Examples with MemoryRequirements io.trino.execution.scheduler.PartitionMemoryEstimator.MemoryRequirements used on opensource projects

Example 1 with MemoryRequirements

use of io.trino.execution.scheduler.PartitionMemoryEstimator.MemoryRequirements in project trino by trinodb.

the class FaultTolerantStageScheduler method schedule.

public synchronized void schedule() throws Exception {
    if (failure != null) {
        propagateIfPossible(failure, Exception.class);
        throw new RuntimeException(failure);
    }
    if (closed) {
        return;
    }
    if (isFinished()) {
        return;
    }
    if (!blocked.isDone()) {
        return;
    }
    if (taskSource == null) {
        Map<PlanFragmentId, ListenableFuture<List<ExchangeSourceHandle>>> sourceHandles = sourceExchanges.entrySet().stream().collect(toImmutableMap(Map.Entry::getKey, entry -> toListenableFuture(entry.getValue().getSourceHandles())));
        List<ListenableFuture<List<ExchangeSourceHandle>>> blockedFutures = sourceHandles.values().stream().filter(future -> !future.isDone()).collect(toImmutableList());
        if (!blockedFutures.isEmpty()) {
            blocked = asVoid(allAsList(blockedFutures));
            return;
        }
        Multimap<PlanFragmentId, ExchangeSourceHandle> exchangeSources = sourceHandles.entrySet().stream().collect(flatteningToImmutableListMultimap(Map.Entry::getKey, entry -> getFutureValue(entry.getValue()).stream()));
        taskSource = taskSourceFactory.create(session, stage.getFragment(), sourceExchanges, exchangeSources, stage::recordGetSplitTime, sourceBucketToPartitionMap, sourceBucketNodeMap);
    }
    while (!queuedPartitions.isEmpty() || !taskSource.isFinished()) {
        while (queuedPartitions.isEmpty() && !taskSource.isFinished()) {
            List<TaskDescriptor> tasks = taskSource.getMoreTasks();
            for (TaskDescriptor task : tasks) {
                queuedPartitions.add(task.getPartitionId());
                allPartitions.add(task.getPartitionId());
                taskDescriptorStorage.put(stage.getStageId(), task);
                sinkExchange.ifPresent(exchange -> {
                    ExchangeSinkHandle exchangeSinkHandle = exchange.addSink(task.getPartitionId());
                    partitionToExchangeSinkHandleMap.put(task.getPartitionId(), exchangeSinkHandle);
                });
            }
            if (taskSource.isFinished()) {
                sinkExchange.ifPresent(Exchange::noMoreSinks);
            }
        }
        if (queuedPartitions.isEmpty()) {
            break;
        }
        int partition = queuedPartitions.peek();
        Optional<TaskDescriptor> taskDescriptorOptional = taskDescriptorStorage.get(stage.getStageId(), partition);
        if (taskDescriptorOptional.isEmpty()) {
            // query has been terminated
            return;
        }
        TaskDescriptor taskDescriptor = taskDescriptorOptional.get();
        MemoryRequirements memoryRequirements = partitionMemoryRequirements.computeIfAbsent(partition, ignored -> partitionMemoryEstimator.getInitialMemoryRequirements(session, taskDescriptor.getNodeRequirements().getMemory()));
        if (nodeLease == null) {
            NodeRequirements nodeRequirements = taskDescriptor.getNodeRequirements();
            nodeRequirements = nodeRequirements.withMemory(memoryRequirements.getRequiredMemory());
            nodeLease = nodeAllocator.acquire(nodeRequirements);
        }
        if (!nodeLease.getNode().isDone()) {
            blocked = asVoid(nodeLease.getNode());
            return;
        }
        NodeInfo node = getFutureValue(nodeLease.getNode());
        queuedPartitions.poll();
        Multimap<PlanNodeId, Split> tableScanSplits = taskDescriptor.getSplits();
        Multimap<PlanNodeId, Split> remoteSplits = createRemoteSplits(taskDescriptor.getExchangeSourceHandles());
        Multimap<PlanNodeId, Split> taskSplits = ImmutableListMultimap.<PlanNodeId, Split>builder().putAll(tableScanSplits).putAll(remoteSplits).build();
        int attemptId = getNextAttemptIdForPartition(partition);
        OutputBuffers outputBuffers;
        Optional<ExchangeSinkInstanceHandle> exchangeSinkInstanceHandle;
        if (sinkExchange.isPresent()) {
            ExchangeSinkHandle sinkHandle = partitionToExchangeSinkHandleMap.get(partition);
            exchangeSinkInstanceHandle = Optional.of(sinkExchange.get().instantiateSink(sinkHandle, attemptId));
            outputBuffers = createSpoolingExchangeOutputBuffers(exchangeSinkInstanceHandle.get());
        } else {
            exchangeSinkInstanceHandle = Optional.empty();
            // stage will be consumed by the coordinator using direct exchange
            outputBuffers = createInitialEmptyOutputBuffers(PARTITIONED).withBuffer(new OutputBuffers.OutputBufferId(0), 0).withNoMoreBufferIds();
        }
        Set<PlanNodeId> allSourcePlanNodeIds = ImmutableSet.<PlanNodeId>builder().addAll(stage.getFragment().getPartitionedSources()).addAll(stage.getFragment().getRemoteSourceNodes().stream().map(RemoteSourceNode::getId).iterator()).build();
        RemoteTask task = stage.createTask(node.getNode(), partition, attemptId, sinkBucketToPartitionMap, outputBuffers, taskSplits, allSourcePlanNodeIds.stream().collect(toImmutableListMultimap(Function.identity(), planNodeId -> Lifespan.taskWide())), allSourcePlanNodeIds).orElseThrow(() -> new VerifyException("stage execution is expected to be active"));
        partitionToRemoteTaskMap.put(partition, task);
        runningTasks.put(task.getTaskId(), task);
        runningNodes.put(task.getTaskId(), nodeLease);
        nodeLease = null;
        if (taskFinishedFuture == null) {
            taskFinishedFuture = SettableFuture.create();
        }
        taskLifecycleListener.taskCreated(stage.getFragment().getId(), task);
        task.addStateChangeListener(taskStatus -> updateTaskStatus(taskStatus, exchangeSinkInstanceHandle));
        task.start();
    }
    if (taskFinishedFuture != null && !taskFinishedFuture.isDone()) {
        blocked = taskFinishedFuture;
    }
}

Example 2 with MemoryRequirements

use of io.trino.execution.scheduler.PartitionMemoryEstimator.MemoryRequirements in project trino by trinodb.

the class FaultTolerantStageScheduler method updateTaskStatus.

private void updateTaskStatus(TaskStatus taskStatus, Optional<ExchangeSinkInstanceHandle> exchangeSinkInstanceHandle) {
    TaskState state = taskStatus.getState();
    if (!state.isDone()) {
        return;
    }
    try {
        RuntimeException failure = null;
        SettableFuture<Void> future;
        synchronized (this) {
            TaskId taskId = taskStatus.getTaskId();
            runningTasks.remove(taskId);
            future = taskFinishedFuture;
            if (!runningTasks.isEmpty()) {
                taskFinishedFuture = SettableFuture.create();
            } else {
                taskFinishedFuture = null;
            }
            NodeAllocator.NodeLease nodeLease = requireNonNull(runningNodes.remove(taskId), () -> "node not found for task id: " + taskId);
            nodeLease.release();
            int partitionId = taskId.getPartitionId();
            if (!finishedPartitions.contains(partitionId) && !closed) {
                switch(state) {
                    case FINISHED:
                        finishedPartitions.add(partitionId);
                        if (sinkExchange.isPresent()) {
                            checkArgument(exchangeSinkInstanceHandle.isPresent(), "exchangeSinkInstanceHandle is expected to be present");
                            sinkExchange.get().sinkFinished(exchangeSinkInstanceHandle.get());
                        }
                        partitionToRemoteTaskMap.get(partitionId).forEach(RemoteTask::abort);
                        break;
                    case CANCELED:
                        log.debug("Task cancelled: %s", taskId);
                        break;
                    case ABORTED:
                        log.debug("Task aborted: %s", taskId);
                        break;
                    case FAILED:
                        ExecutionFailureInfo failureInfo = taskStatus.getFailures().stream().findFirst().map(this::rewriteTransportFailure).orElse(toFailure(new TrinoException(GENERIC_INTERNAL_ERROR, "A task failed for an unknown reason")));
                        log.warn(failureInfo.toException(), "Task failed: %s", taskId);
                        ErrorCode errorCode = failureInfo.getErrorCode();
                        int taskRemainingAttempts = remainingAttemptsPerTask.getOrDefault(partitionId, maxRetryAttemptsPerTask);
                        if (remainingRetryAttemptsOverall > 0 && taskRemainingAttempts > 0 && (errorCode == null || errorCode.getType() != USER_ERROR)) {
                            remainingRetryAttemptsOverall--;
                            remainingAttemptsPerTask.put(partitionId, taskRemainingAttempts - 1);
                            // update memory limits for next attempt
                            MemoryRequirements memoryLimits = partitionMemoryRequirements.get(partitionId);
                            verify(memoryLimits != null);
                            MemoryRequirements newMemoryLimits = partitionMemoryEstimator.getNextRetryMemoryRequirements(session, memoryLimits, errorCode);
                            partitionMemoryRequirements.put(partitionId, newMemoryLimits);
                            // reschedule
                            queuedPartitions.add(partitionId);
                            log.debug("Retrying partition %s for stage %s", partitionId, stage.getStageId());
                        } else {
                            failure = failureInfo.toException();
                        }
                        break;
                    default:
                        throw new IllegalArgumentException("Unexpected task state: " + state);
                }
            }
        }
        if (failure != null) {
            // must be called outside the lock
            fail(failure);
        }
        if (future != null && !future.isDone()) {
            future.set(null);
        }
    } catch (Throwable t) {
        fail(t);
    }
}