Examples with SparkManager co.cask.cdap.test.SparkManager used on opensource projects

Example 16 with SparkManager

use of co.cask.cdap.test.SparkManager in project cdap by caskdata.

the class SparkStreamIntegrationTestRun method testSparkWithStream.

@Test
public void testSparkWithStream() throws Exception {
    ApplicationManager applicationManager = deployApplication(TestSparkStreamIntegrationApp.class);
    StreamManager streamManager = getStreamManager("testStream");
    for (int i = 0; i < 50; i++) {
        streamManager.send(String.valueOf(i));
    }
    SparkManager sparkManager = applicationManager.getSparkManager("SparkStreamProgram").start();
    sparkManager.waitForRun(ProgramRunStatus.COMPLETED, 120, TimeUnit.SECONDS);
    // The Spark job simply turns every stream event body into key/value pairs, with key==value.
    DataSetManager<KeyValueTable> datasetManager = getDataset("result");
    verifyDatasetResult(datasetManager);
}

Example 17 with SparkManager

use of co.cask.cdap.test.SparkManager in project cdap by caskdata.

the class Spark2Test method testScalaSparkWithObjectStore.

@Test
public void testScalaSparkWithObjectStore() throws Exception {
    ApplicationManager applicationManager = deploy(NamespaceId.DEFAULT, SparkAppUsingObjectStore.class);
    DataSetManager<ObjectStore<String>> keysManager = getDataset("keys");
    prepareInputData(keysManager);
    SparkManager sparkManager = applicationManager.getSparkManager(ScalaCharCountProgram.class.getSimpleName()).start();
    sparkManager.waitForRun(ProgramRunStatus.COMPLETED, 1, TimeUnit.MINUTES);
    DataSetManager<KeyValueTable> countManager = getDataset("count");
    checkOutputData(countManager);
}

Example 18 with SparkManager

use of co.cask.cdap.test.SparkManager in project cdap by caskdata.

the class DecisionTreeRegressionAppTest method test.

@Test
public void test() throws Exception {
    // Deploy the Application
    ApplicationManager appManager = deployApplication(DecisionTreeRegressionApp.class);
    // Start the Service
    ServiceManager serviceManager = appManager.getServiceManager(ModelDataService.SERVICE_NAME).start();
    serviceManager.waitForStatus(true, 30, 1);
    URL serviceURL = serviceManager.getServiceURL(15, TimeUnit.SECONDS);
    URL addDataURL = new URL(serviceURL, "labels");
    HttpRequest request = HttpRequest.builder(HttpMethod.PUT, addDataURL).withBody(new InputSupplier<InputStream>() {

        @Override
        public InputStream getInput() throws IOException {
            return getClass().getClassLoader().getResourceAsStream("sample_libsvm_data.txt");
        }
    }).build();
    HttpResponse response = HttpRequests.execute(request);
    Assert.assertEquals(200, response.getResponseCode());
    // Start a Spark Program
    SparkManager sparkManager = appManager.getSparkManager(ModelTrainer.NAME).start();
    sparkManager.waitForRun(ProgramRunStatus.COMPLETED, 60, TimeUnit.SECONDS);
    // Check that there is a new model
    URL listModelsURL = new URL(serviceURL, "models");
    request = HttpRequest.builder(HttpMethod.GET, listModelsURL).build();
    response = HttpRequests.execute(request);
    Assert.assertEquals(200, response.getResponseCode());
    List<String> models = GSON.fromJson(response.getResponseBodyAsString(), new TypeToken<List<String>>() {
    }.getType());
    Assert.assertEquals(1, models.size());
    // Check that there is some model metadata
    String modelId = models.get(0);
    URL modelMetaURL = new URL(serviceURL, "models/" + modelId);
    request = HttpRequest.builder(HttpMethod.GET, modelMetaURL).build();
    response = HttpRequests.execute(request);
    Assert.assertEquals(200, response.getResponseCode());
    ModelMeta meta = GSON.fromJson(response.getResponseBodyAsString(), ModelMeta.class);
    Assert.assertNotNull(meta);
    Assert.assertEquals(0.7, meta.getTrainingPercentage(), 0.000001);
    Assert.assertEquals(692, meta.getNumFeatures());
    // Check that the corresponding model file exists
    DataSetManager<FileSet> modelFiles = getDataset(DecisionTreeRegressionApp.MODEL_DATASET);
    Assert.assertTrue(modelFiles.get().getBaseLocation().append(modelId).exists());
}

Example 19 with SparkManager

use of co.cask.cdap.test.SparkManager in project cdap by caskdata.

the class LogAnalysisAppTest method test.

@Test
public void test() throws Exception {
    // Deploy the App
    ApplicationManager appManager = deployApplication(LogAnalysisApp.class);
    // Send a stream events to the Stream
    StreamManager streamManager = getStreamManager(LogAnalysisApp.LOG_STREAM);
    streamManager.send(LOG_1);
    streamManager.send(LOG_2);
    streamManager.send(LOG_3);
    // run the spark program
    SparkManager sparkManager = appManager.getSparkManager(LogAnalysisApp.ResponseCounterSpark.class.getSimpleName()).start();
    sparkManager.waitForRun(ProgramRunStatus.COMPLETED, 60, TimeUnit.SECONDS);
    // run the mapreduce job
    MapReduceManager mapReduceManager = appManager.getMapReduceManager(HitCounterProgram.class.getSimpleName()).start();
    mapReduceManager.waitForRun(ProgramRunStatus.COMPLETED, 3, TimeUnit.MINUTES);
    // start and wait for services
    ServiceManager hitCounterServiceManager = getServiceManager(appManager, LogAnalysisApp.HIT_COUNTER_SERVICE);
    ServiceManager responseCounterServiceManager = getServiceManager(appManager, LogAnalysisApp.RESPONSE_COUNTER_SERVICE);
    ServiceManager requestCounterServiceManager = getServiceManager(appManager, LogAnalysisApp.REQUEST_COUNTER_SERVICE);
    // Query for hit counts and verify it
    URL totalHitsURL = new URL(hitCounterServiceManager.getServiceURL(15, TimeUnit.SECONDS), LogAnalysisApp.HitCounterServiceHandler.HIT_COUNTER_SERVICE_PATH);
    HttpResponse response = HttpRequests.execute(HttpRequest.post(totalHitsURL).withBody("{\"url\":\"" + "/home.html" + "\"}").build());
    Assert.assertEquals(HttpURLConnection.HTTP_OK, response.getResponseCode());
    Assert.assertEquals(TOTAL_HITS_VALUE, response.getResponseBodyAsString());
    // query for total responses for a response code and verify it
    URL responseCodeURL = new URL(responseCounterServiceManager.getServiceURL(15, TimeUnit.SECONDS), LogAnalysisApp.ResponseCounterHandler.RESPONSE_COUNT_PATH + "/" + RESPONSE_CODE);
    HttpRequest request = HttpRequest.get(responseCodeURL).build();
    response = HttpRequests.execute(request);
    Assert.assertEquals(TOTAL_RESPONSE_VALUE, response.getResponseBodyAsString());
    // query to get partitions in the request count tpfs
    URL requestCountFilsetsURL = new URL(requestCounterServiceManager.getServiceURL(15, TimeUnit.SECONDS), LogAnalysisApp.RequestCounterHandler.REQUEST_COUNTER_PARTITIONS_PATH);
    request = HttpRequest.get(requestCountFilsetsURL).build();
    response = HttpRequests.execute(request);
    TreeSet<String> partitions = GSON.fromJson(response.getResponseBodyAsString(), new TypeToken<TreeSet<String>>() {
    }.getType());
    Assert.assertEquals(1, partitions.size());
    String partition = partitions.iterator().next();
    // Query for the contents of the files in this partition and verify
    URL requestFilesetContentURL = new URL(requestCounterServiceManager.getServiceURL(15, TimeUnit.SECONDS), LogAnalysisApp.RequestCounterHandler.REQUEST_FILE_CONTENT_PATH);
    response = HttpRequests.execute(HttpRequest.post(requestFilesetContentURL).withBody("{\"" + LogAnalysisApp.RequestCounterHandler.REQUEST_FILE_PATH_HANDLER_KEY + "\":\"" + partition + "\"}").build());
    Assert.assertEquals(HttpURLConnection.HTTP_OK, response.getResponseCode());
    Map<String, Integer> responseMap = GSON.fromJson(response.getResponseBodyAsString(), new TypeToken<Map<String, Integer>>() {
    }.getType());
    Assert.assertTrue(responseMap.equals(TPFS_RESULT));
}

Example 20 with SparkManager

use of co.cask.cdap.test.SparkManager in project cdap by caskdata.

the class SparkPageRankAppTest method test.

@Test
public void test() throws Exception {
    // Deploy the SparkPageRankApp
    ApplicationManager appManager = deployApplication(SparkPageRankApp.class);
    // Send a stream events to the Stream
    StreamManager streamManager = getStreamManager(SparkPageRankApp.BACKLINK_URL_STREAM);
    streamManager.send(Joiner.on(" ").join(URL_1, URL_2));
    streamManager.send(Joiner.on(" ").join(URL_1, URL_3));
    streamManager.send(Joiner.on(" ").join(URL_2, URL_1));
    streamManager.send(Joiner.on(" ").join(URL_3, URL_1));
    // Start service
    ServiceManager serviceManager = appManager.getServiceManager(SparkPageRankApp.SERVICE_HANDLERS).start();
    // Wait for service to start since the Spark program needs it
    serviceManager.waitForStatus(true);
    // Start the SparkPageRankProgram
    SparkManager sparkManager = appManager.getSparkManager(SparkPageRankApp.PageRankSpark.class.getSimpleName()).start();
    sparkManager.waitForRun(ProgramRunStatus.COMPLETED, 60, TimeUnit.SECONDS);
    // Run RanksCounter which will count the number of pages for a pr
    MapReduceManager mapReduceManager = appManager.getMapReduceManager(SparkPageRankApp.RanksCounter.class.getSimpleName()).start();
    mapReduceManager.waitForRun(ProgramRunStatus.COMPLETED, 3, TimeUnit.MINUTES);
    // Query for rank
    URL url = new URL(serviceManager.getServiceURL(15, TimeUnit.SECONDS), SparkPageRankApp.SparkPageRankServiceHandler.RANKS_PATH);
    HttpRequest request = HttpRequest.post(url).withBody(("{\"" + SparkPageRankApp.SparkPageRankServiceHandler.URL_KEY + "\":\"" + URL_1 + "\"}")).build();
    HttpResponse response = HttpRequests.execute(request);
    Assert.assertEquals(HttpURLConnection.HTTP_OK, response.getResponseCode());
    Assert.assertEquals(RANK, response.getResponseBodyAsString());
    // Request total pages for a page rank and verify it
    url = new URL(serviceManager.getServiceURL(15, TimeUnit.SECONDS), SparkPageRankApp.SparkPageRankServiceHandler.TOTAL_PAGES_PATH + "/" + RANK);
    response = HttpRequests.execute(HttpRequest.get(url).build());
    Assert.assertEquals(TOTAL_PAGES, response.getResponseBodyAsString());
}