Examples with SystemStream org.apache.samza.system.SystemStream used on opensource projects

Example 31 with SystemStream

use of org.apache.samza.system.SystemStream in project samza by apache.

the class TestInMemorySystemProducer method testPartition.

/**
 * Test keys of type byte[] goes to the same partition if they have the same contents.
 */
@Test
public void testPartition() {
    doReturn(1000).when(inMemoryManager).getPartitionCountForSystemStream(any());
    doAnswer(new Answer<Void>() {

        int partitionOfFirstMessage = -1;

        int partitionOfSecondMessage = -2;

        @Override
        public Void answer(InvocationOnMock invocation) throws Throwable {
            SystemStreamPartition ssp = invocation.getArgumentAt(0, SystemStreamPartition.class);
            if (partitionOfFirstMessage == -1) {
                partitionOfFirstMessage = ssp.getPartition().getPartitionId();
            } else {
                partitionOfSecondMessage = ssp.getPartition().getPartitionId();
                Assert.assertEquals(partitionOfFirstMessage, partitionOfSecondMessage);
                testFinished = true;
            }
            return null;
        }
    }).when(inMemoryManager).put(any(), any(), any());
    byte[] key1 = new byte[] { 1, 2, 3 };
    byte[] key2 = new byte[] { 1, 2, 3 };
    SystemStream systemStream = new SystemStream("TestSystem", "TestStream");
    OutgoingMessageEnvelope outgoingMessageEnvelope1 = new OutgoingMessageEnvelope(systemStream, key1, null);
    OutgoingMessageEnvelope outgoingMessageEnvelope2 = new OutgoingMessageEnvelope(systemStream, key2, null);
    inMemorySystemProducer.send("TestSource", outgoingMessageEnvelope1);
    inMemorySystemProducer.send("TestSource", outgoingMessageEnvelope2);
    Assert.assertTrue(testFinished);
}

Example 32 with SystemStream

use of org.apache.samza.system.SystemStream in project samza by apache.

the class SSPGrouperProxy method getSystemStreamToPartitionCount.

/**
 * Computes a mapping from system stream to partition count using the provided {@param taskToSSPAssignment}.
 * @param taskToSSPAssignment the {@link TaskName} to {@link SystemStreamPartition}'s assignment of the job.
 * @return a mapping from {@link SystemStream} to the number of partitions of the stream.
 */
private Map<SystemStream, Integer> getSystemStreamToPartitionCount(Map<TaskName, List<SystemStreamPartition>> taskToSSPAssignment) {
    Map<SystemStream, Integer> systemStreamToPartitionCount = new HashMap<>();
    taskToSSPAssignment.forEach((taskName, systemStreamPartitions) -> {
        systemStreamPartitions.forEach(systemStreamPartition -> {
            SystemStream systemStream = systemStreamPartition.getSystemStream();
            systemStreamToPartitionCount.put(systemStream, systemStreamToPartitionCount.getOrDefault(systemStream, 0) + 1);
        });
    });
    return systemStreamToPartitionCount;
}

Example 33 with SystemStream

use of org.apache.samza.system.SystemStream in project samza by apache.

the class TransactionalStateTaskRestoreManager method getStoreActions.

/**
 * Marks each persistent but non-logged store for deletion.
 *
 * For each logged store, based on the current, checkpointed and local changelog offsets,
 * 1. decides which directories (current and checkpoints) to delete for persistent stores.
 * 2. decides which directories (checkpoints) to retain for persistent stores.
 * 3. decides which stores (persistent or not) need to be restored, and the beginning and end offsets for the restore.
 *
 * When this method returns, in StoreActions,
 * 1. all persistent store current directories will be present in storeDirsToDelete
 * 2. each persistent store checkpoint directory will be present in either storeDirToRetain or storeDirsToDelete.
 * 3. there will be at most one storeDirToRetain per persistent store, which will be a checkpoint directory.
 * 4. any stores (persistent or not) that need to be restored from changelogs will be present in
 *    storesToRestore with appropriate offsets.
 */
@VisibleForTesting
static StoreActions getStoreActions(TaskModel taskModel, Map<String, StorageEngine> storeEngines, Map<String, SystemStream> storeChangelogs, Map<String, KafkaStateCheckpointMarker> kafkaStateCheckpointMarkers, CheckpointId checkpointId, Map<SystemStreamPartition, SystemStreamPartitionMetadata> currentChangelogOffsets, SystemAdmins systemAdmins, StorageManagerUtil storageManagerUtil, File loggedStoreBaseDirectory, File nonLoggedStoreBaseDirectory, Config config, Clock clock) {
    TaskName taskName = taskModel.getTaskName();
    TaskMode taskMode = taskModel.getTaskMode();
    Map<String, File> storeDirToRetain = new HashMap<>();
    ListMultimap<String, File> storeDirsToDelete = ArrayListMultimap.create();
    Map<String, RestoreOffsets> storesToRestore = new HashMap<>();
    storeEngines.forEach((storeName, storageEngine) -> {
        // do nothing if store is non persistent and not logged (e.g. in memory cache only)
        if (!storageEngine.getStoreProperties().isPersistedToDisk() && !storageEngine.getStoreProperties().isLoggedStore()) {
            return;
        }
        // persistent but non-logged stores are always deleted
        if (storageEngine.getStoreProperties().isPersistedToDisk() && !storageEngine.getStoreProperties().isLoggedStore()) {
            File currentDir = storageManagerUtil.getTaskStoreDir(nonLoggedStoreBaseDirectory, storeName, taskName, taskMode);
            LOG.info("Marking current directory: {} for store: {} in task: {} for deletion since it is not a logged store.", currentDir, storeName, taskName);
            storeDirsToDelete.put(storeName, currentDir);
            // persistent but non-logged stores should not have checkpoint dirs
            return;
        }
        // get the oldest and newest current changelog SSP offsets as well as the checkpointed changelog SSP offset
        SystemStream changelog = storeChangelogs.get(storeName);
        SystemStreamPartition changelogSSP = new SystemStreamPartition(changelog, taskModel.getChangelogPartition());
        SystemAdmin admin = systemAdmins.getSystemAdmin(changelogSSP.getSystem());
        SystemStreamPartitionMetadata changelogSSPMetadata = currentChangelogOffsets.get(changelogSSP);
        String oldestOffset = changelogSSPMetadata.getOldestOffset();
        String newestOffset = changelogSSPMetadata.getNewestOffset();
        // can be null if no message, or message has null offset
        String checkpointedOffset = null;
        if (kafkaStateCheckpointMarkers.containsKey(storeName) && StringUtils.isNotBlank(kafkaStateCheckpointMarkers.get(storeName).getChangelogOffset())) {
            checkpointedOffset = kafkaStateCheckpointMarkers.get(storeName).getChangelogOffset();
        }
        long timeSinceLastCheckpointInMs = checkpointId == null ? Long.MAX_VALUE : System.currentTimeMillis() - checkpointId.getMillis();
        // if the clean.store.start config is set, delete current and checkpoint dirs, restore from oldest offset to checkpointed
        if (storageEngine.getStoreProperties().isPersistedToDisk() && new StorageConfig(config).cleanLoggedStoreDirsOnStart(storeName)) {
            File currentDir = storageManagerUtil.getTaskStoreDir(loggedStoreBaseDirectory, storeName, taskName, taskMode);
            LOG.info("Marking current directory: {} for store: {} in task: {} for deletion due to clean.on.container.start config.", currentDir, storeName, taskName);
            storeDirsToDelete.put(storeName, currentDir);
            storageManagerUtil.getTaskStoreCheckpointDirs(loggedStoreBaseDirectory, storeName, taskName, taskMode).forEach(checkpointDir -> {
                LOG.info("Marking checkpoint directory: {} for store: {} in task: {} for deletion due to clean.on.container.start config.", checkpointDir, storeName, taskName);
                storeDirsToDelete.put(storeName, checkpointDir);
            });
            LOG.info("Marking restore offsets for store: {} in task: {} to {}, {} ", storeName, taskName, oldestOffset, checkpointedOffset);
            storesToRestore.put(storeName, new RestoreOffsets(oldestOffset, checkpointedOffset));
            return;
        }
        Optional<File> currentDirOptional;
        Optional<List<File>> checkpointDirsOptional;
        if (!storageEngine.getStoreProperties().isPersistedToDisk()) {
            currentDirOptional = Optional.empty();
            checkpointDirsOptional = Optional.empty();
        } else {
            currentDirOptional = Optional.of(storageManagerUtil.getTaskStoreDir(loggedStoreBaseDirectory, storeName, taskName, taskMode));
            checkpointDirsOptional = Optional.of(storageManagerUtil.getTaskStoreCheckpointDirs(loggedStoreBaseDirectory, storeName, taskName, taskMode));
        }
        LOG.info("For store: {} in task: {} got current dir: {}, checkpoint dirs: {}, checkpointed changelog offset: {}", storeName, taskName, currentDirOptional, checkpointDirsOptional, checkpointedOffset);
        currentDirOptional.ifPresent(currentDir -> {
            LOG.info("Marking current directory: {} for store: {} in task: {} for deletion.", currentDir, storeName, taskName);
            storeDirsToDelete.put(storeName, currentDir);
        });
        if (checkpointedOffset == null && oldestOffset != null) {
            // this can mean that either this is the initial migration for this feature and there are no previously
            // checkpointed changelog offsets, or that this is a new store or changelog topic after the initial migration.
            // if this is the first time migration, it might be desirable to retain existing data.
            // if this is new store or topic, it is possible that the container previously died after writing some data to
            // the changelog but before a commit, so it is desirable to delete the store, not restore anything and
            // trim the changelog
            // since we can't tell the difference b/w the two scenarios by just looking at the store and changelogs,
            // we'll request users to indicate whether to retain existing data using a config flag. this flag should only
            // be set during migrations, and turned off after the first successful commit of the new container (i.e. next
            // deploy). for simplicity, we'll always delete the local store, and restore from changelog if necessary.
            // the former scenario should not be common. the recommended way to opt-in to the transactional state feature
            // is to first upgrade to the latest samza version but keep the transactional state restore config off.
            // this will create the store checkpoint directories and write the changelog offset to the checkpoint, but
            // will not use them during restore. once this is done (i.e. at least one commit after upgrade), the
            // transactional state restore feature can be turned on on subsequent deploys. this code path exists as a
            // fail-safe against clearing changelogs in case users do not follow upgrade instructions and enable the
            // feature directly.
            checkpointDirsOptional.ifPresent(checkpointDirs -> checkpointDirs.forEach(checkpointDir -> {
                LOG.info("Marking checkpoint directory: {} for store: {} in task: {} for deletion since checkpointed " + "offset is null and oldest offset: {} is not.", checkpointDir, storeName, taskName, oldestOffset);
                storeDirsToDelete.put(storeName, checkpointDir);
            }));
            if (new TaskConfig(config).getTransactionalStateRetainExistingState()) {
                // mark for restore from (oldest, newest) to recreate local state.
                LOG.warn("Checkpointed offset for store: {} in task: {} is null. Since retain existing state is true, " + "local state will be fully restored from current changelog contents. " + "There is no transactional local state guarantee.", storeName, taskName);
                storesToRestore.put(storeName, new RestoreOffsets(oldestOffset, newestOffset));
            } else {
                LOG.warn("Checkpointed offset for store: {} in task: {} is null. Since retain existing state is false, " + "any local state and changelog topic contents will be deleted.", storeName, taskName);
                // mark for restore from (oldest, null) to trim entire changelog.
                storesToRestore.put(storeName, new RestoreOffsets(oldestOffset, null));
            }
        } else if (// check if the checkpointed offset is out of range of current oldest and newest offsets
        admin.offsetComparator(oldestOffset, checkpointedOffset) > 0 || admin.offsetComparator(checkpointedOffset, newestOffset) > 0) {
            // checkpointed offset is out of range. this could mean that this is a TTL topic and the checkpointed
            // offset was TTLd, or that the changelog topic was manually deleted and then recreated.
            // we cannot guarantee transactional state for TTL stores, so delete everything and do a full restore
            // for local store. if the topic was deleted and recreated, this will have the side effect of
            // clearing the store as well.
            LOG.warn("Checkpointed offset: {} for store: {} in task: {} is out of range of oldest: {} or newest: {} offset." + "Deleting existing store and fully restoring from changelog topic from oldest to newest offset. If the topic " + "has time-based retention, there is no transactional local state guarantees. If the topic was changed," + "local state will be cleaned up and fully restored to match the new topic contents.", checkpointedOffset, storeName, taskName, oldestOffset, newestOffset);
            checkpointDirsOptional.ifPresent(checkpointDirs -> checkpointDirs.forEach(checkpointDir -> storeDirsToDelete.put(storeName, checkpointDir)));
            storesToRestore.put(storeName, new RestoreOffsets(oldestOffset, newestOffset));
        } else {
            // happy path. checkpointed offset is in range of current oldest and newest offsets
            if (!checkpointDirsOptional.isPresent()) {
                // non-persistent logged store
                LOG.info("Did not find any checkpoint directories for logged (maybe non-persistent) store: {}. Local state " + "will be fully restored from current changelog contents.", storeName);
                storesToRestore.put(storeName, new RestoreOffsets(oldestOffset, checkpointedOffset));
            } else {
                // persistent logged store
                String targetOffset;
                // check checkpoint time against min.compaction.lag.ms. if older, restore from checkpointed offset to newest
                // with no trim. be conservative. allow 10% safety margin to avoid deletions when the downtime is close
                // to min.compaction.lag.ms
                long minCompactionLagMs = new StorageConfig(config).getChangelogMinCompactionLagMs(storeName);
                if (timeSinceLastCheckpointInMs > .9 * minCompactionLagMs) {
                    LOG.warn("Checkpointed offset for store: {} in task: {} is: {}. It is in range of oldest: {} and " + "newest: {} changelog offset. However, time since last checkpoint is: {}, which is greater than " + "0.9 * min.compaction.lag.ms: {} for the changelog topic. Since there is a chance that" + "the changelog topic has been compacted, restoring store to the end of the current changelog contents." + "There is no transactional local state guarantee.", storeName, taskName, checkpointedOffset, oldestOffset, newestOffset, timeSinceLastCheckpointInMs, minCompactionLagMs);
                    targetOffset = newestOffset;
                } else {
                    targetOffset = checkpointedOffset;
                }
                // if there exists a valid store checkpoint directory with oldest offset <= local offset <= target offset,
                // retain it and restore the delta. delete all other checkpoint directories for the store. if more than one such
                // checkpoint directory exists, retain the one with the highest local offset and delete the rest.
                boolean hasValidCheckpointDir = false;
                for (File checkpointDir : checkpointDirsOptional.get()) {
                    if (storageManagerUtil.isLoggedStoreValid(storeName, checkpointDir, config, storeChangelogs, taskModel, clock, storeEngines)) {
                        String localOffset = storageManagerUtil.readOffsetFile(checkpointDir, Collections.singleton(changelogSSP), false).get(changelogSSP);
                        LOG.info("Read local offset: {} for store: {} checkpoint dir: {} in task: {}", localOffset, storeName, checkpointDir, taskName);
                        if (admin.offsetComparator(localOffset, oldestOffset) >= 0 && admin.offsetComparator(localOffset, targetOffset) <= 0 && (storesToRestore.get(storeName) == null || admin.offsetComparator(localOffset, storesToRestore.get(storeName).startingOffset) > 0)) {
                            hasValidCheckpointDir = true;
                            LOG.info("Temporarily marking checkpoint dir: {} for store: {} in task: {} for retention. " + "May be overridden later.", checkpointDir, storeName, taskName);
                            storeDirToRetain.put(storeName, checkpointDir);
                            // mark for restore even if local == checkpointed, so that the changelog gets trimmed.
                            LOG.info("Temporarily marking store: {} in task: {} for restore from beginning offset: {} to " + "ending offset: {}. May be overridden later", storeName, taskName, localOffset, targetOffset);
                            storesToRestore.put(storeName, new RestoreOffsets(localOffset, targetOffset));
                        }
                    }
                }
                // delete all non-retained checkpoint directories
                for (File checkpointDir : checkpointDirsOptional.get()) {
                    if (storeDirToRetain.get(storeName) == null || !storeDirToRetain.get(storeName).equals(checkpointDir)) {
                        LOG.info("Marking checkpoint directory: {} for store: {} in task: {} for deletion since it is not " + "marked for retention.", checkpointDir, storeName, taskName);
                        storeDirsToDelete.put(storeName, checkpointDir);
                    }
                }
                // if the store had not valid checkpoint dirs to retain, restore from changelog
                if (!hasValidCheckpointDir) {
                    storesToRestore.put(storeName, new RestoreOffsets(oldestOffset, targetOffset));
                }
            }
        }
    });
    LOG.info("Store directories to be retained in Task: {} are: {}", taskName, storeDirToRetain);
    LOG.info("Store directories to be deleted in Task: {} are: {}", taskName, storeDirsToDelete);
    LOG.info("Stores to be restored in Task: {} are: {}", taskName, storesToRestore);
    return new StoreActions(storeDirToRetain, storeDirsToDelete, storesToRestore);
}

Example 34 with SystemStream

use of org.apache.samza.system.SystemStream in project samza by apache.

the class TransactionalStateTaskRestoreManager method getCheckpointId.

private CheckpointId getCheckpointId(Checkpoint checkpoint) {
    if (checkpoint == null)
        return null;
    if (checkpoint instanceof CheckpointV1) {
        for (Map.Entry<String, SystemStream> storeNameSystemStream : storeChangelogs.entrySet()) {
            SystemStreamPartition storeChangelogSSP = new SystemStreamPartition(storeNameSystemStream.getValue(), taskModel.getChangelogPartition());
            String checkpointMessage = checkpoint.getOffsets().get(storeChangelogSSP);
            if (StringUtils.isNotBlank(checkpointMessage)) {
                KafkaChangelogSSPOffset kafkaStateChanglogOffset = KafkaChangelogSSPOffset.fromString(checkpointMessage);
                return kafkaStateChanglogOffset.getCheckpointId();
            }
        }
    } else if (checkpoint instanceof CheckpointV2) {
        return ((CheckpointV2) checkpoint).getCheckpointId();
    } else {
        throw new SamzaException("Unsupported checkpoint version: " + checkpoint.getVersion());
    }
    return null;
}

Example 35 with SystemStream

use of org.apache.samza.system.SystemStream in project samza by apache.

the class KafkaChangelogStateBackendFactory method getRestoreManager.

@Override
public TaskRestoreManager getRestoreManager(JobContext jobContext, ContainerContext containerContext, TaskModel taskModel, ExecutorService restoreExecutor, MetricsRegistry metricsRegistry, Set<String> storesToRestore, Config config, Clock clock, File loggedStoreBaseDir, File nonLoggedStoreBaseDir, KafkaChangelogRestoreParams kafkaChangelogRestoreParams) {
    Map<String, SystemStream> storeChangelogs = new StorageConfig(config).getStoreChangelogs();
    Set<SystemStreamPartition> changelogSSPs = storeChangelogs.values().stream().flatMap(ss -> containerContext.getContainerModel().getTasks().values().stream().map(tm -> new SystemStreamPartition(ss, tm.getChangelogPartition()))).collect(Collectors.toSet());
    // filter out standby store-ssp pairs
    Map<String, SystemStream> filteredStoreChangelogs = filterStandbySystemStreams(storeChangelogs, containerContext.getContainerModel());
    SystemAdmins systemAdmins = new SystemAdmins(kafkaChangelogRestoreParams.getSystemAdmins());
    if (new TaskConfig(config).getTransactionalStateRestoreEnabled()) {
        return new TransactionalStateTaskRestoreManager(storesToRestore, jobContext, containerContext, taskModel, restoreExecutor, filteredStoreChangelogs, kafkaChangelogRestoreParams.getInMemoryStores(), kafkaChangelogRestoreParams.getStorageEngineFactories(), kafkaChangelogRestoreParams.getSerdes(), systemAdmins, kafkaChangelogRestoreParams.getStoreConsumers(), metricsRegistry, kafkaChangelogRestoreParams.getCollector(), getSspCache(systemAdmins, clock, changelogSSPs), loggedStoreBaseDir, nonLoggedStoreBaseDir, config, clock);
    } else {
        return new NonTransactionalStateTaskRestoreManager(storesToRestore, jobContext, containerContext, taskModel, restoreExecutor, filteredStoreChangelogs, kafkaChangelogRestoreParams.getInMemoryStores(), kafkaChangelogRestoreParams.getStorageEngineFactories(), kafkaChangelogRestoreParams.getSerdes(), systemAdmins, getStreamCache(systemAdmins, clock), kafkaChangelogRestoreParams.getStoreConsumers(), metricsRegistry, kafkaChangelogRestoreParams.getCollector(), jobContext.getJobModel().getMaxChangeLogStreamPartitions(), loggedStoreBaseDir, nonLoggedStoreBaseDir, config, clock);
    }
}