Examples with SparkManager io.cdap.cdap.test.SparkManager used on opensource projects

Example 6 with SparkManager

use of io.cdap.cdap.test.SparkManager in project cdap by caskdata.

the class DataStreamsTest method testAlertPublisher.

@Test
public void testAlertPublisher() throws Exception {
    String sinkName = "alertSink";
    String topic = "alertTopic";
    Schema schema = Schema.recordOf("x", Schema.Field.of("id", Schema.nullableOf(Schema.of(Schema.Type.LONG))));
    StructuredRecord record1 = StructuredRecord.builder(schema).set("id", 1L).build();
    StructuredRecord record2 = StructuredRecord.builder(schema).set("id", 2L).build();
    StructuredRecord alertRecord = StructuredRecord.builder(schema).build();
    /*
     * source --> nullAlert --> sink
     *               |
     *               |--> TMS publisher
     */
    DataStreamsConfig config = DataStreamsConfig.builder().setBatchInterval("5s").addStage(new ETLStage("source", MockSource.getPlugin(schema, ImmutableList.of(record1, record2, alertRecord)))).addStage(new ETLStage("nullAlert", NullAlertTransform.getPlugin("id"))).addStage(new ETLStage("sink", MockSink.getPlugin(sinkName))).addStage(new ETLStage("tms", TMSAlertPublisher.getPlugin(topic, NamespaceId.DEFAULT.getNamespace()))).addConnection("source", "nullAlert").addConnection("nullAlert", "sink").addConnection("nullAlert", "tms").setCheckpointDir(checkpointDir).build();
    AppRequest<DataStreamsConfig> appRequest = new AppRequest<>(APP_ARTIFACT, config);
    ApplicationId appId = NamespaceId.DEFAULT.app("AlertTest");
    ApplicationManager appManager = deployApplication(appId, appRequest);
    SparkManager sparkManager = appManager.getSparkManager(DataStreamsSparkLauncher.NAME);
    sparkManager.start();
    sparkManager.waitForRun(ProgramRunStatus.RUNNING, 10, TimeUnit.SECONDS);
    final Set<StructuredRecord> expectedRecords = ImmutableSet.of(record1, record2);
    final Set<Alert> expectedMessages = ImmutableSet.of(new Alert("nullAlert", new HashMap<String, String>()));
    final DataSetManager<Table> sinkTable = getDataset(sinkName);
    Tasks.waitFor(true, () -> {
        // get alerts from TMS
        try {
            getMessagingAdmin(NamespaceId.DEFAULT.getNamespace()).getTopicProperties(topic);
        } catch (TopicNotFoundException e) {
            return false;
        }
        MessageFetcher messageFetcher = getMessagingContext().getMessageFetcher();
        Set<Alert> actualMessages = new HashSet<>();
        try (CloseableIterator<Message> iter = messageFetcher.fetch(NamespaceId.DEFAULT.getNamespace(), topic, 5, 0)) {
            while (iter.hasNext()) {
                Message message = iter.next();
                Alert alert = message.decodePayload(r -> GSON.fromJson(r, Alert.class));
                actualMessages.add(alert);
            }
        }
        // get records from sink
        sinkTable.flush();
        Set<StructuredRecord> outputRecords = new HashSet<>(MockSink.readOutput(sinkTable));
        return expectedRecords.equals(outputRecords) && expectedMessages.equals(actualMessages);
    }, 4, TimeUnit.MINUTES);
    sparkManager.stop();
    sparkManager.waitForStopped(10, TimeUnit.SECONDS);
    validateMetric(appId, "source.records.out", 3);
    validateMetric(appId, "nullAlert.records.in", 3);
    validateMetric(appId, "nullAlert.records.out", 2);
    validateMetric(appId, "nullAlert.records.alert", 1);
    validateMetric(appId, "sink.records.in", 2);
    validateMetric(appId, "tms.records.in", 1);
}

Example 7 with SparkManager

use of io.cdap.cdap.test.SparkManager in project cdap by caskdata.

the class TestFrameworkTestRun method testAppWithPlugin.

@Test
public void testAppWithPlugin() throws Exception {
    ArtifactId artifactId = NamespaceId.DEFAULT.artifact("app-with-plugin", "1.0.0-SNAPSHOT");
    addAppArtifact(artifactId, AppWithPlugin.class);
    ArtifactId pluginArtifactId = NamespaceId.DEFAULT.artifact("test-plugin", "1.0.0-SNAPSHOT");
    addPluginArtifact(pluginArtifactId, artifactId, ToStringPlugin.class);
    ApplicationId appId = NamespaceId.DEFAULT.app("AppWithPlugin");
    AppRequest createRequest = new AppRequest(new ArtifactSummary(artifactId.getArtifact(), artifactId.getVersion()));
    ApplicationManager appManager = deployApplication(appId, createRequest);
    final WorkerManager workerManager = appManager.getWorkerManager(AppWithPlugin.WORKER);
    workerManager.start();
    workerManager.waitForRun(ProgramRunStatus.COMPLETED, 10, TimeUnit.SECONDS);
    final ServiceManager serviceManager = appManager.getServiceManager(AppWithPlugin.SERVICE);
    serviceManager.start();
    serviceManager.waitForRun(ProgramRunStatus.RUNNING, 10, TimeUnit.SECONDS);
    URL serviceURL = serviceManager.getServiceURL(5, TimeUnit.SECONDS);
    callServiceGet(serviceURL, "dummy");
    serviceManager.stop();
    serviceManager.waitForStopped(10, TimeUnit.SECONDS);
    WorkflowManager workflowManager = appManager.getWorkflowManager(AppWithPlugin.WORKFLOW);
    workflowManager.start();
    workflowManager.waitForRun(ProgramRunStatus.COMPLETED, 5, TimeUnit.MINUTES);
    List<RunRecord> runRecords = workflowManager.getHistory();
    Assert.assertNotEquals(ProgramRunStatus.FAILED, runRecords.get(0).getStatus());
    DataSetManager<KeyValueTable> workflowTableManager = getDataset(AppWithPlugin.WORKFLOW_TABLE);
    String value = Bytes.toString(workflowTableManager.get().read("val"));
    Assert.assertEquals(AppWithPlugin.TEST, value);
    Map<String, String> workflowTags = ImmutableMap.of(Constants.Metrics.Tag.NAMESPACE, NamespaceId.DEFAULT.getNamespace(), Constants.Metrics.Tag.APP, "AppWithPlugin", Constants.Metrics.Tag.WORKFLOW, AppWithPlugin.WORKFLOW, Constants.Metrics.Tag.RUN_ID, runRecords.get(0).getPid());
    getMetricsManager().waitForTotalMetricCount(workflowTags, String.format("user.destroy.%s", AppWithPlugin.WORKFLOW), 1, 60, TimeUnit.SECONDS);
    // Testing Spark Plugins. First send some data to fileset for the Spark program to process
    DataSetManager<FileSet> fileSetManager = getDataset(AppWithPlugin.SPARK_INPUT);
    FileSet fileSet = fileSetManager.get();
    try (PrintStream out = new PrintStream(fileSet.getLocation("input").append("file.txt").getOutputStream(), true, "UTF-8")) {
        for (int i = 0; i < 5; i++) {
            out.println("Message " + i);
        }
    }
    Map<String, String> sparkArgs = new HashMap<>();
    FileSetArguments.setInputPath(sparkArgs, "input");
    SparkManager sparkManager = appManager.getSparkManager(AppWithPlugin.SPARK).start(sparkArgs);
    sparkManager.waitForRun(ProgramRunStatus.COMPLETED, 2, TimeUnit.MINUTES);
    // Verify the Spark result.
    DataSetManager<Table> dataSetManager = getDataset(AppWithPlugin.SPARK_TABLE);
    Table table = dataSetManager.get();
    try (Scanner scanner = table.scan(null, null)) {
        for (int i = 0; i < 5; i++) {
            Row row = scanner.next();
            Assert.assertNotNull(row);
            String expected = "Message " + i + " " + AppWithPlugin.TEST;
            Assert.assertEquals(expected, Bytes.toString(row.getRow()));
            Assert.assertEquals(expected, Bytes.toString(row.get(expected)));
        }
        // There shouldn't be any more rows in the table.
        Assert.assertNull(scanner.next());
    }
}

Example 8 with SparkManager

use of io.cdap.cdap.test.SparkManager in project cdap by caskdata.

the class TestFrameworkTestRun method testClusterName.

@Test
public void testClusterName() throws Exception {
    String clusterName = getConfiguration().get(Constants.CLUSTER_NAME);
    ApplicationManager appManager = deployApplication(ClusterNameTestApp.class);
    final DataSetManager<KeyValueTable> datasetManager = getDataset(ClusterNameTestApp.CLUSTER_NAME_TABLE);
    final KeyValueTable clusterNameTable = datasetManager.get();
    // A callable for reading the cluster name from the ClusterNameTable.
    // It is used for Tasks.waitFor call down below.
    final AtomicReference<String> key = new AtomicReference<>();
    Callable<String> readClusterName = new Callable<String>() {

        @Nullable
        @Override
        public String call() throws Exception {
            datasetManager.flush();
            byte[] bytes = clusterNameTable.read(key.get());
            return bytes == null ? null : new String(bytes, StandardCharsets.UTF_8);
        }
    };
    // Service
    ServiceManager serviceManager = appManager.getServiceManager(ClusterNameTestApp.ClusterNameServiceHandler.class.getSimpleName()).start();
    Assert.assertEquals(clusterName, callServiceGet(serviceManager.getServiceURL(10, TimeUnit.SECONDS), "clusterName"));
    serviceManager.stop();
    // Worker
    WorkerManager workerManager = appManager.getWorkerManager(ClusterNameTestApp.ClusterNameWorker.class.getSimpleName()).start();
    key.set("worker.cluster.name");
    Tasks.waitFor(clusterName, readClusterName, 10, TimeUnit.SECONDS, 100, TimeUnit.MILLISECONDS);
    // The worker will stop by itself. No need to call stop
    workerManager.waitForRun(ProgramRunStatus.COMPLETED, 10, TimeUnit.SECONDS);
    // MapReduce
    // Setup the input file used by MR
    Location location = this.<FileSet>getDataset(ClusterNameTestApp.INPUT_FILE_SET).get().getLocation("input");
    try (PrintStream printer = new PrintStream(location.getOutputStream(), true, "UTF-8")) {
        for (int i = 0; i < 10; i++) {
            printer.println("Hello World " + i);
        }
    }
    // Setup input and output dataset arguments
    Map<String, String> inputArgs = new HashMap<>();
    FileSetArguments.setInputPath(inputArgs, "input");
    Map<String, String> outputArgs = new HashMap<>();
    FileSetArguments.setOutputPath(outputArgs, "output");
    Map<String, String> args = new HashMap<>();
    args.putAll(RuntimeArguments.addScope(Scope.DATASET, ClusterNameTestApp.INPUT_FILE_SET, inputArgs));
    args.putAll(RuntimeArguments.addScope(Scope.DATASET, ClusterNameTestApp.OUTPUT_FILE_SET, outputArgs));
    MapReduceManager mrManager = appManager.getMapReduceManager(ClusterNameTestApp.ClusterNameMapReduce.class.getSimpleName()).start(args);
    key.set("mr.client.cluster.name");
    Tasks.waitFor(clusterName, readClusterName, 10, TimeUnit.SECONDS, 100, TimeUnit.MILLISECONDS);
    key.set("mapper.cluster.name");
    Tasks.waitFor(clusterName, readClusterName, 10, TimeUnit.SECONDS, 100, TimeUnit.MILLISECONDS);
    key.set("reducer.cluster.name");
    Tasks.waitFor(clusterName, readClusterName, 10, TimeUnit.SECONDS, 100, TimeUnit.MILLISECONDS);
    mrManager.waitForRun(ProgramRunStatus.COMPLETED, 60, TimeUnit.SECONDS);
    // Spark
    SparkManager sparkManager = appManager.getSparkManager(ClusterNameTestApp.ClusterNameSpark.class.getSimpleName()).start();
    key.set("spark.cluster.name");
    Tasks.waitFor(clusterName, readClusterName, 10, TimeUnit.SECONDS, 100, TimeUnit.MILLISECONDS);
    sparkManager.waitForRun(ProgramRunStatus.COMPLETED, 60, TimeUnit.SECONDS);
    // Workflow
    // Cleanup the output path for the MR job in the workflow first
    this.<FileSet>getDataset(ClusterNameTestApp.OUTPUT_FILE_SET).get().getLocation("output").delete(true);
    args = RuntimeArguments.addScope(Scope.MAPREDUCE, ClusterNameTestApp.ClusterNameMapReduce.class.getSimpleName(), args);
    WorkflowManager workflowManager = appManager.getWorkflowManager(ClusterNameTestApp.ClusterNameWorkflow.class.getSimpleName()).start(args);
    String prefix = ClusterNameTestApp.ClusterNameWorkflow.class.getSimpleName() + ".";
    key.set(prefix + "mr.client.cluster.name");
    Tasks.waitFor(clusterName, readClusterName, 10, TimeUnit.SECONDS, 100, TimeUnit.MILLISECONDS);
    key.set(prefix + "mapper.cluster.name");
    Tasks.waitFor(clusterName, readClusterName, 10, TimeUnit.SECONDS, 100, TimeUnit.MILLISECONDS);
    key.set(prefix + "reducer.cluster.name");
    Tasks.waitFor(clusterName, readClusterName, 10, TimeUnit.SECONDS, 100, TimeUnit.MILLISECONDS);
    key.set(prefix + "spark.cluster.name");
    Tasks.waitFor(clusterName, readClusterName, 10, TimeUnit.SECONDS, 100, TimeUnit.MILLISECONDS);
    key.set(prefix + "action.cluster.name");
    Tasks.waitFor(clusterName, readClusterName, 10, TimeUnit.SECONDS, 100, TimeUnit.MILLISECONDS);
    workflowManager.waitForRun(ProgramRunStatus.COMPLETED, 120, TimeUnit.SECONDS);
}

Example 9 with SparkManager

use of io.cdap.cdap.test.SparkManager in project cdap by caskdata.

the class TestFrameworkTestRun method testAppWithTxTimeout.

// CDAP-18061 opened for tacking fix of this flaky test case
@Ignore
@Category(SlowTests.class)
@Test
public void testAppWithTxTimeout() throws Exception {
    int txDefaulTimeoutService = 17;
    int txDefaulTimeoutWorker = 18;
    int txDefaulTimeoutWorkflow = 19;
    int txDefaulTimeoutAction = 20;
    int txDefaulTimeoutMapReduce = 23;
    int txDefaulTimeoutSpark = 24;
    final ApplicationManager appManager = deployApplication(testSpace, AppWithCustomTx.class);
    try {
        // attempt to start with a tx timeout that exceeds the max tx timeout
        appManager.getServiceManager(AppWithCustomTx.SERVICE).start(txTimeoutArguments(100000));
        // wait for the failed status of AppWithCustomTx.SERVICE to be persisted, so that it can be started again
        Tasks.waitFor(1, () -> appManager.getServiceManager(AppWithCustomTx.SERVICE).getHistory(ProgramRunStatus.FAILED).size(), 30L, TimeUnit.SECONDS, 1, TimeUnit.SECONDS);
        ServiceManager serviceManager = appManager.getServiceManager(AppWithCustomTx.SERVICE).start(txTimeoutArguments(txDefaulTimeoutService));
        WorkerManager notxWorkerManager = appManager.getWorkerManager(AppWithCustomTx.WORKER_NOTX).start(txTimeoutArguments(txDefaulTimeoutWorker));
        WorkerManager txWorkerManager = appManager.getWorkerManager(AppWithCustomTx.WORKER_TX).start(txTimeoutArguments(txDefaulTimeoutWorker));
        WorkflowManager txWFManager = appManager.getWorkflowManager(AppWithCustomTx.WORKFLOW_TX).start(txTimeoutArguments(txDefaulTimeoutWorkflow));
        WorkflowManager notxWFManager = appManager.getWorkflowManager(AppWithCustomTx.WORKFLOW_NOTX).start(txTimeoutArguments(txDefaulTimeoutWorkflow, txDefaulTimeoutAction, "action", AppWithCustomTx.ACTION_NOTX));
        MapReduceManager txMRManager = appManager.getMapReduceManager(AppWithCustomTx.MAPREDUCE_TX).start(txTimeoutArguments(txDefaulTimeoutMapReduce));
        MapReduceManager notxMRManager = appManager.getMapReduceManager(AppWithCustomTx.MAPREDUCE_NOTX).start(txTimeoutArguments(txDefaulTimeoutMapReduce));
        SparkManager txSparkManager = appManager.getSparkManager(AppWithCustomTx.SPARK_TX).start(txTimeoutArguments(txDefaulTimeoutSpark));
        SparkManager notxSparkManager = appManager.getSparkManager(AppWithCustomTx.SPARK_NOTX).start(txTimeoutArguments(txDefaulTimeoutSpark));
        serviceManager.waitForRun(ProgramRunStatus.RUNNING, 10, TimeUnit.SECONDS);
        callServicePut(serviceManager.getServiceURL(), "tx", "hello");
        callServicePut(serviceManager.getServiceURL(), "tx", AppWithCustomTx.FAIL_PRODUCER, 200);
        callServicePut(serviceManager.getServiceURL(), "tx", AppWithCustomTx.FAIL_CONSUMER, 500);
        callServicePut(serviceManager.getServiceURL(), "notx", "hello");
        callServicePut(serviceManager.getServiceURL(), "notx", AppWithCustomTx.FAIL_PRODUCER, 200);
        callServicePut(serviceManager.getServiceURL(), "notx", AppWithCustomTx.FAIL_CONSUMER, 500);
        serviceManager.stop();
        serviceManager.waitForRun(ProgramRunStatus.KILLED, 10, TimeUnit.SECONDS);
        txMRManager.waitForRun(ProgramRunStatus.FAILED, 10L, TimeUnit.SECONDS);
        notxMRManager.waitForRun(ProgramRunStatus.FAILED, 10L, TimeUnit.SECONDS);
        txSparkManager.waitForRun(ProgramRunStatus.COMPLETED, 10L, TimeUnit.SECONDS);
        notxSparkManager.waitForRun(ProgramRunStatus.COMPLETED, 10L, TimeUnit.SECONDS);
        notxWorkerManager.waitForRun(ProgramRunStatus.COMPLETED, 10L, TimeUnit.SECONDS);
        txWorkerManager.waitForRun(ProgramRunStatus.COMPLETED, 10L, TimeUnit.SECONDS);
        txWFManager.waitForRun(ProgramRunStatus.COMPLETED, 10L, TimeUnit.SECONDS);
        notxWFManager.waitForRun(ProgramRunStatus.COMPLETED, 10L, TimeUnit.SECONDS);
        DataSetManager<TransactionCapturingTable> dataset = getDataset(testSpace.dataset(AppWithCustomTx.CAPTURE));
        Table t = dataset.get().getTable();
        // all programs attempt to write to the table in different transactional contexts
        // - if it is outside a transaction, then the expected value is null
        // - if it is in an attempt of a nested transaction, then the expected value is null
        // - if it is in an implicit transaction, then the expected value is "default"
        // - if it is in an explicit transaction, then the expected value is the transaction timeout
        Object[][] writesToValidate = new Object[][] { // transactions attempted by the workers
        { AppWithCustomTx.WORKER_TX, AppWithCustomTx.INITIALIZE, txDefaulTimeoutWorker }, { AppWithCustomTx.WORKER_TX, AppWithCustomTx.INITIALIZE_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.WORKER_TX, AppWithCustomTx.DESTROY, txDefaulTimeoutWorker }, { AppWithCustomTx.WORKER_TX, AppWithCustomTx.DESTROY_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.WORKER_TX, AppWithCustomTx.RUNTIME, null }, { AppWithCustomTx.WORKER_TX, AppWithCustomTx.RUNTIME_TX_D, txDefaulTimeoutWorker }, { AppWithCustomTx.WORKER_TX, AppWithCustomTx.RUNTIME_TX, AppWithCustomTx.TIMEOUT_WORKER_RUNTIME }, { AppWithCustomTx.WORKER_TX, AppWithCustomTx.RUNTIME_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.WORKER_NOTX, AppWithCustomTx.INITIALIZE, null }, { AppWithCustomTx.WORKER_NOTX, AppWithCustomTx.INITIALIZE_TX, AppWithCustomTx.TIMEOUT_WORKER_INITIALIZE }, { AppWithCustomTx.WORKER_NOTX, AppWithCustomTx.INITIALIZE_TX_D, txDefaulTimeoutWorker }, { AppWithCustomTx.WORKER_NOTX, AppWithCustomTx.INITIALIZE_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.WORKER_NOTX, AppWithCustomTx.DESTROY, null }, { AppWithCustomTx.WORKER_NOTX, AppWithCustomTx.DESTROY_TX, AppWithCustomTx.TIMEOUT_WORKER_DESTROY }, { AppWithCustomTx.WORKER_NOTX, AppWithCustomTx.DESTROY_TX_D, txDefaulTimeoutWorker }, { AppWithCustomTx.WORKER_NOTX, AppWithCustomTx.DESTROY_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.WORKER_NOTX, AppWithCustomTx.RUNTIME, null }, { AppWithCustomTx.WORKER_NOTX, AppWithCustomTx.RUNTIME_TX, AppWithCustomTx.TIMEOUT_WORKER_RUNTIME }, { AppWithCustomTx.WORKER_NOTX, AppWithCustomTx.RUNTIME_TX_D, txDefaulTimeoutWorker }, { AppWithCustomTx.WORKER_NOTX, AppWithCustomTx.RUNTIME_NEST, AppWithCustomTx.FAILED }, // transactions attempted by the service
        { AppWithCustomTx.HANDLER_TX, AppWithCustomTx.INITIALIZE, txDefaulTimeoutService }, { AppWithCustomTx.HANDLER_TX, AppWithCustomTx.INITIALIZE_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.HANDLER_TX, AppWithCustomTx.DESTROY, txDefaulTimeoutService }, { AppWithCustomTx.HANDLER_TX, AppWithCustomTx.DESTROY_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.HANDLER_TX, AppWithCustomTx.RUNTIME, txDefaulTimeoutService }, { AppWithCustomTx.HANDLER_TX, AppWithCustomTx.RUNTIME_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.CONSUMER_TX, AppWithCustomTx.RUNTIME, null }, { AppWithCustomTx.CONSUMER_TX, AppWithCustomTx.RUNTIME_TX, AppWithCustomTx.TIMEOUT_CONSUMER_RUNTIME }, { AppWithCustomTx.CONSUMER_TX, AppWithCustomTx.RUNTIME_TX_D, txDefaulTimeoutService }, { AppWithCustomTx.CONSUMER_TX, AppWithCustomTx.RUNTIME_TX_T, AppWithCustomTx.TIMEOUT_CONSUMER_RUNTIME }, { AppWithCustomTx.CONSUMER_TX, AppWithCustomTx.RUNTIME_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.CONSUMER_TX, AppWithCustomTx.RUNTIME_NEST_T, AppWithCustomTx.FAILED }, { AppWithCustomTx.CONSUMER_TX, AppWithCustomTx.RUNTIME_NEST_CT, AppWithCustomTx.FAILED }, { AppWithCustomTx.CONSUMER_TX, AppWithCustomTx.RUNTIME_NEST_TC, AppWithCustomTx.FAILED }, { AppWithCustomTx.CONSUMER_TX, AppWithCustomTx.DESTROY, txDefaulTimeoutService }, { AppWithCustomTx.CONSUMER_TX, AppWithCustomTx.DESTROY_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.CONSUMER_TX, AppWithCustomTx.ONERROR, txDefaulTimeoutService }, { AppWithCustomTx.CONSUMER_TX, AppWithCustomTx.ONERROR_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.PRODUCER_TX, AppWithCustomTx.RUNTIME, null }, { AppWithCustomTx.PRODUCER_TX, AppWithCustomTx.RUNTIME_TX, AppWithCustomTx.TIMEOUT_PRODUCER_RUNTIME }, { AppWithCustomTx.PRODUCER_TX, AppWithCustomTx.RUNTIME_TX_D, txDefaulTimeoutService }, { AppWithCustomTx.PRODUCER_TX, AppWithCustomTx.RUNTIME_TX_T, AppWithCustomTx.TIMEOUT_PRODUCER_RUNTIME }, { AppWithCustomTx.PRODUCER_TX, AppWithCustomTx.RUNTIME_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.PRODUCER_TX, AppWithCustomTx.RUNTIME_NEST_T, AppWithCustomTx.FAILED }, { AppWithCustomTx.PRODUCER_TX, AppWithCustomTx.RUNTIME_NEST_CT, AppWithCustomTx.FAILED }, { AppWithCustomTx.PRODUCER_TX, AppWithCustomTx.RUNTIME_NEST_TC, AppWithCustomTx.FAILED }, // { AppWithCustomTx.PRODUCER_TX, AppWithCustomTx.DESTROY, txDefaulTimeoutService },
        { AppWithCustomTx.PRODUCER_TX, AppWithCustomTx.DESTROY_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.PRODUCER_TX, AppWithCustomTx.ONERROR, txDefaulTimeoutService }, { AppWithCustomTx.PRODUCER_TX, AppWithCustomTx.ONERROR_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.HANDLER_NOTX, AppWithCustomTx.INITIALIZE, null }, { AppWithCustomTx.HANDLER_NOTX, AppWithCustomTx.INITIALIZE_TX, AppWithCustomTx.TIMEOUT_HANDLER_INITIALIZE }, { AppWithCustomTx.HANDLER_NOTX, AppWithCustomTx.INITIALIZE_TX_D, txDefaulTimeoutService }, { AppWithCustomTx.HANDLER_NOTX, AppWithCustomTx.INITIALIZE_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.HANDLER_NOTX, AppWithCustomTx.DESTROY, null }, { AppWithCustomTx.HANDLER_NOTX, AppWithCustomTx.DESTROY_TX, AppWithCustomTx.TIMEOUT_HANDLER_DESTROY }, { AppWithCustomTx.HANDLER_NOTX, AppWithCustomTx.DESTROY_TX_D, txDefaulTimeoutService }, { AppWithCustomTx.HANDLER_NOTX, AppWithCustomTx.DESTROY_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.HANDLER_NOTX, AppWithCustomTx.RUNTIME, null }, { AppWithCustomTx.HANDLER_NOTX, AppWithCustomTx.RUNTIME_TX, AppWithCustomTx.TIMEOUT_HANDLER_RUNTIME }, { AppWithCustomTx.HANDLER_NOTX, AppWithCustomTx.RUNTIME_TX_D, txDefaulTimeoutService }, { AppWithCustomTx.HANDLER_NOTX, AppWithCustomTx.RUNTIME_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.CONSUMER_NOTX, AppWithCustomTx.RUNTIME, null }, { AppWithCustomTx.CONSUMER_NOTX, AppWithCustomTx.RUNTIME_TX, AppWithCustomTx.TIMEOUT_CONSUMER_RUNTIME }, { AppWithCustomTx.CONSUMER_NOTX, AppWithCustomTx.RUNTIME_TX_D, txDefaulTimeoutService }, { AppWithCustomTx.CONSUMER_NOTX, AppWithCustomTx.RUNTIME_TX_T, AppWithCustomTx.TIMEOUT_CONSUMER_RUNTIME }, { AppWithCustomTx.CONSUMER_NOTX, AppWithCustomTx.RUNTIME_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.CONSUMER_NOTX, AppWithCustomTx.RUNTIME_NEST_T, AppWithCustomTx.FAILED }, { AppWithCustomTx.CONSUMER_NOTX, AppWithCustomTx.RUNTIME_NEST_CT, AppWithCustomTx.FAILED }, { AppWithCustomTx.CONSUMER_NOTX, AppWithCustomTx.RUNTIME_NEST_TC, AppWithCustomTx.FAILED }, { AppWithCustomTx.CONSUMER_NOTX, AppWithCustomTx.DESTROY, null }, { AppWithCustomTx.CONSUMER_NOTX, AppWithCustomTx.DESTROY_TX, AppWithCustomTx.TIMEOUT_CONSUMER_DESTROY }, { AppWithCustomTx.CONSUMER_NOTX, AppWithCustomTx.DESTROY_TX_D, txDefaulTimeoutService }, { AppWithCustomTx.CONSUMER_NOTX, AppWithCustomTx.DESTROY_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.CONSUMER_NOTX, AppWithCustomTx.ONERROR, null }, { AppWithCustomTx.CONSUMER_NOTX, AppWithCustomTx.ONERROR_TX, AppWithCustomTx.TIMEOUT_CONSUMER_ERROR }, { AppWithCustomTx.CONSUMER_NOTX, AppWithCustomTx.ONERROR_TX_D, txDefaulTimeoutService }, { AppWithCustomTx.CONSUMER_NOTX, AppWithCustomTx.ONERROR_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.PRODUCER_NOTX, AppWithCustomTx.RUNTIME, null }, { AppWithCustomTx.PRODUCER_NOTX, AppWithCustomTx.RUNTIME_TX, AppWithCustomTx.TIMEOUT_PRODUCER_RUNTIME }, { AppWithCustomTx.PRODUCER_NOTX, AppWithCustomTx.RUNTIME_TX_D, txDefaulTimeoutService }, { AppWithCustomTx.PRODUCER_NOTX, AppWithCustomTx.RUNTIME_TX_T, AppWithCustomTx.TIMEOUT_PRODUCER_RUNTIME }, { AppWithCustomTx.PRODUCER_NOTX, AppWithCustomTx.RUNTIME_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.PRODUCER_NOTX, AppWithCustomTx.RUNTIME_NEST_T, AppWithCustomTx.FAILED }, { AppWithCustomTx.PRODUCER_NOTX, AppWithCustomTx.RUNTIME_NEST_CT, AppWithCustomTx.FAILED }, { AppWithCustomTx.PRODUCER_NOTX, AppWithCustomTx.RUNTIME_NEST_TC, AppWithCustomTx.FAILED }, { AppWithCustomTx.PRODUCER_NOTX, AppWithCustomTx.DESTROY, null }, { AppWithCustomTx.PRODUCER_NOTX, AppWithCustomTx.DESTROY_TX, AppWithCustomTx.TIMEOUT_PRODUCER_DESTROY }, { AppWithCustomTx.PRODUCER_NOTX, AppWithCustomTx.DESTROY_TX_D, txDefaulTimeoutService }, { AppWithCustomTx.PRODUCER_NOTX, AppWithCustomTx.DESTROY_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.PRODUCER_NOTX, AppWithCustomTx.ONERROR, null }, { AppWithCustomTx.PRODUCER_NOTX, AppWithCustomTx.ONERROR_TX, AppWithCustomTx.TIMEOUT_PRODUCER_ERROR }, { AppWithCustomTx.PRODUCER_NOTX, AppWithCustomTx.ONERROR_TX_D, txDefaulTimeoutService }, { AppWithCustomTx.PRODUCER_NOTX, AppWithCustomTx.ONERROR_NEST, AppWithCustomTx.FAILED }, // transactions attempted by the workflows
        { AppWithCustomTx.WORKFLOW_TX, AppWithCustomTx.INITIALIZE, txDefaulTimeoutWorkflow }, { AppWithCustomTx.WORKFLOW_TX, AppWithCustomTx.INITIALIZE_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.WORKFLOW_TX, AppWithCustomTx.DESTROY, txDefaulTimeoutWorkflow }, { AppWithCustomTx.WORKFLOW_TX, AppWithCustomTx.DESTROY_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.ACTION_TX, AppWithCustomTx.INITIALIZE, txDefaulTimeoutWorkflow }, { AppWithCustomTx.ACTION_TX, AppWithCustomTx.INITIALIZE_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.ACTION_TX, AppWithCustomTx.RUNTIME, null }, { AppWithCustomTx.ACTION_TX, AppWithCustomTx.RUNTIME_TX, AppWithCustomTx.TIMEOUT_ACTION_RUNTIME }, { AppWithCustomTx.ACTION_TX, AppWithCustomTx.RUNTIME_TX_D, txDefaulTimeoutWorkflow }, { AppWithCustomTx.ACTION_TX, AppWithCustomTx.RUNTIME_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.ACTION_TX, AppWithCustomTx.DESTROY, txDefaulTimeoutWorkflow }, { AppWithCustomTx.ACTION_TX, AppWithCustomTx.DESTROY_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.WORKFLOW_NOTX, AppWithCustomTx.INITIALIZE, null }, { AppWithCustomTx.WORKFLOW_NOTX, AppWithCustomTx.INITIALIZE_TX, AppWithCustomTx.TIMEOUT_WORKFLOW_INITIALIZE }, { AppWithCustomTx.WORKFLOW_NOTX, AppWithCustomTx.INITIALIZE_TX_D, txDefaulTimeoutWorkflow }, { AppWithCustomTx.WORKFLOW_NOTX, AppWithCustomTx.INITIALIZE_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.WORKFLOW_NOTX, AppWithCustomTx.DESTROY, null }, { AppWithCustomTx.WORKFLOW_NOTX, AppWithCustomTx.DESTROY_TX, AppWithCustomTx.TIMEOUT_WORKFLOW_DESTROY }, { AppWithCustomTx.WORKFLOW_NOTX, AppWithCustomTx.DESTROY_TX_D, txDefaulTimeoutWorkflow }, { AppWithCustomTx.WORKFLOW_NOTX, AppWithCustomTx.DESTROY_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.ACTION_NOTX, AppWithCustomTx.INITIALIZE, null }, { AppWithCustomTx.ACTION_NOTX, AppWithCustomTx.INITIALIZE_TX, AppWithCustomTx.TIMEOUT_ACTION_INITIALIZE }, { AppWithCustomTx.ACTION_NOTX, AppWithCustomTx.INITIALIZE_TX_D, txDefaulTimeoutAction }, { AppWithCustomTx.ACTION_NOTX, AppWithCustomTx.INITIALIZE_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.ACTION_NOTX, AppWithCustomTx.RUNTIME, null }, { AppWithCustomTx.ACTION_NOTX, AppWithCustomTx.RUNTIME_TX, AppWithCustomTx.TIMEOUT_ACTION_RUNTIME }, { AppWithCustomTx.ACTION_NOTX, AppWithCustomTx.RUNTIME_TX_D, txDefaulTimeoutAction }, { AppWithCustomTx.ACTION_NOTX, AppWithCustomTx.RUNTIME_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.ACTION_NOTX, AppWithCustomTx.DESTROY, null }, { AppWithCustomTx.ACTION_NOTX, AppWithCustomTx.DESTROY_TX, AppWithCustomTx.TIMEOUT_ACTION_DESTROY }, { AppWithCustomTx.ACTION_NOTX, AppWithCustomTx.DESTROY_TX_D, txDefaulTimeoutAction }, { AppWithCustomTx.ACTION_NOTX, AppWithCustomTx.DESTROY_NEST, AppWithCustomTx.FAILED }, // transactions attempted by the mapreduce's
        { AppWithCustomTx.MAPREDUCE_TX, AppWithCustomTx.INITIALIZE, txDefaulTimeoutMapReduce }, { AppWithCustomTx.MAPREDUCE_TX, AppWithCustomTx.INITIALIZE_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.MAPREDUCE_TX, AppWithCustomTx.DESTROY, txDefaulTimeoutMapReduce }, { AppWithCustomTx.MAPREDUCE_TX, AppWithCustomTx.DESTROY_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.MAPREDUCE_NOTX, AppWithCustomTx.INITIALIZE, null }, { AppWithCustomTx.MAPREDUCE_NOTX, AppWithCustomTx.INITIALIZE_TX, AppWithCustomTx.TIMEOUT_MAPREDUCE_INITIALIZE }, { AppWithCustomTx.MAPREDUCE_NOTX, AppWithCustomTx.INITIALIZE_TX_D, txDefaulTimeoutMapReduce }, { AppWithCustomTx.MAPREDUCE_NOTX, AppWithCustomTx.INITIALIZE_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.MAPREDUCE_NOTX, AppWithCustomTx.DESTROY, null }, { AppWithCustomTx.MAPREDUCE_NOTX, AppWithCustomTx.DESTROY_TX, AppWithCustomTx.TIMEOUT_MAPREDUCE_DESTROY }, { AppWithCustomTx.MAPREDUCE_NOTX, AppWithCustomTx.DESTROY_TX_D, txDefaulTimeoutMapReduce }, { AppWithCustomTx.MAPREDUCE_NOTX, AppWithCustomTx.DESTROY_NEST, AppWithCustomTx.FAILED }, // transactions attempted by the spark's
        { AppWithCustomTx.SPARK_TX, AppWithCustomTx.INITIALIZE, txDefaulTimeoutSpark }, { AppWithCustomTx.SPARK_TX, AppWithCustomTx.INITIALIZE_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.SPARK_TX, AppWithCustomTx.DESTROY, txDefaulTimeoutSpark }, { AppWithCustomTx.SPARK_TX, AppWithCustomTx.DESTROY_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.SPARK_NOTX, AppWithCustomTx.INITIALIZE, null }, { AppWithCustomTx.SPARK_NOTX, AppWithCustomTx.INITIALIZE_TX, AppWithCustomTx.TIMEOUT_SPARK_INITIALIZE }, { AppWithCustomTx.SPARK_NOTX, AppWithCustomTx.INITIALIZE_TX_D, txDefaulTimeoutSpark }, { AppWithCustomTx.SPARK_NOTX, AppWithCustomTx.INITIALIZE_NEST, AppWithCustomTx.FAILED }, { AppWithCustomTx.SPARK_NOTX, AppWithCustomTx.DESTROY, null }, { AppWithCustomTx.SPARK_NOTX, AppWithCustomTx.DESTROY_TX, AppWithCustomTx.TIMEOUT_SPARK_DESTROY }, { AppWithCustomTx.SPARK_NOTX, AppWithCustomTx.DESTROY_TX_D, txDefaulTimeoutSpark }, { AppWithCustomTx.SPARK_NOTX, AppWithCustomTx.DESTROY_NEST, AppWithCustomTx.FAILED } };
        for (Object[] writeToValidate : writesToValidate) {
            String row = (String) writeToValidate[0];
            String column = (String) writeToValidate[1];
            String expectedValue = writeToValidate[2] == null ? null : String.valueOf(writeToValidate[2]);
            Tasks.waitFor(expectedValue, () -> t.get(new Get(row, column)).getString(column), 30L, TimeUnit.SECONDS, 1, TimeUnit.SECONDS, String.format("Error getting value for %s.%s. Expected: %s, Got: %s", row, column, expectedValue, t.get(new Get(row, column)).getString(column)));
        }
    } finally {
        appManager.stopAll();
    }
}

Example 10 with SparkManager

use of io.cdap.cdap.test.SparkManager in project cdap by caskdata.

the class SparkStreamingTestRun method test.

@Test
public void test() throws Exception {
    File checkpointDir = TEMP_FOLDER.newFolder();
    KafkaPublisher publisher = KAFKA_TESTER.getKafkaClient().getPublisher(KafkaPublisher.Ack.LEADER_RECEIVED, Compression.NONE);
    ApplicationManager appManager = deployApplication(TestSparkApp.class);
    Map<String, String> args = ImmutableMap.of("checkpoint.path", checkpointDir.getAbsolutePath(), "kafka.brokers", KAFKA_TESTER.getBrokerService().getBrokerList(), "kafka.topics", "testtopic", "result.dataset", "TimeSeriesResult");
    SparkManager manager = appManager.getSparkManager(KafkaSparkStreaming.class.getSimpleName());
    manager.start(args);
    // Send 100 messages over 5 seconds
    for (int i = 0; i < 100; i++) {
        publisher.prepare("testtopic").add(Charsets.UTF_8.encode("Message " + i), "1").send();
        TimeUnit.MILLISECONDS.sleep(50);
    }
    // Sum up everything from the TimeSeriesTable. The "Message" should have count 100, while each number (0-99) should
    // have count of 1
    final DataSetManager<TimeseriesTable> tsTableManager = getDataset("TimeSeriesResult");
    final TimeseriesTable tsTable = tsTableManager.get();
    Tasks.waitFor(100L, new Callable<Long>() {

        @Override
        public Long call() throws Exception {
            tsTableManager.flush();
            return getCounts("Message", tsTable);
        }
    }, 1, TimeUnit.MINUTES, 1, TimeUnit.SECONDS);
    for (int i = 0; i < 100; i++) {
        final int finalI = i;
        Tasks.waitFor(1L, new Callable<Long>() {

            @Override
            public Long call() throws Exception {
                tsTableManager.flush();
                return getCounts(Integer.toString(finalI), tsTable);
            }
        }, 1, TimeUnit.MINUTES, 1, TimeUnit.SECONDS);
    }
    manager.stop();
    manager.waitForRun(ProgramRunStatus.KILLED, 60, TimeUnit.SECONDS);
    // Send 100 more messages without pause
    for (int i = 100; i < 200; i++) {
        publisher.prepare("testtopic").add(Charsets.UTF_8.encode("Message " + i), "1").send();
    }
    // Start the streaming app again. It should resume from where it left off because of checkpoint
    manager.start(args);
    // Expects "Message" having count = 200.
    Tasks.waitFor(100L, new Callable<Long>() {

        @Override
        public Long call() throws Exception {
            tsTableManager.flush();
            return getCounts("Message", tsTable);
        }
    }, 1, TimeUnit.MINUTES, 1, TimeUnit.SECONDS);
    // Expects each number (0-199) have count of 1
    for (int i = 0; i < 200; i++) {
        final int finalI = i;
        Tasks.waitFor(1L, new Callable<Long>() {

            @Override
            public Long call() throws Exception {
                tsTableManager.flush();
                return getCounts(Integer.toString(finalI), tsTable);
            }
        }, 1, TimeUnit.MINUTES, 1, TimeUnit.SECONDS);
    }
    manager.stop();
    manager.waitForRuns(ProgramRunStatus.KILLED, 2, 60, TimeUnit.SECONDS);
}