ref 21557: RStudio sessions to be published into the accounting
Added R Studio harvesterpull/2/head
parent
713dee5082
commit
87f5594109
@ -0,0 +1,409 @@
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package org.gcube.dataharvest.harvester;
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import static org.gcube.resources.discovery.icclient.ICFactory.clientFor;
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import static org.gcube.resources.discovery.icclient.ICFactory.queryFor;
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import java.io.IOException;
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import java.io.Reader;
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import java.io.StringReader;
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import java.security.GeneralSecurityException;
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import java.security.KeyFactory;
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import java.security.NoSuchAlgorithmException;
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import java.security.PrivateKey;
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import java.security.spec.InvalidKeySpecException;
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import java.security.spec.PKCS8EncodedKeySpec;
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import java.time.Instant;
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import java.time.LocalDate;
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import java.time.ZoneId;
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import java.time.format.DateTimeFormatter;
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import java.util.ArrayList;
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import java.util.Arrays;
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import java.util.Collection;
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import java.util.Collections;
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import java.util.Date;
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import java.util.HashMap;
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import java.util.List;
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import org.gcube.accounting.accounting.summary.access.model.ScopeDescriptor;
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import org.gcube.accounting.accounting.summary.access.model.update.AccountingRecord;
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import org.gcube.common.encryption.encrypter.StringEncrypter;
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import org.gcube.common.resources.gcore.ServiceEndpoint;
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import org.gcube.common.resources.gcore.ServiceEndpoint.AccessPoint;
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import org.gcube.common.resources.gcore.ServiceEndpoint.Property;
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import org.gcube.common.resources.gcore.utils.Group;
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import org.gcube.common.scope.api.ScopeProvider;
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import org.gcube.common.scope.impl.ScopeBean;
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import org.gcube.dataharvest.AccountingDashboardHarvesterPlugin;
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import org.gcube.dataharvest.datamodel.AnalyticsReportCredentials;
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import org.gcube.dataharvest.datamodel.HarvestedDataKey;
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import org.gcube.dataharvest.datamodel.VREAccessesReportRow;
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import org.gcube.resources.discovery.client.api.DiscoveryClient;
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import org.gcube.resources.discovery.client.queries.api.SimpleQuery;
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import org.slf4j.Logger;
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import org.slf4j.LoggerFactory;
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import com.google.api.client.googleapis.auth.oauth2.GoogleCredential;
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import com.google.api.client.googleapis.auth.oauth2.GoogleCredential.Builder;
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import com.google.api.client.googleapis.javanet.GoogleNetHttpTransport;
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import com.google.api.client.googleapis.util.Utils;
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import com.google.api.client.http.HttpTransport;
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import com.google.api.client.json.JsonFactory;
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import com.google.api.client.json.gson.GsonFactory;
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import com.google.api.client.util.PemReader;
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import com.google.api.client.util.PemReader.Section;
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import com.google.api.client.util.SecurityUtils;
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import com.google.api.services.analyticsreporting.v4.AnalyticsReporting;
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import com.google.api.services.analyticsreporting.v4.AnalyticsReportingScopes;
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import com.google.api.services.analyticsreporting.v4.model.DateRange;
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import com.google.api.services.analyticsreporting.v4.model.DateRangeValues;
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import com.google.api.services.analyticsreporting.v4.model.GetReportsRequest;
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import com.google.api.services.analyticsreporting.v4.model.GetReportsResponse;
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import com.google.api.services.analyticsreporting.v4.model.Metric;
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import com.google.api.services.analyticsreporting.v4.model.Report;
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import com.google.api.services.analyticsreporting.v4.model.ReportRequest;
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import com.google.api.services.analyticsreporting.v4.model.ReportRow;
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/**
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*
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* @author Giancarlo Panichi (ISTI CNR)
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*
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*/
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public class RStudioAccessesHarvester extends BasicHarvester {
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private static Logger logger = LoggerFactory.getLogger(RStudioAccessesHarvester.class);
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private static final JsonFactory JSON_FACTORY = GsonFactory.getDefaultInstance();
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private static final String SERVICE_ENDPOINT_CATEGORY = "OnlineService";
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private static final String SERVICE_ENDPOINT_NAME = "BigGAnalyticsReportService";
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private static final String AP_VIEWS_PROPERTY = "views";
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private static final String AP_CLIENT_PROPERTY = "clientId";
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private static final String AP_PRIVATEKEY_PROPERTY = "privateKeyId";
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private static final String APPLICATION_NAME = "Analytics Reporting";
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private List<VREAccessesReportRow> vreAccesses;
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public RStudioAccessesHarvester(Date start, Date end) throws Exception {
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super(start, end);
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logger.debug("RStudioAccessHArvester: {}, {}", start, end);
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vreAccesses = getAllAccesses(start, end);
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}
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@Override
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public List<AccountingRecord> getAccountingRecords() throws Exception {
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try {
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String context = org.gcube.dataharvest.utils.Utils.getCurrentContext();
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ArrayList<AccountingRecord> accountingRecords = new ArrayList<AccountingRecord>();
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int measure = 0;
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ScopeBean scopeBean = new ScopeBean(context);
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String lowerCasedContext = scopeBean.name().toLowerCase();
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logger.debug("RStudioAccessHArvester lowerCasedContext: {}", lowerCasedContext);
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for (VREAccessesReportRow row : vreAccesses) {
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String pagePath = row.getPagePath().toLowerCase();
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if (pagePath != null && !pagePath.isEmpty()) {
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if (pagePath.contains(lowerCasedContext)) {
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if (!pagePath.contains("catalogue")) {
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if (pagePath.contains("rstudio") || pagePath.contains("r-studio")) {
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logger.trace("Matched rstudio or rstudio ({}) : {}", lowerCasedContext, pagePath);
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measure += row.getVisitNumber();
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}
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}
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}
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}
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}
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ScopeDescriptor scopeDescriptor = AccountingDashboardHarvesterPlugin.getScopeDescriptor();
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if (measure > 0) {
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AccountingRecord ar = new AccountingRecord(scopeDescriptor, instant,
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getDimension(HarvestedDataKey.RSTUDIO_ACCESSES), (long) measure);
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logger.debug("{} : {}", ar.getDimension().getId(), ar.getMeasure());
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accountingRecords.add(ar);
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}
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return accountingRecords;
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} catch (Exception e) {
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throw e;
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}
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}
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/**
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*
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* @return a list of {@link VREAccessesReportRow} objects containing the
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* pagePath and the visit number e.g. VREAccessesReportRow
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* [pagePath=/group/agroclimaticmodelling/add-new-users,
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* visitNumber=1] VREAccessesReportRow
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* [pagePath=/group/agroclimaticmodelling/administration,
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* visitNumber=2] VREAccessesReportRow
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* [pagePath=/group/agroclimaticmodelling/agroclimaticmodelling,
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* visitNumber=39]
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*/
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private static List<VREAccessesReportRow> getAllAccesses(Date start, Date end) throws Exception {
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DateRange dateRange = getDateRangeForAnalytics(start, end);
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logger.trace("Getting accesses in this time range {}", dateRange.toPrettyString());
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AnalyticsReportCredentials credentialsFromD4S = getAuthorisedApplicationInfoFromIs();
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AnalyticsReporting service = initializeAnalyticsReporting(credentialsFromD4S);
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HashMap<String, List<GetReportsResponse>> responses = getReportResponses(service,
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credentialsFromD4S.getViewIds(), dateRange);
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List<VREAccessesReportRow> totalAccesses = new ArrayList<>();
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for (String view : responses.keySet()) {
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List<VREAccessesReportRow> viewReport = parseResponse(view, responses.get(view));
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logger.trace("Got {} entries from view id={}", viewReport.size(), view);
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totalAccesses.addAll(viewReport);
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}
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logger.trace("Merged in {} total entries from all views", totalAccesses.size());
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return totalAccesses;
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}
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/**
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* Initializes an Analytics Reporting API V4 service object.
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*
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* @return An authorized Analytics Reporting API V4 service object.
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* @throws IOException
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* @throws GeneralSecurityException
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*/
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private static AnalyticsReporting initializeAnalyticsReporting(AnalyticsReportCredentials cred)
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throws GeneralSecurityException, IOException {
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HttpTransport httpTransport = GoogleNetHttpTransport.newTrustedTransport();
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GoogleCredential credential = fromD4SServiceEndpoint(cred).createScoped(AnalyticsReportingScopes.all());
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// Construct the Analytics Reporting service object.
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return new AnalyticsReporting.Builder(httpTransport, JSON_FACTORY, credential)
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.setApplicationName(APPLICATION_NAME).build();
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}
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/**
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* Queries the Analytics Reporting API V4.
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*
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* @param service
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* An authorized Analytics Reporting API V4 service object.
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* @return GetReportResponse The Analytics Reporting API V4 response.
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* @throws IOException
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*/
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private static HashMap<String, List<GetReportsResponse>> getReportResponses(AnalyticsReporting service,
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List<String> viewIDs, DateRange dateRange) throws IOException {
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HashMap<String, List<GetReportsResponse>> reports = new HashMap<>();
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// Create the Metrics object.
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Metric sessions = new Metric().setExpression("ga:pageviews").setAlias("pages");
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com.google.api.services.analyticsreporting.v4.model.Dimension pageTitle = new com.google.api.services.analyticsreporting.v4.model.Dimension()
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.setName("ga:pagePath");
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for (String view : viewIDs) {
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List<GetReportsResponse> gReportResponses = new ArrayList<>();
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logger.info("Getting data from Google Analytics for viewid: " + view);
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boolean iterateMorePages = true;
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String nextPageToken = null;
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while (iterateMorePages) {
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// Create the ReportRequest object.
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ReportRequest request = new ReportRequest().setViewId(view.trim())
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.setDateRanges(Arrays.asList(dateRange)).setMetrics(Arrays.asList(sessions))
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.setDimensions(Arrays.asList(pageTitle));
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request.setPageSize(1000);
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request.setPageToken(nextPageToken);
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ArrayList<ReportRequest> requests = new ArrayList<ReportRequest>();
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requests.add(request);
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// Create the GetReportsRequest object.
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GetReportsRequest getReport = new GetReportsRequest().setReportRequests(requests);
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// Call the batchGet method.
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GetReportsResponse response = service.reports().batchGet(getReport).execute();
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nextPageToken = response.getReports().get(0).getNextPageToken();
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iterateMorePages = (nextPageToken != null);
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logger.debug("got nextPageToken: " + nextPageToken);
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gReportResponses.add(response);
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}
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reports.put(view, gReportResponses);
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}
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// Return the response.
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return reports;
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}
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/**
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* Parses and prints the Analytics Reporting API V4 response.
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*
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* @param response
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* An Analytics Reporting API V4 response.
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*/
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/**
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* Parses and prints the Analytics Reporting API V4 response.
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*
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* @param response
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* An Analytics Reporting API V4 response.
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*/
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private static List<VREAccessesReportRow> parseResponse(String viewId, List<GetReportsResponse> responses) {
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logger.debug("parsing Response for " + viewId);
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List<VREAccessesReportRow> toReturn = new ArrayList<>();
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for (GetReportsResponse response : responses) {
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for (Report report : response.getReports()) {
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List<ReportRow> rows = report.getData().getRows();
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if (rows == null) {
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logger.warn("No data found for " + viewId);
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} else {
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for (ReportRow row : rows) {
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String dimension = row.getDimensions().get(0);
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DateRangeValues metric = row.getMetrics().get(0);
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VREAccessesReportRow var = new VREAccessesReportRow();
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boolean validEntry = false;
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String pagePath = dimension;
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if (pagePath.startsWith("/group") || pagePath.startsWith("/web")) {
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var.setPagePath(dimension);
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validEntry = true;
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}
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if (validEntry) {
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var.setVisitNumber(Integer.parseInt(metric.getValues().get(0)));
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toReturn.add(var);
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}
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}
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}
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}
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}
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return toReturn;
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}
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private static GoogleCredential fromD4SServiceEndpoint(AnalyticsReportCredentials cred) throws IOException {
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String clientId = cred.getClientId();
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String clientEmail = cred.getClientEmail();
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String privateKeyPem = cred.getPrivateKeyPem();
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String privateKeyId = cred.getPrivateKeyId();
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String tokenUri = cred.getTokenUri();
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String projectId = cred.getProjectId();
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if (clientId == null || clientEmail == null || privateKeyPem == null || privateKeyId == null) {
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throw new IOException("Error reading service account credential from stream, "
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+ "expecting 'client_id', 'client_email', 'private_key' and 'private_key_id'.");
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}
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PrivateKey privateKey = privateKeyFromPkcs8(privateKeyPem);
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Collection<String> emptyScopes = Collections.emptyList();
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Builder credentialBuilder = new GoogleCredential.Builder().setTransport(Utils.getDefaultTransport())
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.setJsonFactory(Utils.getDefaultJsonFactory()).setServiceAccountId(clientEmail)
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.setServiceAccountScopes(emptyScopes).setServiceAccountPrivateKey(privateKey)
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.setServiceAccountPrivateKeyId(privateKeyId);
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if (tokenUri != null) {
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credentialBuilder.setTokenServerEncodedUrl(tokenUri);
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}
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if (projectId != null) {
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credentialBuilder.setServiceAccountProjectId(projectId);
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}
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// Don't do a refresh at this point, as it will always fail before the
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// scopes are added.
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return credentialBuilder.build();
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}
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private static PrivateKey privateKeyFromPkcs8(String privateKeyPem) throws IOException {
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Reader reader = new StringReader(privateKeyPem);
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Section section = PemReader.readFirstSectionAndClose(reader, "PRIVATE KEY");
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if (section == null) {
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throw new IOException("Invalid PKCS8 data.");
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}
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byte[] bytes = section.getBase64DecodedBytes();
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PKCS8EncodedKeySpec keySpec = new PKCS8EncodedKeySpec(bytes);
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Exception unexpectedException = null;
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try {
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KeyFactory keyFactory = SecurityUtils.getRsaKeyFactory();
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PrivateKey privateKey = keyFactory.generatePrivate(keySpec);
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return privateKey;
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} catch (NoSuchAlgorithmException exception) {
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unexpectedException = exception;
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} catch (InvalidKeySpecException exception) {
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unexpectedException = exception;
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}
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throw new IOException("Unexpected exception reading PKCS data", unexpectedException);
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}
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private static List<ServiceEndpoint> getAnalyticsReportingConfigurationFromIS(String infrastructureScope)
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throws Exception {
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String scope = infrastructureScope;
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String currScope = ScopeProvider.instance.get();
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ScopeProvider.instance.set(scope);
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SimpleQuery query = queryFor(ServiceEndpoint.class);
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query.addCondition("$resource/Profile/Category/text() eq '" + SERVICE_ENDPOINT_CATEGORY + "'");
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query.addCondition("$resource/Profile/Name/text() eq '" + SERVICE_ENDPOINT_NAME + "'");
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DiscoveryClient<ServiceEndpoint> client = clientFor(ServiceEndpoint.class);
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List<ServiceEndpoint> toReturn = client.submit(query);
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ScopeProvider.instance.set(currScope);
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return toReturn;
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}
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/**
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* l
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*
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* @throws Exception
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*/
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private static AnalyticsReportCredentials getAuthorisedApplicationInfoFromIs() throws Exception {
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AnalyticsReportCredentials reportCredentials = new AnalyticsReportCredentials();
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String context = org.gcube.dataharvest.utils.Utils.getCurrentContext();
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try {
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List<ServiceEndpoint> list = getAnalyticsReportingConfigurationFromIS(context);
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if (list.size() > 1) {
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logger.error("Too many Service Endpoints having name " + SERVICE_ENDPOINT_NAME
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+ " in this scope having Category " + SERVICE_ENDPOINT_CATEGORY);
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} else if (list.size() == 0) {
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logger.warn("There is no Service Endpoint having name " + SERVICE_ENDPOINT_NAME + " and Category "
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+ SERVICE_ENDPOINT_CATEGORY + " in this context: " + context);
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} else {
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for (ServiceEndpoint res : list) {
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reportCredentials.setTokenUri(res.profile().runtime().hostedOn());
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Group<AccessPoint> apGroup = res.profile().accessPoints();
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AccessPoint[] accessPoints = (AccessPoint[]) apGroup.toArray(new AccessPoint[apGroup.size()]);
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AccessPoint found = accessPoints[0];
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reportCredentials.setClientEmail(found.address());
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reportCredentials.setProjectId(found.username());
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reportCredentials.setPrivateKeyPem(StringEncrypter.getEncrypter().decrypt(found.password()));
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for (Property prop : found.properties()) {
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if (prop.name().compareTo(AP_VIEWS_PROPERTY) == 0) {
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String decryptedValue = StringEncrypter.getEncrypter().decrypt(prop.value());
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String[] views = decryptedValue.split(";");
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reportCredentials.setViewIds(Arrays.asList(views));
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}
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if (prop.name().compareTo(AP_CLIENT_PROPERTY) == 0) {
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String decryptedValue = StringEncrypter.getEncrypter().decrypt(prop.value());
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reportCredentials.setClientId(decryptedValue);
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}
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if (prop.name().compareTo(AP_PRIVATEKEY_PROPERTY) == 0) {
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String decryptedValue = StringEncrypter.getEncrypter().decrypt(prop.value());
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reportCredentials.setPrivateKeyId(decryptedValue);
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}
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}
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}
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}
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} catch (Exception e) {
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e.printStackTrace();
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return null;
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}
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return reportCredentials;
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}
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private static LocalDate asLocalDate(Date date) {
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return Instant.ofEpochMilli(date.getTime()).atZone(ZoneId.systemDefault()).toLocalDate();
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}
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private static DateRange getDateRangeForAnalytics(Date start, Date end) {
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DateTimeFormatter formatter = DateTimeFormatter.ofPattern("yyyy-MM-dd"); // required
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// by
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// Analytics
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String startDate = asLocalDate(start).format(formatter);
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String endDate = asLocalDate(end).format(formatter);
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DateRange dateRange = new DateRange();// date format `yyyy-MM-dd`
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dateRange.setStartDate(startDate);
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dateRange.setEndDate(endDate);
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return dateRange;
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}
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}
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@ -0,0 +1 @@
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/TestDateScorro.java
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@ -0,0 +1,139 @@
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package org.gcube.dataharvest;
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import java.time.LocalDate;
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import java.time.ZoneId;
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import java.time.temporal.ChronoUnit;
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import java.util.ArrayList;
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import java.util.Date;
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import java.util.HashMap;
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import java.util.List;
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import java.util.Map;
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import java.util.Set;
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import java.util.SortedSet;
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import java.util.stream.Stream;
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import org.gcube.accounting.accounting.summary.access.AccountingDao;
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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;
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
}
|
||||
Loading…
Reference in New Issue