Examples with ContainerModel org.apache.samza.job.model.ContainerModel used on opensource projects

Example 46 with ContainerModel

use of org.apache.samza.job.model.ContainerModel in project samza by apache.

the class JobModelHelper method updateTaskAssignments.

/**
 * This method does the following:
 * 1. Deletes the existing task assignments if the partition-task grouping has changed from the previous run of the job.
 * 2. Saves the newly generated task assignments to the storage layer through the {@param TaskAssignementManager}.
 *
 * @param jobModel              represents the {@see JobModel} of the samza job.
 * @param taskAssignmentManager required to persist the processor to task assignments to the metadata store.
 * @param taskPartitionAssignmentManager required to persist the task to partition assignments to the metadata store.
 * @param grouperMetadata       provides the historical metadata of the samza application.
 */
private void updateTaskAssignments(JobModel jobModel, TaskAssignmentManager taskAssignmentManager, TaskPartitionAssignmentManager taskPartitionAssignmentManager, GrouperMetadata grouperMetadata) {
    LOG.info("Storing the task assignments into metadata store.");
    Set<String> activeTaskNames = new HashSet<>();
    Set<String> standbyTaskNames = new HashSet<>();
    Set<SystemStreamPartition> systemStreamPartitions = new HashSet<>();
    for (ContainerModel containerModel : jobModel.getContainers().values()) {
        for (TaskModel taskModel : containerModel.getTasks().values()) {
            if (TaskMode.Active.equals(taskModel.getTaskMode())) {
                activeTaskNames.add(taskModel.getTaskName().getTaskName());
            }
            if (TaskMode.Standby.equals(taskModel.getTaskMode())) {
                standbyTaskNames.add(taskModel.getTaskName().getTaskName());
            }
            systemStreamPartitions.addAll(taskModel.getSystemStreamPartitions());
        }
    }
    Map<TaskName, String> previousTaskToContainerId = grouperMetadata.getPreviousTaskToProcessorAssignment();
    if (activeTaskNames.size() != previousTaskToContainerId.size()) {
        LOG.warn(String.format("Current task count %s does not match saved task count %s. Stateful jobs may observe misalignment of keys!", activeTaskNames.size(), previousTaskToContainerId.size()));
        // If the tasks changed, then the partition-task grouping is also likely changed and we can't handle that
        // without a much more complicated mapping. Further, the partition count may have changed, which means
        // input message keys are likely reshuffled w.r.t. partitions, so the local state may not contain necessary
        // data associated with the incoming keys. Warn the user and default to grouper
        // In this scenario the tasks may have been reduced, so we need to delete all the existing messages
        taskAssignmentManager.deleteTaskContainerMappings(previousTaskToContainerId.keySet().stream().map(TaskName::getTaskName).collect(Collectors.toList()));
        taskPartitionAssignmentManager.delete(systemStreamPartitions);
    }
    // if the set of standby tasks has changed, e.g., when the replication-factor changed, or the active-tasks-set has
    // changed, we log a warning and delete the existing mapping for these tasks
    Set<String> previousStandbyTasks = taskAssignmentManager.readTaskModes().entrySet().stream().filter(taskNameToTaskModeEntry -> TaskMode.Standby.equals(taskNameToTaskModeEntry.getValue())).map(taskNameToTaskModeEntry -> taskNameToTaskModeEntry.getKey().getTaskName()).collect(Collectors.toSet());
    if (!standbyTaskNames.equals(previousStandbyTasks)) {
        LOG.info(String.format("The set of standby tasks has changed, current standby tasks %s, previous standby tasks %s", standbyTaskNames, previousStandbyTasks));
        taskAssignmentManager.deleteTaskContainerMappings(previousStandbyTasks);
    }
    // Task to partition assignments is stored as {@see SystemStreamPartition} to list of {@see TaskName} in
    // coordinator stream. This is done due to the 1 MB value size limit in a kafka topic.
    Map<SystemStreamPartition, List<String>> sspToTaskNameMap = new HashMap<>();
    Map<String, Map<String, TaskMode>> taskContainerMappings = new HashMap<>();
    for (ContainerModel containerModel : jobModel.getContainers().values()) {
        containerModel.getTasks().forEach((taskName, taskModel) -> {
            taskContainerMappings.putIfAbsent(containerModel.getId(), new HashMap<>());
            taskContainerMappings.get(containerModel.getId()).put(taskName.getTaskName(), taskModel.getTaskMode());
            taskModel.getSystemStreamPartitions().forEach(systemStreamPartition -> {
                sspToTaskNameMap.putIfAbsent(systemStreamPartition, new ArrayList<>());
                sspToTaskNameMap.get(systemStreamPartition).add(taskName.getTaskName());
            });
        });
    }
    taskAssignmentManager.writeTaskContainerMappings(taskContainerMappings);
    taskPartitionAssignmentManager.writeTaskPartitionAssignments(sspToTaskNameMap);
}

Example 47 with ContainerModel

use of org.apache.samza.job.model.ContainerModel in project samza by apache.

the class TaskNameGrouperProxy method generateStandbyTasks.

/**
 *  Generate a container model map with standby tasks added and grouped into buddy containers.
 *  Package-private for testing.
 *
 * @param containerModels The initial container model map.
 * @param replicationFactor The desired replication factor, if the replication-factor is n, we add n-1 standby tasks for each active task.
 * @return The generated map of containerModels with added containers, and the initial regular containers
 */
Set<ContainerModel> generateStandbyTasks(Set<ContainerModel> containerModels, int replicationFactor) {
    LOG.info("Received current containerModel map : {}, replicationFactor : {}", containerModels, replicationFactor);
    Set<ContainerModel> buddyContainers = new HashSet<>();
    for (ContainerModel activeContainer : containerModels) {
        for (int replicaNum = 0; replicaNum < replicationFactor - 1; replicaNum++) {
            String buddyContainerId = StandbyTaskUtil.getStandbyContainerId(activeContainer.getId(), replicaNum);
            ContainerModel buddyContainerModel = new ContainerModel(buddyContainerId, getTaskModelForBuddyContainer(activeContainer.getTasks(), replicaNum));
            buddyContainers.add(buddyContainerModel);
        }
    }
    LOG.info("Adding buddy containers : {}", buddyContainers);
    buddyContainers.addAll(containerModels);
    return buddyContainers;
}

Example 48 with ContainerModel

use of org.apache.samza.job.model.ContainerModel in project samza by apache.

the class TestContainerAllocator method getJobModelReader.

private static JobModelManager getJobModelReader(int containerCount) {
    //Ideally, the JobModelReader should be constructed independent of HttpServer.
    //That way it becomes easier to mock objects. Save it for later.
    HttpServer server = new MockHttpServer("/", 7777, null, new ServletHolder(DefaultServlet.class));
    Map<String, ContainerModel> containers = new java.util.HashMap<>();
    for (int i = 0; i < containerCount; i++) {
        ContainerModel container = new ContainerModel(String.valueOf(i), i, new HashMap<TaskName, TaskModel>());
        containers.put(String.valueOf(i), container);
    }
    JobModel jobModel = new JobModel(getConfig(), containers);
    return new JobModelManager(jobModel, server, null);
}

Example 49 with ContainerModel

use of org.apache.samza.job.model.ContainerModel in project samza by apache.

the class TestContainerProcessManager method getCoordinator.

private JobModelManager getCoordinator(int containerCount) {
    Map<String, ContainerModel> containers = new java.util.HashMap<>();
    for (int i = 0; i < containerCount; i++) {
        ContainerModel container = new ContainerModel(String.valueOf(i), i, new HashMap<TaskName, TaskModel>());
        containers.put(String.valueOf(i), container);
    }
    Map<String, Map<String, String>> localityMap = new HashMap<>();
    localityMap.put("0", new HashMap<String, String>() {

        {
            put(SetContainerHostMapping.HOST_KEY, "abc");
        }
    });
    LocalityManager mockLocalityManager = mock(LocalityManager.class);
    when(mockLocalityManager.readContainerLocality()).thenReturn(localityMap);
    JobModel jobModel = new JobModel(getConfig(), containers, mockLocalityManager);
    JobModelManager.jobModelRef().getAndSet(jobModel);
    return new JobModelManager(jobModel, this.server, null);
}

Example 50 with ContainerModel

use of org.apache.samza.job.model.ContainerModel in project samza by apache.

the class TestGroupByContainerCount method testBalancerNewContainerCountOne.

@Test
public void testBalancerNewContainerCountOne() {
    Set<TaskModel> taskModels = generateTaskModels(3);
    Set<ContainerModel> prevContainers = new GroupByContainerCount(3).group(taskModels);
    Map<String, String> prevTaskToContainerMapping = generateTaskContainerMapping(prevContainers);
    when(taskAssignmentManager.readTaskAssignment()).thenReturn(prevTaskToContainerMapping);
    Set<ContainerModel> containers = new GroupByContainerCount(1).balance(taskModels, localityManager);
    // Results should be the same as calling group
    Map<String, ContainerModel> containersMap = new HashMap<>();
    for (ContainerModel container : containers) {
        containersMap.put(container.getProcessorId(), container);
    }
    assertEquals(1, containers.size());
    ContainerModel container0 = containersMap.get("0");
    assertNotNull(container0);
    assertEquals("0", container0.getProcessorId());
    assertEquals(3, container0.getTasks().size());
    assertTrue(container0.getTasks().containsKey(getTaskName(0)));
    assertTrue(container0.getTasks().containsKey(getTaskName(1)));
    assertTrue(container0.getTasks().containsKey(getTaskName(2)));
    verify(taskAssignmentManager).writeTaskContainerMapping(getTaskName(0).getTaskName(), "0");
    verify(taskAssignmentManager).writeTaskContainerMapping(getTaskName(1).getTaskName(), "0");
    verify(taskAssignmentManager).writeTaskContainerMapping(getTaskName(2).getTaskName(), "0");
    verify(taskAssignmentManager, never()).deleteTaskContainerMappings(anyCollection());
}