@Test
  public void filter() {
    DataElement elementA = createDataElement('A');
    DataElement elementB = createDataElement('B');
    DataElement elementC = createDataElement('C');
    DataElement elementD = createDataElement('D');

    DataSet dataSetA = createDataSet('A', new MonthlyPeriodType());
    dataSetA.setSkipAggregation(false);
    dataSetA.addDataElement(elementA);
    dataSetA.addDataElement(elementC);

    DataSet dataSetB = createDataSet('A', new MonthlyPeriodType());
    dataSetB.setSkipAggregation(true);
    dataSetB.addDataElement(elementB);
    dataSetB.addDataElement(elementD);

    List<DataElement> list = new ArrayList<DataElement>();
    list.add(elementA);
    list.add(elementB);
    list.add(elementC);
    list.add(elementD);

    FilterUtils.filter(list, new DataElementWithAggregationFilter());

    assertEquals(2, list.size());
    assertTrue(list.contains(elementA));
    assertTrue(list.contains(elementC));
  }
Beispiel #2
0
  @Override
  public void canIssueFilter(Collection<UserAuthorityGroup> userRoles) {
    User user = currentUserService.getCurrentUser();

    boolean canGrantOwnUserAuthorityGroups =
        (Boolean)
            systemSettingManager.getSystemSetting(KEY_CAN_GRANT_OWN_USER_AUTHORITY_GROUPS, false);

    FilterUtils.filter(
        userRoles, new UserAuthorityGroupCanIssueFilter(user, canGrantOwnUserAuthorityGroups));
  }
  public Collection<ValidationRule> getValidationRules(final Collection<Integer> identifiers) {
    Collection<ValidationRule> objects = getAllValidationRules();

    return identifiers == null
        ? objects
        : FilterUtils.filter(
            objects,
            new Filter<ValidationRule>() {
              public boolean retain(ValidationRule object) {
                return identifiers.contains(object.getId());
              }
            });
  }
  public Collection<Period> getPeriods(final Collection<Integer> identifiers) {
    Collection<Period> periods = getAllPeriods();

    return identifiers == null
        ? periods
        : FilterUtils.filter(
            periods,
            new Filter<Period>() {
              public boolean retain(Period object) {
                return identifiers.contains(object.getId());
              }
            });
  }
  @Override
  public Collection<ValidationResult> validate(
      Date startDate,
      Date endDate,
      Collection<OrganisationUnit> sources,
      DataElementCategoryOptionCombo attributeCombo,
      ValidationRuleGroup group,
      boolean sendAlerts,
      I18nFormat format) {
    log.info(
        "Validate start:"
            + startDate
            + " end: "
            + endDate
            + " sources: "
            + sources.size()
            + " group: "
            + group);

    Collection<Period> periods = periodService.getPeriodsBetweenDates(startDate, endDate);
    Collection<ValidationRule> rules = group != null ? group.getMembers() : getAllValidationRules();

    Collection<ValidationResult> results =
        Validator.validate(
            sources,
            periods,
            rules,
            attributeCombo,
            null,
            constantService,
            expressionService,
            periodService,
            dataValueService,
            dataElementCategoryService,
            userService,
            currentUserService);

    formatPeriods(results, format);

    if (sendAlerts) {
      Set<ValidationResult> resultsToAlert = new HashSet<>(results);
      FilterUtils.filter(resultsToAlert, new ValidationResultToAlertFilter());
      postAlerts(resultsToAlert, new Date());
    }

    return results;
  }
  private List<Period> getPeriodsForDataSet(int id) {
    DataSet dataSet = dataSetService.getDataSet(id);

    if (dataSet == null) {
      return new ArrayList<Period>();
    }

    CalendarPeriodType periodType = (CalendarPeriodType) dataSet.getPeriodType();
    List<Period> periods = periodType.generateLast5Years(new Date());
    FilterUtils.filter(periods, new PastAndCurrentPeriodFilter());
    Collections.reverse(periods);

    if (periods.size() > 10) {
      periods = periods.subList(0, 10);
    }

    return periods;
  }
  public String execute() throws Exception {

    String periodType = "Quarterly";

    // periodType = periodType != null && !periodType.isEmpty() ? periodType :
    // MonthlyPeriodType.NAME;

    CalendarPeriodType _periodType =
        (CalendarPeriodType) CalendarPeriodType.getPeriodTypeByName(periodType);

    int thisYear = Calendar.getInstance().get(Calendar.YEAR);

    int currentYear = (Integer) SessionUtils.getSessionVar(SessionUtils.KEY_CURRENT_YEAR, thisYear);

    Calendar cal = PeriodType.createCalendarInstance();

    // Cannot go to next year if current year equals this year

    if (!(currentYear == thisYear && year > 0)) {
      cal.set(Calendar.YEAR, currentYear);
      cal.add(Calendar.YEAR, year);

      SessionUtils.setSessionVar(SessionUtils.KEY_CURRENT_YEAR, cal.get(Calendar.YEAR));
    }

    periods = _periodType.generatePeriods(cal.getTime());

    FilterUtils.filter(periods, new PastAndCurrentPeriodFilter());

    Collections.reverse(periods);

    for (Period period : periods) {
      period.setName(format.formatPeriod(period));
    }

    return SUCCESS;
  }
  private InternalMapLayer getSingleInternalMapLayer(MapView mapView, User user, Date date) {
    if (mapView == null) {
      return null;
    }

    List<OrganisationUnit> atLevels = new ArrayList<OrganisationUnit>();
    List<OrganisationUnit> inGroups = new ArrayList<OrganisationUnit>();

    if (mapView.hasOrganisationUnitLevels()) {
      atLevels.addAll(
          organisationUnitService.getOrganisationUnitsAtLevels(
              mapView.getOrganisationUnitLevels(), mapView.getOrganisationUnits()));
    }

    if (mapView.hasItemOrganisationUnitGroups()) {
      inGroups.addAll(
          organisationUnitService.getOrganisationUnits(
              mapView.getItemOrganisationUnitGroups(), mapView.getOrganisationUnits()));
    }

    date = date != null ? date : new Date();

    mapView.init(user, date, null, atLevels, inGroups, null);

    List<OrganisationUnit> organisationUnits = mapView.getAllOrganisationUnits();

    FilterUtils.filter(organisationUnits, new OrganisationUnitWithCoordinatesFilter());

    java.util.Map<String, OrganisationUnit> uidOuMap = new HashMap<String, OrganisationUnit>();

    for (OrganisationUnit ou : organisationUnits) {
      uidOuMap.put(ou.getUid(), ou);
    }

    String name = mapView.getName();

    Period period = null;

    if (!mapView.getPeriods().isEmpty()) // TODO integrate with BaseAnalyticalObject
    {
      period = mapView.getPeriods().get(0);
    } else if (mapView.getRelatives() != null) {
      period = mapView.getRelatives().getRelativePeriods(date, null, false).get(0);
    }

    Integer radiusLow =
        mapView.getRadiusLow() != null ? mapView.getRadiusLow() : DEFAULT_RADIUS_LOW;
    Integer radiusHigh =
        mapView.getRadiusHigh() != null ? mapView.getRadiusHigh() : DEFAULT_RADIUS_HIGH;

    // Get the low and high colors, typically in hexadecimal form, e.g. #ff3200
    Color colorLow =
        MapUtils.createColorFromString(
            StringUtils.trimToNull(mapView.getColorLow()) != null
                ? mapView.getColorLow()
                : DEFAULT_COLOR_LOW);
    Color colorHigh =
        MapUtils.createColorFromString(
            StringUtils.trimToNull(mapView.getColorHigh()) != null
                ? mapView.getColorHigh()
                : DEFAULT_COLOR_HIGH);

    Float opacity =
        mapView.getOpacity() != null ? mapView.getOpacity().floatValue() : DEFAULT_OPACITY;

    // TODO MapView should be extended to feature stroke color
    Color strokeColor = MapUtils.createColorFromString(DEFAULT_STROKE_COLOR);

    // TODO MapView might be extended to feature stroke width
    int strokeWidth = DEFAULT_STROKE_WIDTH;

    boolean hasLegendSet = mapView.hasLegendSet();

    // Create and setup an internal layer
    InternalMapLayer mapLayer = new InternalMapLayer();
    mapLayer.setName(name);
    mapLayer.setPeriod(period);
    mapLayer.setRadiusLow(radiusLow);
    mapLayer.setRadiusHigh(radiusHigh);
    mapLayer.setColorLow(colorLow);
    mapLayer.setColorHigh(colorHigh);
    mapLayer.setOpacity(opacity);
    mapLayer.setClasses(mapView.getClasses());
    mapLayer.setStrokeColor(strokeColor);
    mapLayer.setStrokeWidth(strokeWidth);

    if (!mapView.isDataLayer()) // Boundary (and facility) layer
    {
      for (OrganisationUnit unit : organisationUnits) {
        mapLayer.addBoundaryMapObject(unit);
      }
    } else // Thematic layer
    {
      Collection<MapValue> mapValues = getAggregatedMapValues(mapView);

      if (mapValues.isEmpty()) {
        return null;
      }

      // Build and set the internal GeoTools map objects for the layer

      for (MapValue mapValue : mapValues) {
        OrganisationUnit orgUnit = uidOuMap.get(mapValue.getOu());

        if (orgUnit != null) {
          mapLayer.addDataMapObject(mapValue.getValue(), orgUnit);
        }
      }

      if (!mapLayer.hasMapObjects()) {
        return null;
      }

      // Create an interval set for this map layer that distributes its map
      // objects into their respective intervals

      if (hasLegendSet) {
        mapLayer.setIntervalSetFromLegendSet(mapView.getLegendSet());
        mapLayer.distributeAndUpdateMapObjectsInIntervalSet();
      } else {
        mapLayer.setAutomaticIntervalSet(
            DistributionStrategy.STRATEGY_EQUAL_RANGE, mapLayer.getClasses());
        mapLayer.distributeAndUpdateMapObjectsInIntervalSet();
      }

      // Update the radius of each map object in this map layer according to
      // its map object's highest and lowest values

      mapLayer.applyInterpolatedRadii();
    }

    return mapLayer;
  }
  @Transactional
  public void export(
      Collection<Integer> dataElementIds,
      Collection<Integer> indicatorIds,
      Collection<Integer> periodIds,
      Collection<Integer> organisationUnitIds,
      Collection<Integer> organisationUnitGroupIds,
      TaskId id) {
    final int cpuCores = SystemUtils.getCpuCores();

    Clock clock =
        new Clock()
            .startClock()
            .logTime(
                "Data mart export process started, number of CPU cores: "
                    + cpuCores
                    + ", "
                    + SystemUtils.getMemoryString());
    notifier.clear(id, DATAMART).notify(id, DATAMART, "Data mart export process started");

    // ---------------------------------------------------------------------
    // Recreate temporary tables
    // ---------------------------------------------------------------------

    dataMartManager.dropTempAggregatedTables();
    dataMartManager.createTempAggregatedTables();

    clock.logTime("Recreated temporary tables");

    // ---------------------------------------------------------------------
    // Replace null with empty collection
    // ---------------------------------------------------------------------

    dataElementIds = dataElementIds != null ? dataElementIds : new ArrayList<Integer>();
    indicatorIds = indicatorIds != null ? indicatorIds : new ArrayList<Integer>();
    periodIds = periodIds != null ? periodIds : new ArrayList<Integer>();
    organisationUnitIds =
        organisationUnitIds != null ? organisationUnitIds : new ArrayList<Integer>();
    organisationUnitGroupIds =
        organisationUnitGroupIds != null ? organisationUnitGroupIds : new ArrayList<Integer>();

    clock.logTime(
        "Data elements: "
            + dataElementIds.size()
            + ", indicators: "
            + indicatorIds.size()
            + ", periods: "
            + periodIds.size()
            + ", org units: "
            + organisationUnitIds.size());

    // ---------------------------------------------------------------------
    // Get objects
    // ---------------------------------------------------------------------

    final Collection<Indicator> indicators = indicatorService.getIndicators(indicatorIds);
    final Collection<Period> periods = periodService.getPeriods(periodIds);
    final List<OrganisationUnit> organisationUnits =
        new ArrayList<OrganisationUnit>(
            organisationUnitService.getOrganisationUnits(organisationUnitIds));
    final Collection<OrganisationUnitGroup> organisationUnitGroups =
        organisationUnitGroupService.getOrganisationUnitGroups(organisationUnitGroupIds);
    final Collection<DataElement> dataElements = dataElementService.getDataElements(dataElementIds);

    clock.logTime("Retrieved meta-data objects");
    notifier.notify(id, DATAMART, "Filtering meta-data");

    // ---------------------------------------------------------------------
    // Filter objects
    // ---------------------------------------------------------------------

    organisationUnitService.filterOrganisationUnitsWithoutData(organisationUnits);
    FilterUtils.filter(dataElements, new AggregatableDataElementFilter());
    FilterUtils.filter(dataElements, new DataElementWithAggregationFilter());
    expressionService.filterInvalidIndicators(indicators);

    clock.logTime("Filtered objects");
    notifier.notify(id, DATAMART, "Loading indicators");

    // ---------------------------------------------------------------------
    // Explode indicator expressions
    // ---------------------------------------------------------------------

    for (Indicator indicator : indicators) {
      indicator.setExplodedNumerator(expressionService.explodeExpression(indicator.getNumerator()));
      indicator.setExplodedDenominator(
          expressionService.explodeExpression(indicator.getDenominator()));
    }

    clock.logTime("Exploded indicator expressions");
    notifier.notify(id, DATAMART, "Loading data elements");

    // ---------------------------------------------------------------------
    // Get operands
    // ---------------------------------------------------------------------

    final Collection<DataElementOperand> dataElementOperands =
        categoryService.getOperands(dataElements);
    final List<DataElementOperand> indicatorOperands =
        new ArrayList<DataElementOperand>(
            categoryService.populateOperands(
                expressionService.getOperandsInIndicators(indicators)));

    Set<DataElementOperand> allOperands = new HashSet<DataElementOperand>();
    allOperands.addAll(dataElementOperands);
    allOperands.addAll(indicatorOperands);

    clock.logTime("Retrieved operands: " + allOperands.size());
    notifier.notify(id, DATAMART, "Loading periods");

    // ---------------------------------------------------------------------
    // Filter out future periods
    // ---------------------------------------------------------------------

    FilterUtils.filter(periods, new PastAndCurrentPeriodFilter());

    clock.logTime("Number of periods: " + periods.size());
    notifier.notify(id, DATAMART, "Filtering data elements without data");

    // ---------------------------------------------------------------------
    // Remove operands without data
    // ---------------------------------------------------------------------

    allOperands = dataMartManager.getOperandsWithData(allOperands);

    indicatorOperands.retainAll(allOperands);

    clock.logTime(
        "Number of operands with data: "
            + allOperands.size()
            + ", "
            + SystemUtils.getMemoryString());
    notifier.notify(id, DATAMART, "Populating crosstabulation table");

    // ---------------------------------------------------------------------
    // Create crosstabtable
    // ---------------------------------------------------------------------

    final Collection<Integer> intersectingPeriodIds =
        ConversionUtils.getIdentifiers(Period.class, periodService.getIntersectionPeriods(periods));
    final PeriodHierarchy periodHierarchy = periodService.getPeriodHierarchy(periods);
    final Set<Integer> orgUnitChildrenIds =
        organisationUnitService.getOrganisationUnitHierarchy().getChildren(organisationUnitIds);
    final List<Integer> crossTabOrgUnitIds = new ArrayList<Integer>(orgUnitChildrenIds);

    final String key = crossTabService.createCrossTabTable(crossTabOrgUnitIds);

    final List<DataElementOperand> operandList = new ArrayList<DataElementOperand>(allOperands);
    Collections.shuffle(operandList);

    final List<List<DataElementOperand>> operandPages =
        new PaginatedList<DataElementOperand>(operandList).setNumberOfPages(cpuCores).getPages();

    List<Future<?>> crossTabFutures = new ArrayList<Future<?>>();

    for (List<DataElementOperand> operandPage : operandPages) {
      crossTabFutures.add(
          crossTabService.populateCrossTabTable(
              operandPage, intersectingPeriodIds, crossTabOrgUnitIds, key));
    }

    ConcurrentUtils.waitForCompletion(crossTabFutures);

    clock.logTime("Populated crosstab table, " + SystemUtils.getMemoryString());
    notifier.notify(id, DATAMART, "Exporting data element data");

    final boolean isDataElements = true;

    final boolean isIndicators = indicators != null && indicators.size() > 0;

    final int groupLevel =
        (Integer)
            systemSettingManager.getSystemSetting(
                KEY_ORGUNITGROUPSET_AGG_LEVEL, DEFAULT_ORGUNITGROUPSET_AGG_LEVEL);

    final boolean isGroups =
        organisationUnitGroups != null && organisationUnitGroups.size() > 0 && groupLevel > 0;

    if (isDataElements) {
      // -----------------------------------------------------------------
      // 1. Export data element values
      // -----------------------------------------------------------------

      if (operandList.size() > 0) {
        final OrganisationUnitHierarchy orgUnitHierarchy =
            organisationUnitService
                .getOrganisationUnitHierarchy()
                .prepareChildren(organisationUnits);

        List<Future<?>> futures = new ArrayList<Future<?>>();

        for (List<DataElementOperand> operandPage : operandPages) {
          futures.add(
              dataElementDataMart.exportDataValues(
                  operandPage,
                  periods,
                  organisationUnits,
                  null,
                  periodHierarchy,
                  orgUnitHierarchy,
                  AggregatedDataValueTempBatchHandler.class,
                  key));
        }

        ConcurrentUtils.waitForCompletion(futures);
      }

      clock.logTime(
          "Exported values for data element operands ("
              + operandList.size()
              + "), pages: "
              + operandPages.size()
              + ", "
              + SystemUtils.getMemoryString());
      notifier.notify(id, DATAMART, "Dropping data element index");

      // -----------------------------------------------------------------
      // 2. Drop data element index
      // -----------------------------------------------------------------

      dataMartManager.dropDataValueIndex();

      clock.logTime("Dropped data element index");
      notifier.notify(id, DATAMART, "Deleting existing data element data");

      // -----------------------------------------------------------------
      // 3. Delete existing aggregated data values
      // -----------------------------------------------------------------

      dataMartManager.deleteAggregatedDataValues(periodIds);

      clock.logTime("Deleted existing data element data");
      notifier.notify(id, DATAMART, "Copying data element data from temporary table");

      // -----------------------------------------------------------------
      // 4. Copy aggregated data values from temporary table
      // -----------------------------------------------------------------

      dataMartManager.copyAggregatedDataValuesFromTemp();

      clock.logTime("Copied data element data from temporary table");
      notifier.notify(id, DATAMART, "Creating data element index");

      // -----------------------------------------------------------------
      // 5. Create data element index
      // -----------------------------------------------------------------

      dataMartManager.createDataValueIndex();

      clock.logTime("Created data element index");
    }

    if (isGroups && isDataElements) {
      // -----------------------------------------------------------------
      // 1. Export data element values
      // -----------------------------------------------------------------

      notifier.notify(id, DATAMART, "Exporting data element org unit data");

      Collection<OrganisationUnit> groupOrganisationUnits =
          new HashSet<OrganisationUnit>(organisationUnits);

      FilterUtils.filter(
          groupOrganisationUnits, new OrganisationUnitAboveOrEqualToLevelFilter(groupLevel));

      if (operandList.size() > 0) {
        final OrganisationUnitHierarchy orgUnitHierarchy =
            organisationUnitService
                .getOrganisationUnitHierarchy()
                .prepareChildren(groupOrganisationUnits, organisationUnitGroups);

        List<Future<?>> futures = new ArrayList<Future<?>>();

        for (List<DataElementOperand> operandPage : operandPages) {
          futures.add(
              dataElementDataMart.exportDataValues(
                  operandPage,
                  periods,
                  groupOrganisationUnits,
                  organisationUnitGroups,
                  periodHierarchy,
                  orgUnitHierarchy,
                  AggregatedOrgUnitDataValueTempBatchHandler.class,
                  key));
        }

        ConcurrentUtils.waitForCompletion(futures);
      }

      clock.logTime(
          "Exported values for data element operands ("
              + operandList.size()
              + "), pages: "
              + operandPages.size()
              + ", "
              + SystemUtils.getMemoryString());
      notifier.notify(id, DATAMART, "Dropping data element data indexes");

      // -----------------------------------------------------------------
      // 2. Drop data element index
      // -----------------------------------------------------------------

      dataMartManager.dropOrgUnitDataValueIndex();

      clock.logTime("Dropped org unit data element index");
      notifier.notify(id, DATAMART, "Deleting existing org unit data element data");

      // -----------------------------------------------------------------
      // 3. Delete existing aggregated data values
      // -----------------------------------------------------------------

      dataMartManager.deleteAggregatedOrgUnitDataValues(periodIds);

      clock.logTime("Deleted existing aggregated org unit datavalues");
      notifier.notify(id, DATAMART, "Copying org unit data element data");

      // -----------------------------------------------------------------
      // 4. Copy aggregated org unit data values from temporary table
      // -----------------------------------------------------------------

      dataMartManager.copyAggregatedOrgUnitDataValuesFromTemp();

      clock.logTime("Copied org unit data element data from temporary table");
      notifier.notify(id, DATAMART, "Creating org unit data element index");

      // -----------------------------------------------------------------
      // 5. Create org unit data element index
      // -----------------------------------------------------------------

      dataMartManager.createOrgUnitDataValueIndex();

      clock.logTime("Created org unit data element index");
      notifier.notify(id, DATAMART, "Exporting data for org unit indicator data");
    }

    crossTabService.dropCrossTabTable(key);

    List<List<OrganisationUnit>> organisationUnitPages =
        new PaginatedList<OrganisationUnit>(organisationUnits)
            .setNumberOfPages(cpuCores)
            .getPages();

    if (isIndicators) {
      // -----------------------------------------------------------------
      // 1. Create and populate aggregated data cache
      // -----------------------------------------------------------------

      notifier.notify(id, DATAMART, "Populating aggregated data cache");

      crossTabService.createAggregatedDataCache(indicatorOperands, key);

      List<Future<?>> aggregatedDataCacheFutures = new ArrayList<Future<?>>();

      for (List<OrganisationUnit> organisationUnitPage : organisationUnitPages) {
        aggregatedDataCacheFutures.add(
            crossTabService.populateAggregatedDataCache(
                indicatorOperands, periods, organisationUnitPage, key));
      }

      ConcurrentUtils.waitForCompletion(aggregatedDataCacheFutures);

      clock.logTime(
          "Created aggregated data cache, number of indicator operands: "
              + indicatorOperands.size());
      notifier.notify(id, DATAMART, "Exporting indicator data");

      // -----------------------------------------------------------------
      // 2. Export indicator values
      // -----------------------------------------------------------------

      List<Future<?>> futures = new ArrayList<Future<?>>();

      for (List<OrganisationUnit> organisationUnitPage : organisationUnitPages) {
        futures.add(
            indicatorDataMart.exportIndicatorValues(
                indicators,
                periods,
                organisationUnitPage,
                null,
                indicatorOperands,
                AggregatedIndicatorValueTempBatchHandler.class,
                key));
      }

      ConcurrentUtils.waitForCompletion(futures);

      clock.logTime(
          "Exported values for indicators ("
              + indicators.size()
              + "), pages: "
              + organisationUnitPages.size()
              + ", "
              + SystemUtils.getMemoryString());
      notifier.notify(id, DATAMART, "Dropping indicator index");

      // -----------------------------------------------------------------
      // 3. Drop aggregated data cache and indicator index
      // -----------------------------------------------------------------

      crossTabService.dropAggregatedDataCache(key);
      dataMartManager.dropIndicatorValueIndex();

      clock.logTime("Dropped indicator index, " + SystemUtils.getMemoryString());
      notifier.notify(id, DATAMART, "Deleting existing indicator data");

      // -----------------------------------------------------------------
      // 4. Delete existing aggregated indicator values
      // -----------------------------------------------------------------

      dataMartManager.deleteAggregatedIndicatorValues(periodIds);

      clock.logTime("Deleted existing indicator data");
      notifier.notify(id, DATAMART, "Copying indicator data from temporary table");

      // -----------------------------------------------------------------
      // 5. Copy aggregated data values from temporary table
      // -----------------------------------------------------------------

      dataMartManager.copyAggregatedIndicatorValuesFromTemp();

      clock.logTime("Copied indicator data from temporary table");
      notifier.notify(id, DATAMART, "Creating indicator index");

      // -----------------------------------------------------------------
      // 6. Create indicator index
      // -----------------------------------------------------------------

      dataMartManager.createIndicatorValueIndex();

      clock.logTime("Created indicator index");
    }

    if (isGroups && isIndicators) {
      // -----------------------------------------------------------------
      // 1. Create aggregated data cache
      // -----------------------------------------------------------------

      notifier.notify(id, DATAMART, "Populating aggregated data cache");

      crossTabService.createAggregatedOrgUnitDataCache(indicatorOperands, key);

      List<Future<?>> aggregatedDataCacheFutures = new ArrayList<Future<?>>();

      for (List<OrganisationUnit> organisationUnitPage : organisationUnitPages) {
        aggregatedDataCacheFutures.add(
            crossTabService.populateAggregatedOrgUnitDataCache(
                indicatorOperands, periods, organisationUnitPage, organisationUnitGroups, key));
      }

      ConcurrentUtils.waitForCompletion(aggregatedDataCacheFutures);

      clock.logTime("Created aggregated org unit data cache");
      notifier.notify(id, DATAMART, "Exporting org unit indicator data");

      // -----------------------------------------------------------------
      // 2. Export indicator values
      // -----------------------------------------------------------------

      List<Future<?>> futures = new ArrayList<Future<?>>();

      for (List<OrganisationUnit> organisationUnitPage : organisationUnitPages) {
        futures.add(
            indicatorDataMart.exportIndicatorValues(
                indicators,
                periods,
                organisationUnitPage,
                organisationUnitGroups,
                indicatorOperands,
                AggregatedOrgUnitIndicatorValueTempBatchHandler.class,
                key));
      }

      ConcurrentUtils.waitForCompletion(futures);

      clock.logTime(
          "Exported values for indicators ("
              + indicators.size()
              + "), pages: "
              + organisationUnitPages.size()
              + ", "
              + SystemUtils.getMemoryString());
      notifier.notify(id, DATAMART, "Dropping org unit indicator index");

      // -----------------------------------------------------------------
      // 3. Drop aggregated data cache and indicator index
      // -----------------------------------------------------------------

      crossTabService.dropAggregatedOrgUnitDataCache(key);
      dataMartManager.dropOrgUnitIndicatorValueIndex();

      clock.logTime("Dropped org unit indicator index, " + SystemUtils.getMemoryString());
      notifier.notify(id, DATAMART, "Deleting existing org unit indicator data");

      // -----------------------------------------------------------------
      // 4. Delete existing aggregated indicator values
      // -----------------------------------------------------------------

      dataMartManager.deleteAggregatedOrgUnitIndicatorValues(periodIds);

      clock.logTime("Deleted existing aggregated org unit indicatorvalues");
      notifier.notify(id, DATAMART, "Copying org unit indicator data from temporary table");

      // -----------------------------------------------------------------
      // 5. Copy aggregated org unit indicator values from temp table
      // -----------------------------------------------------------------

      dataMartManager.copyAggregatedOrgUnitIndicatorValuesFromTemp();

      clock.logTime("Copied org unit indicator data from temporary table");
      notifier.notify(id, DATAMART, "Creating org unit indicator indexes");

      // -----------------------------------------------------------------
      // 6. Create org unit indicator index
      // -----------------------------------------------------------------

      dataMartManager.createOrgUnitIndicatorValueIndex();

      clock.logTime("Created org unit indicator index");
    }

    // ---------------------------------------------------------------------
    // Drop temporary tables
    // ---------------------------------------------------------------------

    dataMartManager.dropTempAggregatedTables();

    clock.logTime("Dropped crosstab table");
    clock.logTime("Data mart export process completed");
    notifier.notify(id, DATAMART, INFO, "Data mart process completed", true);
  }