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TruckingRefAdvancedAppTest.java
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TruckingRefAdvancedAppTest.java
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package hortonworks.hdf.sam.refapp.trucking.app;
import static org.hamcrest.core.Is.is;
import static org.junit.Assert.assertNotNull;
import static org.junit.Assert.assertNull;
import static org.junit.Assert.assertThat;
import hortonworks.hdf.sam.refapp.trucking.PropertiesConstants;
import hortonworks.hdf.sam.refapp.trucking.BaseTest;
import hortonworks.hdf.sam.sdk.app.manager.SAMAppManagerImpl;
import hortonworks.hdf.sam.sdk.environment.manager.SAMEnvironmentManagerImpl;
import hortonworks.hdf.sam.sdk.servicepool.manager.SAMServicePoolManagerImpl;
import hortonworks.hdf.sam.sdk.testcases.manager.SAMTestCaseManagerImpl;
import hortonworks.hdf.sam.sdk.testcases.model.SamTestComponent;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import org.junit.AfterClass;
import org.junit.BeforeClass;
import org.junit.Test;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.core.io.ClassPathResource;
import org.springframework.core.io.Resource;
/**
* Tests the SAM App called: "streaming-ref-app" found here: /sam-ref-app/trucking-app/artificacts
* @author gvetticaden
*
*/
public class TruckingRefAdvancedAppTest extends BaseTest{
private static final String SAM_APP_NAME = "streaming-ref-advacned-app-junit";
private static Logger LOG = LoggerFactory.getLogger(TruckingRefAdvancedAppTest.class);
static {
loadAppPropertiesFile("/app-properties/junit-trucking-ref-app-advanced.properties");
String samRestUrl = appProperties.getProperty(PropertiesConstants.SAM_REST_URL);
samAppManager = new SAMAppManagerImpl(samRestUrl);
samTestCaseManager = new SAMTestCaseManagerImpl(samRestUrl);
samServicePoolManager = new SAMServicePoolManagerImpl(samRestUrl);
samEnvironmentManager = new SAMEnvironmentManagerImpl(samRestUrl);
}
/**
* For each test does the following:
* 1. Import the SAM App you want to test
* 2. Create the TEst Case
*/
@BeforeClass
public static void setup() {
LOG.info("Setup for Test Started");
LOG.info("Creating SAM ServicePools");
createServicePools();
LOG.info("Creating SAM Environments");
createEnv();
LOG.info("Importing App["+SAM_APP_NAME + "]");
Resource appResource = new ClassPathResource(PropertiesConstants.SAM_REF_APP_ADVANCE_FILE_LOCATION);
importSAMApp(SAM_APP_NAME, appResource);
LOG.info("Setup for Test Completed");
}
@AfterClass
public static void tearDown() {
LOG.info("Teardown for Test Started");
LOG.info("Deleting SAM App[" + SAM_APP_NAME + "]");
deleteSAMApp(SAM_APP_NAME);
LOG.info("Deleting SAM Envs");
deleteEnv();
LOG.info("Deleting SAM Service Pools");
deleteServicePools();
LOG.info("Teardown for Test Completed");
}
@Test
public void testNormalEventNoViolationPrediction() throws Exception {
String testName = PropertiesConstants.TEST_1_NORMAL_EVENT_NO_PREDICTION_TEST_CASE;
createTestCase(SAM_APP_NAME ,testName, PropertiesConstants.TEST_1_GEO_STREAM_TEST_DATA, PropertiesConstants.TEST_1_SPEED_STREAM_TEST_DATA);
Integer testTimeOutInSeconds = 200;
Map<String, List<SamTestComponent>> testCaseExecutionResults = samTestCaseManager.runTestCase(SAM_APP_NAME, testName, testTimeOutInSeconds);
LOG.info(testCaseExecutionResults.toString());
/* Validate the fields from the two streams were joined */
assertThat(testCaseExecutionResults.get("JOIN").size(), is(1));
SamTestComponent joinComponentResult = testCaseExecutionResults.get("JOIN").get(0);
assertNotNull(joinComponentResult);
Map<String, String> joinFieldAndValues = joinComponentResult.getFieldsAndValues();
String speedString = joinFieldAndValues.get("speed");
assertNotNull(speedString);
Long speedLong = Long.valueOf(speedString);
assertThat(speedLong, is(58L));
String latitudeString = joinFieldAndValues.get("latitude");
assertNotNull(latitudeString);
Double latDouble = Double.valueOf(latitudeString);
assertThat(latDouble, is(40.7));
//Validate the non-violation event goes to the split component and the split fields are correct (week, splitJoinValue)
String expectedSplitJoinValue = "1506437684451";
assertNotNull(testCaseExecutionResults.get("Split"));
assertThat(testCaseExecutionResults.get("Split").size(), is(1));
SamTestComponent splitComponent = testCaseExecutionResults.get("Split").get(0);
Map<String, String> splitComponentFieldAndValues = splitComponent.getFieldsAndValues();
assertThat(splitComponentFieldAndValues.get("splitJoinValue"), is(expectedSplitJoinValue));
assertThat(splitComponentFieldAndValues.get("week"), is("39"));
//Validate the HR Enrichment values
assertNotNull(testCaseExecutionResults.get("ENRICH-HR"));
assertThat(testCaseExecutionResults.get("ENRICH-HR").size(), is(1));
SamTestComponent HREnrichComponent = testCaseExecutionResults.get("ENRICH-HR").get(0);
Map<String, String> hrEnrichmentComponentFieldAndValues = HREnrichComponent.getFieldsAndValues();
String driverCert = "Y";
String driverWagePlan = "hours";
assertThat(hrEnrichmentComponentFieldAndValues.get("driverCertification"), is(driverCert));
assertThat(hrEnrichmentComponentFieldAndValues.get("driverWagePlan"), is(driverWagePlan));
//Validate the Timesheet Enrichment values
assertNotNull(testCaseExecutionResults.get("ENRICH-Timesheet"));
assertThat(testCaseExecutionResults.get("ENRICH-Timesheet").size(), is(1));
SamTestComponent timeSheetEnrichComponent = testCaseExecutionResults.get("ENRICH-Timesheet").get(0);
Map<String, String>timeSheetrEnrichmentComponentFieldAndValues = timeSheetEnrichComponent.getFieldsAndValues();
String driverFatigueByHours = "48";
String driverFatigueByMiles = "2796";
assertThat(timeSheetrEnrichmentComponentFieldAndValues.get("driverFatigueByHours"), is(driverFatigueByHours));
assertThat(timeSheetrEnrichmentComponentFieldAndValues.get("driverFatigueByMiles"), is(driverFatigueByMiles));
//Validate the Weather Enrichment values
assertNotNull(testCaseExecutionResults.get("ENRICH-WEATHER"));
assertThat(testCaseExecutionResults.get("ENRICH-WEATHER").size(), is(1));
SamTestComponent weatherEnrichComponent = testCaseExecutionResults.get("ENRICH-WEATHER").get(0);
Map<String, String>weatherEnrichmentComponentFieldAndValues = weatherEnrichComponent.getFieldsAndValues();
assertNotNull(weatherEnrichmentComponentFieldAndValues.get("Model_Feature_FoggyWeather"));
assertNotNull(weatherEnrichmentComponentFieldAndValues.get("Model_Feature_RainyWeather"));
assertNotNull(weatherEnrichmentComponentFieldAndValues.get("Model_Feature_WindyWeather"));
//Validate the joins of the three enrichments
assertNotNull(testCaseExecutionResults.get("JOIN-ENRICHMENTS"));
assertThat(testCaseExecutionResults.get("JOIN-ENRICHMENTS").size(), is(1));
SamTestComponent joinEnrichComponent = testCaseExecutionResults.get("JOIN-ENRICHMENTS").get(0);
Map<String, String>joinEnrichmentComponentFieldAndValues = joinEnrichComponent.getFieldsAndValues();
assertThat(joinEnrichmentComponentFieldAndValues.get("splitJoinValue"), is(expectedSplitJoinValue));
assertThat(joinEnrichmentComponentFieldAndValues.get("driverCertification"), is(driverCert));
assertThat(joinEnrichmentComponentFieldAndValues.get("driverWagePlan"), is(driverWagePlan));
assertThat(joinEnrichmentComponentFieldAndValues.get("driverFatigueByHours"), is(driverFatigueByHours));
assertThat(joinEnrichmentComponentFieldAndValues.get("driverFatigueByMiles"), is(driverFatigueByMiles));
assertNotNull(joinEnrichmentComponentFieldAndValues.get("Model_Feature_FoggyWeather"));
assertNotNull(joinEnrichmentComponentFieldAndValues.get("Model_Feature_RainyWeather"));
assertNotNull(joinEnrichmentComponentFieldAndValues.get("Model_Feature_WindyWeather"));
//Validate the the Normalized values
assertNotNull(testCaseExecutionResults.get("NORMALIZE-MODEL-FEATURES"));
assertThat(testCaseExecutionResults.get("NORMALIZE-MODEL-FEATURES").size(), is(1));
SamTestComponent normalizeModelComponent = testCaseExecutionResults.get("NORMALIZE-MODEL-FEATURES").get(0);
Map<String, String>normlaizeModelComponentFieldAndValues = normalizeModelComponent.getFieldsAndValues();
String driverCertNormalized = "1";
String driverWagePlanNormalized = "0";
String driverFatigueByMilesNormalized = "2.796";
String driverFatigueByHoursNormalized = "0.48";
assertThat(normlaizeModelComponentFieldAndValues.get("Model_Feature_Certification"), is(driverCertNormalized));
assertThat(normlaizeModelComponentFieldAndValues.get("Model_Feature_WagePlan"), is(driverWagePlanNormalized));
assertThat(normlaizeModelComponentFieldAndValues.get("Model_Feature_FatigueByHours"), is(driverFatigueByHoursNormalized));
assertThat(normlaizeModelComponentFieldAndValues.get("Model_Feature_FatigueByMiles"), is(driverFatigueByMilesNormalized));
assertNotNull(joinEnrichmentComponentFieldAndValues.get("Model_Feature_FoggyWeather"));
assertNotNull(joinEnrichmentComponentFieldAndValues.get("Model_Feature_RainyWeather"));
assertNotNull(joinEnrichmentComponentFieldAndValues.get("Model_Feature_WindyWeather"));
}
@Test
public void testNormalEventYesViolationPrediction() throws Exception {
String testName = PropertiesConstants.TEST_2_NORMAL_EVENT_YES_PREDICTION_TEST_CASE;
createTestCase(SAM_APP_NAME ,testName, PropertiesConstants.TEST_2_GEO_STREAM_TEST_DATA, PropertiesConstants.TEST_2_SPEED_STREAM_TEST_DATA);
Integer testTimeOutInSeconds = 100;
Map<String, List<SamTestComponent>> testCaseExecutionResults = samTestCaseManager.runTestCase(SAM_APP_NAME, testName, testTimeOutInSeconds);
LOG.info(testCaseExecutionResults.toString());
/* Validate the fields from the two streams were joined */
assertThat(testCaseExecutionResults.get("JOIN").size(), is(1));
SamTestComponent joinComponentResult = testCaseExecutionResults.get("JOIN").get(0);
assertNotNull(joinComponentResult);
Map<String, String> joinFieldAndValues = joinComponentResult.getFieldsAndValues();
String speedString = joinFieldAndValues.get("speed");
assertNotNull(speedString);
Long speedLong = Long.valueOf(speedString);
assertThat(speedLong, is(60L));
String latitudeString = joinFieldAndValues.get("latitude");
assertNotNull(latitudeString);
Double latDouble = Double.valueOf(latitudeString);
assertThat(latDouble, is(38.64));
//Validate the non-violation event goes to the split component and the split fields are correct (week, splitJoinValue)
String expectedSplitJoinValue = "1506437684451";
assertNotNull(testCaseExecutionResults.get("Split"));
assertThat(testCaseExecutionResults.get("Split").size(), is(1));
SamTestComponent splitComponent = testCaseExecutionResults.get("Split").get(0);
Map<String, String> splitComponentFieldAndValues = splitComponent.getFieldsAndValues();
assertThat(splitComponentFieldAndValues.get("splitJoinValue"), is(expectedSplitJoinValue));
assertThat(splitComponentFieldAndValues.get("week"), is("39"));
//Validate the HR Enrichment values
assertNotNull(testCaseExecutionResults.get("ENRICH-HR"));
assertThat(testCaseExecutionResults.get("ENRICH-HR").size(), is(1));
SamTestComponent HREnrichComponent = testCaseExecutionResults.get("ENRICH-HR").get(0);
Map<String, String> hrEnrichmentComponentFieldAndValues = HREnrichComponent.getFieldsAndValues();
String driverCert = "N";
String driverWagePlan = "miles";
assertThat(hrEnrichmentComponentFieldAndValues.get("driverCertification"), is(driverCert));
assertThat(hrEnrichmentComponentFieldAndValues.get("driverWagePlan"), is(driverWagePlan));
assertThat(hrEnrichmentComponentFieldAndValues.get("splitJoinValue"), is(expectedSplitJoinValue));
//Validate the Timesheet Enrichment values
assertNotNull(testCaseExecutionResults.get("ENRICH-Timesheet"));
assertThat(testCaseExecutionResults.get("ENRICH-Timesheet").size(), is(1));
SamTestComponent timeSheetEnrichComponent = testCaseExecutionResults.get("ENRICH-Timesheet").get(0);
Map<String, String>timeSheetrEnrichmentComponentFieldAndValues = timeSheetEnrichComponent.getFieldsAndValues();
String driverFatigueByHours = "70";
String driverFatigueByMiles = "3300";
assertThat(timeSheetrEnrichmentComponentFieldAndValues.get("driverFatigueByHours"), is(driverFatigueByHours));
assertThat(timeSheetrEnrichmentComponentFieldAndValues.get("driverFatigueByMiles"), is(driverFatigueByMiles));
assertThat(timeSheetrEnrichmentComponentFieldAndValues.get("splitJoinValue"), is(expectedSplitJoinValue));
//Validate the Weather Enrichment values
assertNotNull(testCaseExecutionResults.get("ENRICH-WEATHER"));
assertThat(testCaseExecutionResults.get("ENRICH-WEATHER").size(), is(1));
SamTestComponent weatherEnrichComponent = testCaseExecutionResults.get("ENRICH-WEATHER").get(0);
Map<String, String>weatherEnrichmentComponentFieldAndValues = weatherEnrichComponent.getFieldsAndValues();
assertNotNull(weatherEnrichmentComponentFieldAndValues.get("Model_Feature_FoggyWeather"));
assertNotNull(weatherEnrichmentComponentFieldAndValues.get("Model_Feature_RainyWeather"));
assertNotNull(weatherEnrichmentComponentFieldAndValues.get("Model_Feature_WindyWeather"));
assertThat(weatherEnrichmentComponentFieldAndValues.get("splitJoinValue"), is(expectedSplitJoinValue));
//Validate the joins of the three enrichments
assertNotNull(testCaseExecutionResults.get("JOIN-ENRICHMENTS"));
assertThat(testCaseExecutionResults.get("JOIN-ENRICHMENTS").size(), is(1));
SamTestComponent joinEnrichComponent = testCaseExecutionResults.get("JOIN-ENRICHMENTS").get(0);
Map<String, String>joinEnrichmentComponentFieldAndValues = joinEnrichComponent.getFieldsAndValues();
assertThat(joinEnrichmentComponentFieldAndValues.get("splitJoinValue"), is(expectedSplitJoinValue));
assertThat(joinEnrichmentComponentFieldAndValues.get("driverCertification"), is(driverCert));
assertThat(joinEnrichmentComponentFieldAndValues.get("driverWagePlan"), is(driverWagePlan));
assertThat(joinEnrichmentComponentFieldAndValues.get("driverFatigueByHours"), is(driverFatigueByHours));
assertThat(joinEnrichmentComponentFieldAndValues.get("driverFatigueByMiles"), is(driverFatigueByMiles));
assertNotNull(joinEnrichmentComponentFieldAndValues.get("Model_Feature_FoggyWeather"));
assertNotNull(joinEnrichmentComponentFieldAndValues.get("Model_Feature_RainyWeather"));
assertNotNull(joinEnrichmentComponentFieldAndValues.get("Model_Feature_WindyWeather"));
//Validate the the Normalized values
assertNotNull(testCaseExecutionResults.get("NORMALIZE-MODEL-FEATURES"));
assertThat(testCaseExecutionResults.get("NORMALIZE-MODEL-FEATURES").size(), is(1));
SamTestComponent normalizeModelComponent = testCaseExecutionResults.get("NORMALIZE-MODEL-FEATURES").get(0);
Map<String, String>normlaizeModelComponentFieldAndValues = normalizeModelComponent.getFieldsAndValues();
String driverCertNormalized = "0";
String driverWagePlanNormalized = "1";
String driverFatigueByMilesNormalized = "3.3";
String driverFatigueByHoursNormalized = "0.7";
assertThat(normlaizeModelComponentFieldAndValues.get("Model_Feature_Certification"), is(driverCertNormalized));
assertThat(normlaizeModelComponentFieldAndValues.get("Model_Feature_WagePlan"), is(driverWagePlanNormalized));
assertThat(normlaizeModelComponentFieldAndValues.get("Model_Feature_FatigueByHours"), is(driverFatigueByHoursNormalized));
assertThat(normlaizeModelComponentFieldAndValues.get("Model_Feature_FatigueByMiles"), is(driverFatigueByMilesNormalized));
assertNotNull(joinEnrichmentComponentFieldAndValues.get("Model_Feature_FoggyWeather"));
assertNotNull(joinEnrichmentComponentFieldAndValues.get("Model_Feature_RainyWeather"));
assertNotNull(joinEnrichmentComponentFieldAndValues.get("Model_Feature_WindyWeather"));;
//Validate that the Prediction Filter captured the predicted violation
assertNotNull(testCaseExecutionResults.get("Prediction"));
assertThat(testCaseExecutionResults.get("Prediction").size(), is(1));
SamTestComponent predictionFilterComponent = testCaseExecutionResults.get("Prediction").get(0);
Map<String, String> predictionFilterComponentFieldAndValues = predictionFilterComponent.getFieldsAndValues();
String expectedNormalizedYesPrediction = "yes";
assertThat(predictionFilterComponentFieldAndValues.get("ViolationPredicted"), is(expectedNormalizedYesPrediction));
}
@Test
public void testViolationTruckingEvents() throws Exception {
String testName = PropertiesConstants.TEST_3_TEST_VIOLATION_EVENT_TEST_CASE;
createTestCase(SAM_APP_NAME, testName, PropertiesConstants.TEST_3_GEO_STREAM_TEST_DATA, PropertiesConstants.TEST_3_SPEED_STREAM_TEST_DATA);
Integer testTimeOutInSeconds = 200;
Map<String, List<SamTestComponent>> testCaseExecutionResults = samTestCaseManager.runTestCase(SAM_APP_NAME, testName, testTimeOutInSeconds);
LOG.info(testCaseExecutionResults.toString());
/* Validate the fields from the two streams were joined */
assertThat(testCaseExecutionResults.get("JOIN").size(), is(1));
SamTestComponent joinComponentResult = testCaseExecutionResults.get("JOIN").get(0);
assertNotNull(joinComponentResult);
Map<String, String> joinFieldAndValues = joinComponentResult.getFieldsAndValues();
String speedString = joinFieldAndValues.get("speed");
assertNotNull(speedString);
Long speedLong = Long.valueOf(speedString);
assertThat(speedLong, is(79L));
String latitudeString = joinFieldAndValues.get("latitude");
assertNotNull(latitudeString);
Double latDouble = Double.valueOf(latitudeString);
assertThat(latDouble, is(41.62));
/* Validate the that the filter worked in that and the violation event got passed to filter */
assertNotNull( testCaseExecutionResults.get("EventType"));
assertThat(testCaseExecutionResults.get("EventType").size(), is(1));
SamTestComponent filterResult = testCaseExecutionResults.get("EventType").get(0);
Map<String, String> filterFieldAndValues = filterResult.getFieldsAndValues();
assertNotNull(filterFieldAndValues);
String eventType = filterFieldAndValues.get("eventType");
assertThat(eventType, is("Lane Departure"));
assertThat(testCaseExecutionResults.get("DriverAvgSpeed").size(), is(1));
SamTestComponent driverAvgSpeedComponent = testCaseExecutionResults.get("DriverAvgSpeed").get(0);
assertNotNull(driverAvgSpeedComponent);
Map<String, String> driverAvgSpeedFieldAndValues = driverAvgSpeedComponent.getFieldsAndValues();
String avgSpeed = driverAvgSpeedFieldAndValues.get("speed_AVG");
assertNotNull(avgSpeed);
Double avgSpeedFromWindow = Double.valueOf(avgSpeed);
assertThat(avgSpeedFromWindow, is(79.0));
/** Validate that the speeding violation Filter is correct. Filter shoudl recognize this event as not speeding since it is < 80 */
assertNull(testCaseExecutionResults.get("isDriverSpeeding"));
}
@Test
public void testMultipleSpeedingEvents() throws Exception {
String testName = PropertiesConstants.TEST_4_TEST_VIOLATION_EVENT_TEST_CASE;
createTestCase(SAM_APP_NAME, testName, PropertiesConstants.TEST_4_GEO_STREAM_TEST_DATA, PropertiesConstants.TEST_4_SPEED_STREAM_TEST_DATA);
Integer testTimeOutInSeconds = 200;
Map<String, List<SamTestComponent>> testCaseExecutionResults = samTestCaseManager.runTestCase(SAM_APP_NAME, testName, testTimeOutInSeconds);
LOG.info(testCaseExecutionResults.toString());
assertThat(testCaseExecutionResults.get("JOIN").size(), is(4));
/* Validate the window function that calculates average speed */
assertThat(testCaseExecutionResults.get("DriverAvgSpeed").size(), is(1));
SamTestComponent driverAvgSpeedComponent = testCaseExecutionResults.get("DriverAvgSpeed").get(0);
assertNotNull(driverAvgSpeedComponent);
Map<String, String> driverAvgSpeedFieldAndValues = driverAvgSpeedComponent.getFieldsAndValues();
String avgSpeed = driverAvgSpeedFieldAndValues.get("speed_AVG");
assertNotNull(avgSpeed);
Double avgSpeedFromWindow = Double.valueOf(avgSpeed);
assertThat(avgSpeedFromWindow, is(89.5));
/* Validate that the speeding violation Filter is correct. Filter shoudl recognize this event as speeding since it is > 80 */
assertThat(testCaseExecutionResults.get("isDriverSpeeding").size(), is(1));
assertNotNull(testCaseExecutionResults.get("isDriverSpeeding").get(0));
SamTestComponent speedingFilterComponent = testCaseExecutionResults.get("isDriverSpeeding").get(0);
Map<String, String> speedingFilterComponentFieldAndValues = speedingFilterComponent.getFieldsAndValues();
assertNotNull(speedingFilterComponentFieldAndValues);
/* Validate the projection rounded correctly */
assertNotNull(testCaseExecutionResults.get("Round").get(0));
SamTestComponent projectionComponent = testCaseExecutionResults.get("Round").get(0);
Map<String, String> projectionComponentFieldAndValues = projectionComponent.getFieldsAndValues();
assertNotNull(projectionComponentFieldAndValues);
String speedAvgRoundString = projectionComponentFieldAndValues.get("speed_AVG_Round");
assertNotNull(speedAvgRoundString);
Long speedAvgRoundLong = Long.valueOf(speedAvgRoundString);
assertThat(speedAvgRoundLong, is(90L));
}
public void createTestCase(String appName, String testName, String geoTestData, String speedTestData) {
/* Create map of test data for each source in the app */
Map<String, Resource> testDataForSources = new HashMap<String, Resource>();
Resource geoStreamTestData = createClassPathResource(geoTestData, LOG);
testDataForSources.put("TruckGeoEvent", geoStreamTestData);
Resource speedStreamTestData = createClassPathResource(speedTestData, LOG);
testDataForSources.put("TruckSpeedEvent", speedStreamTestData);
createTestCase(appName, testName, testDataForSources, LOG);
}
}