamp;
}
}
// need to remove dead ports, for unifiers
Iterator<Map.Entry<String, PortStatus>> it = status.inputPortStatusList.entrySet().iterator();
while (it.hasNext()) {
Map.Entry<String, PortStatus> entry = it.next();
if (!currentInputPortSet.contains(entry.getKey())) {
it.remove();
}
}
}
ports = stats.outputPorts;
if (ports != null) {
Set<String> currentOutputPortSet = Sets.newHashSetWithExpectedSize(ports.size());
for (ContainerStats.OperatorStats.PortStats s : ports) {
currentOutputPortSet.add(s.id);
PortStatus ps = status.outputPortStatusList.get(s.id);
if (ps == null) {
ps = status.new PortStatus();
ps.portName = s.id;
status.outputPortStatusList.put(s.id, ps);
}
ps.totalTuples += s.tupleCount;
ps.recordingId = s.recordingId;
tuplesEmitted += s.tupleCount;
Pair<Integer, String> operatorPortName = new Pair<>(oper.getId(), s.id);
Long lastEndWindowTimestamp = operatorPortLastEndWindowTimestamps.get(operatorPortName);
if (lastEndWindowTimestamp == null) {
lastEndWindowTimestamp = lastStatsTimestamp;
}
long portElapsedMillis = Math.max(s.endWindowTimestamp - lastEndWindowTimestamp, 0);
// LOG.debug("=== EMITTED TUPLE COUNT for {}: {}, {}, {}, {}", operatorPortName, s.tupleCount, portElapsedMillis, operatorPortLastEndWindowTimestamps.get(operatorPortName), lastStatsTimestamp);
ps.tuplesPMSMA.add(s.tupleCount, portElapsedMillis);
ps.bufferServerBytesPMSMA.add(s.bufferServerBytes, portElapsedMillis);
operatorPortLastEndWindowTimestamps.put(operatorPortName, s.endWindowTimestamp);
if (maxEndWindowTimestamp < s.endWindowTimestamp) {
maxEndWindowTimestamp = s.endWindowTimestamp;
}
}
if (ports.size() > 0) {
endWindowStats.emitTimestamp = ports.iterator().next().endWindowTimestamp;
}
// need to remove dead ports, for unifiers
Iterator<Map.Entry<String, PortStatus>> it = status.outputPortStatusList.entrySet().iterator();
while (it.hasNext()) {
Map.Entry<String, PortStatus> entry = it.next();
if (!currentOutputPortSet.contains(entry.getKey())) {
it.remove();
}
}
}
// (we don't know the latency for output operators because they don't emit tuples)
if (endWindowStats.emitTimestamp < 0) {
endWindowStats.emitTimestamp = maxDequeueTimestamp;
}
if (status.currentWindowId.get() != stats.windowId) {
status.lastWindowIdChangeTms = currentTimeMillis;
status.currentWindowId.set(stats.windowId);
}
totalCpuTimeUsed += stats.cpuTimeUsed;
statCount++;
if (oper.getOperatorMeta().getValue(OperatorContext.COUNTERS_AGGREGATOR) != null) {
endWindowStats.counters = stats.counters;
}
if (oper.getOperatorMeta().getMetricAggregatorMeta() != null && oper.getOperatorMeta().getMetricAggregatorMeta().getAggregator() != null) {
endWindowStats.metrics = stats.metrics;
}
if (stats.windowId > currentEndWindowStatsWindowId) {
Map<Integer, EndWindowStats> endWindowStatsMap = endWindowStatsOperatorMap.get(stats.windowId);
if (endWindowStatsMap == null) {
endWindowStatsMap = new ConcurrentSkipListMap<>();
Map<Integer, EndWindowStats> endWindowStatsMapPrevious = endWindowStatsOperatorMap.putIfAbsent(stats.windowId, endWindowStatsMap);
if (endWindowStatsMapPrevious != null) {
endWindowStatsMap = endWindowStatsMapPrevious;
}
}
endWindowStatsMap.put(shb.getNodeId(), endWindowStats);
Set<Integer> allCurrentOperators = plan.getAllOperators().keySet();
int numOperators = plan.getAllOperators().size();
if (allCurrentOperators.containsAll(endWindowStatsMap.keySet()) && endWindowStatsMap.size() == numOperators) {
completeEndWindowStatsWindowId = stats.windowId;
}
}
}
status.totalTuplesProcessed.add(tuplesProcessed);
status.totalTuplesEmitted.add(tuplesEmitted);
OperatorMeta logicalOperator = oper.getOperatorMeta();
LogicalOperatorStatus logicalStatus = logicalOperator.getStatus();
if (!oper.isUnifier()) {
logicalStatus.totalTuplesProcessed += tuplesProcessed;
logicalStatus.totalTuplesEmitted += tuplesEmitted;
}
long lastMaxEndWindowTimestamp = operatorLastEndWindowTimestamps.containsKey(oper.getId()) ? operatorLastEndWindowTimestamps.get(oper.getId()) : lastStatsTimestamp;
if (maxEndWindowTimestamp >= lastMaxEndWindowTimestamp) {
double tuplesProcessedPMSMA = 0.0;
double tuplesEmittedPMSMA = 0.0;
if (statCount != 0) {
// LOG.debug("CPU for {}: {} / {} - {}", oper.getId(), totalCpuTimeUsed, maxEndWindowTimestamp, lastMaxEndWindowTimestamp);
status.cpuNanosPMSMA.add(totalCpuTimeUsed, maxEndWindowTimestamp - lastMaxEndWindowTimestamp);
}
for (PortStatus ps : status.inputPortStatusList.values()) {
tuplesProcessedPMSMA += ps.tuplesPMSMA.getAvg();
}
for (PortStatus ps : status.outputPortStatusList.values()) {
tuplesEmittedPMSMA += ps.tuplesPMSMA.getAvg();
}
status.tuplesProcessedPSMA.set(Math.round(tuplesProcessedPMSMA * 1000));
status.tuplesEmittedPSMA.set(Math.round(tuplesEmittedPMSMA * 1000));
} else {
// LOG.warn("This timestamp for {} is lower than the previous!! {} < {}", oper.getId(),
// maxEndWindowTimestamp, lastMaxEndWindowTimestamp);
}
operatorLastEndWindowTimestamps.put(oper.getId(), maxEndWindowTimestamp);
status.listenerStats.add(statsList);
this.reportStats.put(oper, oper);
status.statsRevs.commit();
}
if (lastStatsTimestamp < maxEndWindowTimestamp) {
lastStatsTimestamp = maxEndWindowTimestamp;
}
}
sca.lastHeartbeatMillis = currentTimeMillis;
for (PTOperator oper : sca.container.getOperators()) {
if (!reportedOperators.contains(oper.getId())) {
processOperatorDeployStatus(oper, null, sca);
}
}
ContainerHeartbeatResponse rsp = getHeartbeatResponse(sca);
if (heartbeat.getContainerStats().operators.isEmpty() && isApplicationIdle()) {
LOG.info("requesting idle shutdown for container {}", heartbeat.getContainerId());
rsp.shutdown = ShutdownType.ABORT;
} else {
if (sca.isShutdownRequested()) {
LOG.info("requesting shutdown for container {}", heartbeat.getContainerId());
rsp.shutdown = sca.shutdownRequest;
}
}
List<StramToNodeRequest> requests = rsp.nodeRequests != null ? rsp.nodeRequests : new ArrayList<StramToNodeRequest>();
ConcurrentLinkedQueue<StramToNodeRequest> operatorRequests = sca.getOperatorRequests();
while (true) {
StramToNodeRequest r = operatorRequests.poll();
if (r == null) {
break;
}
requests.add(r);
}
rsp.nodeRequests = requests;
rsp.committedWindowId = committedWindowId;
rsp.stackTraceRequired = sca.stackTraceRequested;
sca.stackTraceRequested = false;
apexPluginDispatcher.dispatch(new DAGExecutionEvent.HeartbeatExecutionEvent(heartbeat));
return rsp;
}
use of com.datatorrent.stram.api.StreamingContainerUmbilicalProtocol.StramToNodeRequest in project apex-core by apache.
the class StreamingContainerManager method updateOnDeployRequests.
private void updateOnDeployRequests(PTOperator p, Predicate<StramToNodeRequest> superseded, StramToNodeRequest newRequest) {
// filter existing requests
List<StramToNodeRequest> cloneRequests = new ArrayList<>(p.deployRequests.size());
for (StramToNodeRequest existingRequest : p.deployRequests) {
if (!superseded.apply(existingRequest)) {
cloneRequests.add(existingRequest);
}
}
// add new request, if any
if (newRequest != null) {
cloneRequests.add(newRequest);
}
p.deployRequests = Collections.unmodifiableList(cloneRequests);
}
use of com.datatorrent.stram.api.StreamingContainerUmbilicalProtocol.StramToNodeRequest in project apex-core by apache.
the class StreamingContainer method processNodeRequests.
private void processNodeRequests(boolean flagInvalid) {
for (StramToNodeRequest req : nodeRequests) {
if (req.isDeleted()) {
continue;
}
if (req instanceof StramToNodeChangeLoggersRequest) {
handleChangeLoggersRequest((StramToNodeChangeLoggersRequest) req);
continue;
}
Node<?> node = nodes.get(req.getOperatorId());
if (node == null) {
logger.warn("Node for operator {} is not found, probably not deployed yet", req.getOperatorId());
continue;
}
Thread thread = node.context.getThread();
if (thread == null || !thread.isAlive()) {
if (flagInvalid) {
logger.warn("Received request with invalid operator id {} ({})", req.getOperatorId(), req);
req.setDeleted(true);
}
} else {
logger.debug("request received: {}", req);
OperatorRequest requestExecutor = requestFactory.getRequestExecutor(nodes.get(req.operatorId), req);
if (requestExecutor != null) {
node.context.request(requestExecutor);
} else {
logger.warn("No executor identified for the request {}", req);
}
req.setDeleted(true);
}
}
}
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