ref 21557: RStudio sessions to be published into the accounting

Added R Studio harvester

src/main/java/org/gcube/dataharvest/AccountingDashboardHarvesterPlugin.java

@@ -23,6 +23,7 @@ import org.gcube.dataharvest.harvester.CatalogueAccessesHarvester;
 import org.gcube.dataharvest.harvester.CoreServicesAccessesHarvester;
 import org.gcube.dataharvest.harvester.JupyterAccessesHarvester;
 import org.gcube.dataharvest.harvester.MethodInvocationHarvester;
+import org.gcube.dataharvest.harvester.RStudioAccessesHarvester;
 import org.gcube.dataharvest.harvester.SocialInteractionsHarvester;
 import org.gcube.dataharvest.harvester.VREAccessesHarvester;
 import org.gcube.dataharvest.harvester.VREUsersHarvester;
@@ -241,7 +242,9 @@ public class AccountingDashboardHarvesterPlugin extends Plugin {
 
 		VREAccessesHarvester vreAccessesHarvester = null;
 		JupyterAccessesHarvester jupyterAccessesHarvester = null;
+		RStudioAccessesHarvester rstudioAccessesHarvester = null;
 
+		
 		for (String context : contexts) {
 			// Setting the token for the context
 			Utils.setContext(contextAuthorization.getTokenForContext(context));
@@ -296,6 +299,30 @@ public class AccountingDashboardHarvesterPlugin extends Plugin {
 
 			}
 
+			if (rstudioAccessesHarvester == null) {
+
+				if (scopeBean.is(Type.INFRASTRUCTURE)) {
+					rstudioAccessesHarvester = new RStudioAccessesHarvester(start, end);
+				} else {
+					// This code should be never used because the scopes are
+					// sorted by fullname
+
+					ScopeBean parent = scopeBean.enclosingScope();
+					while (!parent.is(Type.INFRASTRUCTURE)) {
+						parent = scopeBean.enclosingScope();
+					}
+
+					// Setting back token for the context
+					Utils.setContext(contextAuthorization.getTokenForContext(parent.toString()));
+
+					rstudioAccessesHarvester = new RStudioAccessesHarvester(start, end);
+
+					// Setting back token for the context
+					Utils.setContext(contextAuthorization.getTokenForContext(context));
+				}
+
+			}
+			
 			if (jupyterAccessesHarvester == null) {
 
 				if (scopeBean.is(Type.INFRASTRUCTURE)) {
@@ -341,7 +368,19 @@ public class AccountingDashboardHarvesterPlugin extends Plugin {
 				} catch (Exception e) {
 					logger.error("Error harvesting VRE Accesses for {}", context, e);
 				}
+				
+				try {
+					// Collecting Google Analytics Data for R Studio Accesses
+					logger.info("Going to harvest R Studio Accesses for {}", context);
 
+					List<AccountingRecord> harvested = rstudioAccessesHarvester.getAccountingRecords();
+					accountingRecords.addAll(harvested);
+
+				} catch (Exception e) {
+					logger.error("Error harvesting R Studio Accesses for {}", context, e);
+				}
+				
+				
 				try {
 					// Collecting Google Analytics Data for Jupyters Accesses
 					logger.info("Going to harvest Jupyter Accesses for {}", context);
@@ -349,13 +388,8 @@ public class AccountingDashboardHarvesterPlugin extends Plugin {
 					List<AccountingRecord> harvested = jupyterAccessesHarvester.getAccountingRecords();
 					accountingRecords.addAll(harvested);
 
-					/*
-					 * List<HarvestedData> harvested =
-					 * jupyterAccessesHarvester.getData();
-					 * data.addAll(harvested);
-					 */
 				} catch (Exception e) {
-					logger.error("Error harvesting VRE Accesses for {}", context, e);
+					logger.error("Error harvesting Jupyeter Accesses for {}", context, e);
 				}
 
 				try {
@@ -366,10 +400,6 @@ public class AccountingDashboardHarvesterPlugin extends Plugin {
 					List<AccountingRecord> harvested = socialHarvester.getAccountingRecords();
 					accountingRecords.addAll(harvested);
 
-					/*
-					 * List<HarvestedData> harvested =
-					 * socialHarvester.getData(); data.addAll(harvested);
-					 */
 				} catch (Exception e) {
 					logger.error("Error harvesting Social Interactions for {}", context, e);
 				}

src/main/java/org/gcube/dataharvest/datamodel/HarvestedDataKey.java

@@ -16,6 +16,7 @@ public enum HarvestedDataKey {
 	NOTIFICATIONS_ACCESSES("Notifications Accesses"),
 	PROFILE_ACCESSES("Profile Accesses"),
 	JUPYTER_ACCESSES("Jupyter Accesses"),
+	RSTUDIO_ACCESSES("R Studio Accesses"),
 	
 	CATALOGUE_ACCESSES("Catalogue Accesses"),
 	CATALOGUE_DATASET_LIST_ACCESSES("Item List"),

src/main/java/org/gcube/dataharvest/harvester/JupyterAccessesHarvester.java

@@ -117,11 +117,13 @@ public class JupyterAccessesHarvester extends BasicHarvester {
 
 			ScopeDescriptor scopeDescriptor = AccountingDashboardHarvesterPlugin.getScopeDescriptor();
 
-			AccountingRecord ar = new AccountingRecord(scopeDescriptor, instant,
+			if (measure > 0) {
-					getDimension(HarvestedDataKey.JUPYTER_ACCESSES), (long) measure);
+				AccountingRecord ar = new AccountingRecord(scopeDescriptor, instant,
-			logger.debug("{} : {}", ar.getDimension().getId(), ar.getMeasure());
+						getDimension(HarvestedDataKey.JUPYTER_ACCESSES), (long) measure);
-			accountingRecords.add(ar);
+				logger.debug("{} : {}", ar.getDimension().getId(), ar.getMeasure());
-
+				accountingRecords.add(ar);
+			}
+			
 			return accountingRecords;
 
 		} catch (Exception e) {

src/main/java/org/gcube/dataharvest/harvester/RStudioAccessesHarvester.java

@@ -0,0 +1,409 @@
+package org.gcube.dataharvest.harvester;
+
+import static org.gcube.resources.discovery.icclient.ICFactory.clientFor;
+import static org.gcube.resources.discovery.icclient.ICFactory.queryFor;
+
+import java.io.IOException;
+import java.io.Reader;
+import java.io.StringReader;
+import java.security.GeneralSecurityException;
+import java.security.KeyFactory;
+import java.security.NoSuchAlgorithmException;
+import java.security.PrivateKey;
+import java.security.spec.InvalidKeySpecException;
+import java.security.spec.PKCS8EncodedKeySpec;
+import java.time.Instant;
+import java.time.LocalDate;
+import java.time.ZoneId;
+import java.time.format.DateTimeFormatter;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collection;
+import java.util.Collections;
+import java.util.Date;
+import java.util.HashMap;
+import java.util.List;
+
+import org.gcube.accounting.accounting.summary.access.model.ScopeDescriptor;
+import org.gcube.accounting.accounting.summary.access.model.update.AccountingRecord;
+import org.gcube.common.encryption.encrypter.StringEncrypter;
+import org.gcube.common.resources.gcore.ServiceEndpoint;
+import org.gcube.common.resources.gcore.ServiceEndpoint.AccessPoint;
+import org.gcube.common.resources.gcore.ServiceEndpoint.Property;
+import org.gcube.common.resources.gcore.utils.Group;
+import org.gcube.common.scope.api.ScopeProvider;
+import org.gcube.common.scope.impl.ScopeBean;
+import org.gcube.dataharvest.AccountingDashboardHarvesterPlugin;
+import org.gcube.dataharvest.datamodel.AnalyticsReportCredentials;
+import org.gcube.dataharvest.datamodel.HarvestedDataKey;
+import org.gcube.dataharvest.datamodel.VREAccessesReportRow;
+import org.gcube.resources.discovery.client.api.DiscoveryClient;
+import org.gcube.resources.discovery.client.queries.api.SimpleQuery;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import com.google.api.client.googleapis.auth.oauth2.GoogleCredential;
+import com.google.api.client.googleapis.auth.oauth2.GoogleCredential.Builder;
+import com.google.api.client.googleapis.javanet.GoogleNetHttpTransport;
+import com.google.api.client.googleapis.util.Utils;
+import com.google.api.client.http.HttpTransport;
+import com.google.api.client.json.JsonFactory;
+import com.google.api.client.json.gson.GsonFactory;
+import com.google.api.client.util.PemReader;
+import com.google.api.client.util.PemReader.Section;
+import com.google.api.client.util.SecurityUtils;
+import com.google.api.services.analyticsreporting.v4.AnalyticsReporting;
+import com.google.api.services.analyticsreporting.v4.AnalyticsReportingScopes;
+import com.google.api.services.analyticsreporting.v4.model.DateRange;
+import com.google.api.services.analyticsreporting.v4.model.DateRangeValues;
+import com.google.api.services.analyticsreporting.v4.model.GetReportsRequest;
+import com.google.api.services.analyticsreporting.v4.model.GetReportsResponse;
+import com.google.api.services.analyticsreporting.v4.model.Metric;
+import com.google.api.services.analyticsreporting.v4.model.Report;
+import com.google.api.services.analyticsreporting.v4.model.ReportRequest;
+import com.google.api.services.analyticsreporting.v4.model.ReportRow;
+
+/**
+ * 
+ * @author Giancarlo Panichi (ISTI CNR)
+ *
+ */
+public class RStudioAccessesHarvester extends BasicHarvester {
+
+	private static Logger logger = LoggerFactory.getLogger(RStudioAccessesHarvester.class);
+
+	private static final JsonFactory JSON_FACTORY = GsonFactory.getDefaultInstance();
+
+	private static final String SERVICE_ENDPOINT_CATEGORY = "OnlineService";
+	private static final String SERVICE_ENDPOINT_NAME = "BigGAnalyticsReportService";
+	private static final String AP_VIEWS_PROPERTY = "views";
+	private static final String AP_CLIENT_PROPERTY = "clientId";
+	private static final String AP_PRIVATEKEY_PROPERTY = "privateKeyId";
+	private static final String APPLICATION_NAME = "Analytics Reporting";
+
+	private List<VREAccessesReportRow> vreAccesses;
+
+	public RStudioAccessesHarvester(Date start, Date end) throws Exception {
+		super(start, end);
+		logger.debug("RStudioAccessHArvester: {}, {}", start, end);
+		vreAccesses = getAllAccesses(start, end);
+	}
+
+	@Override
+	public List<AccountingRecord> getAccountingRecords() throws Exception {
+		try {
+			String context = org.gcube.dataharvest.utils.Utils.getCurrentContext();
+
+			ArrayList<AccountingRecord> accountingRecords = new ArrayList<AccountingRecord>();
+
+			int measure = 0;
+
+			ScopeBean scopeBean = new ScopeBean(context);
+			String lowerCasedContext = scopeBean.name().toLowerCase();
+			logger.debug("RStudioAccessHArvester lowerCasedContext: {}", lowerCasedContext);
+			for (VREAccessesReportRow row : vreAccesses) {
+				String pagePath = row.getPagePath().toLowerCase();
+				if (pagePath != null && !pagePath.isEmpty()) {
+					if (pagePath.contains(lowerCasedContext)) {
+						if (!pagePath.contains("catalogue")) {
+							if (pagePath.contains("rstudio") || pagePath.contains("r-studio")) {
+								logger.trace("Matched rstudio or rstudio ({}) : {}", lowerCasedContext, pagePath);
+								measure += row.getVisitNumber();
+							}
+						}
+					}
+				}
+			}
+
+			ScopeDescriptor scopeDescriptor = AccountingDashboardHarvesterPlugin.getScopeDescriptor();
+		
+			if (measure > 0) {
+				AccountingRecord ar = new AccountingRecord(scopeDescriptor, instant,
+						getDimension(HarvestedDataKey.RSTUDIO_ACCESSES), (long) measure);
+				logger.debug("{} : {}", ar.getDimension().getId(), ar.getMeasure());
+				accountingRecords.add(ar);
+			} 
+			
+			return accountingRecords;
+
+		} catch (Exception e) {
+			throw e;
+		}
+	}
+
+	/**
+	 * 
+	 * @return a list of {@link VREAccessesReportRow} objects containing the
+	 *         pagePath and the visit number e.g. VREAccessesReportRow
+	 *         [pagePath=/group/agroclimaticmodelling/add-new-users,
+	 *         visitNumber=1] VREAccessesReportRow
+	 *         [pagePath=/group/agroclimaticmodelling/administration,
+	 *         visitNumber=2] VREAccessesReportRow
+	 *         [pagePath=/group/agroclimaticmodelling/agroclimaticmodelling,
+	 *         visitNumber=39]
+	 */
+	private static List<VREAccessesReportRow> getAllAccesses(Date start, Date end) throws Exception {
+		DateRange dateRange = getDateRangeForAnalytics(start, end);
+		logger.trace("Getting accesses in this time range {}", dateRange.toPrettyString());
+
+		AnalyticsReportCredentials credentialsFromD4S = getAuthorisedApplicationInfoFromIs();
+		AnalyticsReporting service = initializeAnalyticsReporting(credentialsFromD4S);
+		HashMap<String, List<GetReportsResponse>> responses = getReportResponses(service,
+				credentialsFromD4S.getViewIds(), dateRange);
+		List<VREAccessesReportRow> totalAccesses = new ArrayList<>();
+
+		for (String view : responses.keySet()) {
+			List<VREAccessesReportRow> viewReport = parseResponse(view, responses.get(view));
+			logger.trace("Got {} entries from view id={}", viewReport.size(), view);
+			totalAccesses.addAll(viewReport);
+		}
+		logger.trace("Merged in {} total entries from all views", totalAccesses.size());
+		return totalAccesses;
+	}
+
+	/**
+	 * Initializes an Analytics Reporting API V4 service object.
+	 *
+	 * @return An authorized Analytics Reporting API V4 service object.
+	 * @throws IOException
+	 * @throws GeneralSecurityException
+	 */
+	private static AnalyticsReporting initializeAnalyticsReporting(AnalyticsReportCredentials cred)
+			throws GeneralSecurityException, IOException {
+		HttpTransport httpTransport = GoogleNetHttpTransport.newTrustedTransport();
+		GoogleCredential credential = fromD4SServiceEndpoint(cred).createScoped(AnalyticsReportingScopes.all());
+
+		// Construct the Analytics Reporting service object.
+		return new AnalyticsReporting.Builder(httpTransport, JSON_FACTORY, credential)
+				.setApplicationName(APPLICATION_NAME).build();
+	}
+
+	/**
+	 * Queries the Analytics Reporting API V4.
+	 *
+	 * @param service
+	 *            An authorized Analytics Reporting API V4 service object.
+	 * @return GetReportResponse The Analytics Reporting API V4 response.
+	 * @throws IOException
+	 */
+	private static HashMap<String, List<GetReportsResponse>> getReportResponses(AnalyticsReporting service,
+			List<String> viewIDs, DateRange dateRange) throws IOException {
+
+		HashMap<String, List<GetReportsResponse>> reports = new HashMap<>();
+
+		// Create the Metrics object.
+		Metric sessions = new Metric().setExpression("ga:pageviews").setAlias("pages");
+		com.google.api.services.analyticsreporting.v4.model.Dimension pageTitle = new com.google.api.services.analyticsreporting.v4.model.Dimension()
+				.setName("ga:pagePath");
+
+		for (String view : viewIDs) {
+			List<GetReportsResponse> gReportResponses = new ArrayList<>();
+			logger.info("Getting data from Google Analytics for viewid: " + view);
+			boolean iterateMorePages = true;
+			String nextPageToken = null;
+			while (iterateMorePages) {
+				// Create the ReportRequest object.
+				ReportRequest request = new ReportRequest().setViewId(view.trim())
+						.setDateRanges(Arrays.asList(dateRange)).setMetrics(Arrays.asList(sessions))
+						.setDimensions(Arrays.asList(pageTitle));
+				request.setPageSize(1000);
+				request.setPageToken(nextPageToken);
+				ArrayList<ReportRequest> requests = new ArrayList<ReportRequest>();
+				requests.add(request);
+				// Create the GetReportsRequest object.
+				GetReportsRequest getReport = new GetReportsRequest().setReportRequests(requests);
+				// Call the batchGet method.
+				GetReportsResponse response = service.reports().batchGet(getReport).execute();
+				nextPageToken = response.getReports().get(0).getNextPageToken();
+				iterateMorePages = (nextPageToken != null);
+				logger.debug("got nextPageToken: " + nextPageToken);
+				gReportResponses.add(response);
+			}
+			reports.put(view, gReportResponses);
+		}
+		// Return the response.
+		return reports;
+	}
+
+	/**
+	 * Parses and prints the Analytics Reporting API V4 response.
+	 *
+	 * @param response
+	 *            An Analytics Reporting API V4 response.
+	 */
+	/**
+	 * Parses and prints the Analytics Reporting API V4 response.
+	 *
+	 * @param response
+	 *            An Analytics Reporting API V4 response.
+	 */
+	private static List<VREAccessesReportRow> parseResponse(String viewId, List<GetReportsResponse> responses) {
+		logger.debug("parsing Response for " + viewId);
+
+		List<VREAccessesReportRow> toReturn = new ArrayList<>();
+		for (GetReportsResponse response : responses) {
+			for (Report report : response.getReports()) {
+				List<ReportRow> rows = report.getData().getRows();
+				if (rows == null) {
+					logger.warn("No data found for " + viewId);
+				} else {
+					for (ReportRow row : rows) {
+						String dimension = row.getDimensions().get(0);
+						DateRangeValues metric = row.getMetrics().get(0);
+						VREAccessesReportRow var = new VREAccessesReportRow();
+						boolean validEntry = false;
+						String pagePath = dimension;
+						if (pagePath.startsWith("/group") || pagePath.startsWith("/web")) {
+							var.setPagePath(dimension);
+							validEntry = true;
+						}
+						if (validEntry) {
+							var.setVisitNumber(Integer.parseInt(metric.getValues().get(0)));
+							toReturn.add(var);
+						}
+					}
+				}
+			}
+		}
+		return toReturn;
+	}
+
+	private static GoogleCredential fromD4SServiceEndpoint(AnalyticsReportCredentials cred) throws IOException {
+
+		String clientId = cred.getClientId();
+		String clientEmail = cred.getClientEmail();
+		String privateKeyPem = cred.getPrivateKeyPem();
+		String privateKeyId = cred.getPrivateKeyId();
+		String tokenUri = cred.getTokenUri();
+		String projectId = cred.getProjectId();
+
+		if (clientId == null || clientEmail == null || privateKeyPem == null || privateKeyId == null) {
+			throw new IOException("Error reading service account credential from stream, "
+					+ "expecting  'client_id', 'client_email', 'private_key' and 'private_key_id'.");
+		}
+
+		PrivateKey privateKey = privateKeyFromPkcs8(privateKeyPem);
+
+		Collection<String> emptyScopes = Collections.emptyList();
+
+		Builder credentialBuilder = new GoogleCredential.Builder().setTransport(Utils.getDefaultTransport())
+				.setJsonFactory(Utils.getDefaultJsonFactory()).setServiceAccountId(clientEmail)
+				.setServiceAccountScopes(emptyScopes).setServiceAccountPrivateKey(privateKey)
+				.setServiceAccountPrivateKeyId(privateKeyId);
+
+		if (tokenUri != null) {
+			credentialBuilder.setTokenServerEncodedUrl(tokenUri);
+		}
+
+		if (projectId != null) {
+			credentialBuilder.setServiceAccountProjectId(projectId);
+		}
+
+		// Don't do a refresh at this point, as it will always fail before the
+		// scopes are added.
+		return credentialBuilder.build();
+	}
+
+	private static PrivateKey privateKeyFromPkcs8(String privateKeyPem) throws IOException {
+		Reader reader = new StringReader(privateKeyPem);
+		Section section = PemReader.readFirstSectionAndClose(reader, "PRIVATE KEY");
+		if (section == null) {
+			throw new IOException("Invalid PKCS8 data.");
+		}
+		byte[] bytes = section.getBase64DecodedBytes();
+		PKCS8EncodedKeySpec keySpec = new PKCS8EncodedKeySpec(bytes);
+		Exception unexpectedException = null;
+		try {
+			KeyFactory keyFactory = SecurityUtils.getRsaKeyFactory();
+			PrivateKey privateKey = keyFactory.generatePrivate(keySpec);
+			return privateKey;
+		} catch (NoSuchAlgorithmException exception) {
+			unexpectedException = exception;
+		} catch (InvalidKeySpecException exception) {
+			unexpectedException = exception;
+		}
+		throw new IOException("Unexpected exception reading PKCS data", unexpectedException);
+	}
+
+	private static List<ServiceEndpoint> getAnalyticsReportingConfigurationFromIS(String infrastructureScope)
+			throws Exception {
+		String scope = infrastructureScope;
+		String currScope = ScopeProvider.instance.get();
+		ScopeProvider.instance.set(scope);
+		SimpleQuery query = queryFor(ServiceEndpoint.class);
+		query.addCondition("$resource/Profile/Category/text() eq '" + SERVICE_ENDPOINT_CATEGORY + "'");
+		query.addCondition("$resource/Profile/Name/text() eq '" + SERVICE_ENDPOINT_NAME + "'");
+		DiscoveryClient<ServiceEndpoint> client = clientFor(ServiceEndpoint.class);
+		List<ServiceEndpoint> toReturn = client.submit(query);
+		ScopeProvider.instance.set(currScope);
+		return toReturn;
+	}
+
+	/**
+	 * l
+	 * 
+	 * @throws Exception
+	 */
+	private static AnalyticsReportCredentials getAuthorisedApplicationInfoFromIs() throws Exception {
+		AnalyticsReportCredentials reportCredentials = new AnalyticsReportCredentials();
+
+		String context = org.gcube.dataharvest.utils.Utils.getCurrentContext();
+		try {
+			List<ServiceEndpoint> list = getAnalyticsReportingConfigurationFromIS(context);
+			if (list.size() > 1) {
+				logger.error("Too many Service Endpoints having name " + SERVICE_ENDPOINT_NAME
+						+ " in this scope having Category " + SERVICE_ENDPOINT_CATEGORY);
+			} else if (list.size() == 0) {
+				logger.warn("There is no Service Endpoint having name " + SERVICE_ENDPOINT_NAME + " and Category "
+						+ SERVICE_ENDPOINT_CATEGORY + " in this context: " + context);
+			} else {
+
+				for (ServiceEndpoint res : list) {
+					reportCredentials.setTokenUri(res.profile().runtime().hostedOn());
+					Group<AccessPoint> apGroup = res.profile().accessPoints();
+					AccessPoint[] accessPoints = (AccessPoint[]) apGroup.toArray(new AccessPoint[apGroup.size()]);
+					AccessPoint found = accessPoints[0];
+					reportCredentials.setClientEmail(found.address());
+					reportCredentials.setProjectId(found.username());
+					reportCredentials.setPrivateKeyPem(StringEncrypter.getEncrypter().decrypt(found.password()));
+					for (Property prop : found.properties()) {
+						if (prop.name().compareTo(AP_VIEWS_PROPERTY) == 0) {
+							String decryptedValue = StringEncrypter.getEncrypter().decrypt(prop.value());
+							String[] views = decryptedValue.split(";");
+							reportCredentials.setViewIds(Arrays.asList(views));
+						}
+						if (prop.name().compareTo(AP_CLIENT_PROPERTY) == 0) {
+							String decryptedValue = StringEncrypter.getEncrypter().decrypt(prop.value());
+							reportCredentials.setClientId(decryptedValue);
+						}
+						if (prop.name().compareTo(AP_PRIVATEKEY_PROPERTY) == 0) {
+							String decryptedValue = StringEncrypter.getEncrypter().decrypt(prop.value());
+							reportCredentials.setPrivateKeyId(decryptedValue);
+						}
+					}
+				}
+			}
+		} catch (Exception e) {
+			e.printStackTrace();
+			return null;
+		}
+		return reportCredentials;
+	}
+
+	private static LocalDate asLocalDate(Date date) {
+		return Instant.ofEpochMilli(date.getTime()).atZone(ZoneId.systemDefault()).toLocalDate();
+	}
+
+	private static DateRange getDateRangeForAnalytics(Date start, Date end) {
+		DateTimeFormatter formatter = DateTimeFormatter.ofPattern("yyyy-MM-dd"); // required
+																					// by
+																					// Analytics
+		String startDate = asLocalDate(start).format(formatter);
+		String endDate = asLocalDate(end).format(formatter);
+		DateRange dateRange = new DateRange();// date format `yyyy-MM-dd`
+		dateRange.setStartDate(startDate);
+		dateRange.setEndDate(endDate);
+		return dateRange;
+	}
+
+}

src/test/java/org/gcube/dataharvest/.gitignore

@@ -0,0 +1 @@
+/TestDateScorro.java

src/test/java/org/gcube/dataharvest/AccountingDataHarvesterJupyterTest.java

@@ -20,6 +20,7 @@ import org.gcube.dataharvest.utils.AggregationType;
 import org.gcube.dataharvest.utils.ContextAuthorization;
 import org.gcube.dataharvest.utils.ContextTest;
 import org.gcube.dataharvest.utils.DateUtils;
+import org.junit.Ignore;
 import org.junit.Test;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
@@ -56,7 +57,7 @@ public class AccountingDataHarvesterJupyterTest extends ContextTest {
 		return dao;
 	}
 	
-	//@Ignore
+	@Ignore
 	@Test
 	public void testJupyterAccessesHarvester() throws Exception {
 		try {

src/test/java/org/gcube/dataharvest/AccountingDataHarvesterRStudioTest.java

@@ -0,0 +1,139 @@
+package org.gcube.dataharvest;
+
+import java.time.LocalDate;
+import java.time.ZoneId;
+import java.time.temporal.ChronoUnit;
+import java.util.ArrayList;
+import java.util.Date;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.SortedSet;
+import java.util.stream.Stream;
+
+import org.gcube.accounting.accounting.summary.access.AccountingDao;
+import org.gcube.accounting.accounting.summary.access.model.ScopeDescriptor;
+import org.gcube.accounting.accounting.summary.access.model.internal.Dimension;
+import org.gcube.accounting.accounting.summary.access.model.update.AccountingRecord;
+import org.gcube.common.authorization.client.exceptions.ObjectNotFound;
+import org.gcube.common.scope.impl.ScopeBean;
+import org.gcube.dataharvest.harvester.RStudioAccessesHarvester;
+import org.gcube.dataharvest.utils.AggregationType;
+import org.gcube.dataharvest.utils.ContextAuthorization;
+import org.gcube.dataharvest.utils.ContextTest;
+import org.gcube.dataharvest.utils.DateUtils;
+import org.junit.Ignore;
+import org.junit.Test;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/**
+ * 
+ * @author Giancarlo Panichi (ISTI CNR)
+ *
+ */
+public class AccountingDataHarvesterRStudioTest extends ContextTest {
+
+	private static Logger logger = LoggerFactory.getLogger(AccountingDataHarvesterRStudioTest.class);
+	public static final String ROOT = "/d4science.research-infrastructures.eu";
+	// private static final String SCOPE = "/d4science.research-infrastructures.eu/D4OS/Blue-CloudLab";
+	
+	protected AccountingDao getAccountingDao() throws ObjectNotFound, Exception {
+		AccountingDao dao = AccountingDao.get();
+
+		Set<ScopeDescriptor> scopeDescriptorSet = dao.getContexts();
+		Map<String, ScopeDescriptor> scopeDescriptorMap = new HashMap<>();
+		for (ScopeDescriptor scopeDescriptor : scopeDescriptorSet) {
+			scopeDescriptorMap.put(scopeDescriptor.getId(), scopeDescriptor);
+		}
+		AccountingDashboardHarvesterPlugin.scopeDescriptors.set(scopeDescriptorMap);
+
+		Set<Dimension> dimensionSet = dao.getDimensions();
+		Map<String, Dimension> dimensionMap = new HashMap<>();
+		for (Dimension dimension : dimensionSet) {
+			dimensionMap.put(dimension.getId(), dimension);
+		}
+
+		AccountingDashboardHarvesterPlugin.dimensions.set(dimensionMap);
+
+		return dao;
+	}
+	
+	@Ignore
+	@Test
+	public void testJupyterAccessesHarvester() throws Exception {
+		try {
+
+			ContextTest.setContextByName(ROOT);
+			AccountingDao dao = getAccountingDao();
+
+			List<Date> starts = new ArrayList<>();
+			
+			LocalDate sdate = LocalDate.parse("2016-01-01"), edate = LocalDate.parse("2021-06-01");
+
+			Stream.iterate(sdate, date -> date.plusMonths(1)).limit(ChronoUnit.MONTHS.between(sdate, edate) + 1)
+					.forEach(dateToConvert -> starts.add(java.util.Date
+							.from(dateToConvert.atStartOfDay().atZone(ZoneId.systemDefault()).toInstant())));
+			
+			AggregationType measureType = AggregationType.MONTHLY;
+
+			ContextAuthorization contextAuthorization = new ContextAuthorization();
+			
+			SortedSet<String> contexts = contextAuthorization.getContexts();
+			/*
+			SortedSet<String> contexts = new TreeSet<>();
+			contexts.add("/d4science.research-infrastructures.eu/D4OS/Blue-CloudLab");
+			contexts.add("/d4science.research-infrastructures.eu/D4OS/Zoo-Phytoplankton_EOV");
+			contexts.add("/d4science.research-infrastructures.eu/D4OS/MarineEnvironmentalIndicators");
+			*/
+			
+			List<AccountingRecord> accountingRecords = new ArrayList<>();
+
+			Set<ScopeDescriptor> scopeDescriptorSet = dao.getContexts();
+			Map<String, ScopeDescriptor> scopeDescriptorMap = new HashMap<>();
+			for (ScopeDescriptor scopeDescriptor : scopeDescriptorSet) {
+				scopeDescriptorMap.put(scopeDescriptor.getId(), scopeDescriptor);
+			}
+			AccountingDashboardHarvesterPlugin.scopeDescriptors.set(scopeDescriptorMap);
+			
+			
+			for (Date start : starts) {
+				Date end = DateUtils.getEndDateFromStartDate(measureType, start, 1, false);
+
+				ContextTest.setContextByName(ROOT);
+				RStudioAccessesHarvester rstudioAccessesHarvester = new RStudioAccessesHarvester(start, end);
+
+				for(String context : contexts) {
+					ContextTest.setContext(contextAuthorization.getTokenForContext(context));
+	
+					ScopeBean scopeBean = new ScopeBean(context);
+
+					ScopeDescriptor actualScopeDescriptor = scopeDescriptorMap.get(context);
+					if (actualScopeDescriptor == null) {
+						actualScopeDescriptor = new ScopeDescriptor(scopeBean.name(), context);
+					}
+					
+					AccountingDashboardHarvesterPlugin.scopeDescriptor.set(actualScopeDescriptor);
+					
+					List<AccountingRecord> harvested = rstudioAccessesHarvester.getAccountingRecords();
+					accountingRecords.addAll(harvested);
+				}
+
+			}
+
+			// logger.debug("{}", accountingRecords);
+
+			logger.debug("Going to insert {}", accountingRecords);
+			
+			ContextTest.setContextByName(ROOT);
+			dao.insertRecords(accountingRecords.toArray(new AccountingRecord[1]));
+
+		} catch (Throwable e) {
+			logger.error(e.getLocalizedMessage(), e);
+			throw e;
+		}
+	}
+
+	
+}