@Override
public Map<DataElementOperand, Double> getAggregatedValues(
final Collection<DataElementOperand> operands,
final Period period,
int unitLevel,
final Collection<Integer> organisationUnits,
String key) {
if (CollectionUtils.isEmpty(operands)) {
return EMPTY_MAP;
}
final Collection<CrossTabDataValue> crossTabValues =
crossTabService.getCrossTabDataValues(
operands,
aggregationCache.getPeriodsBetweenDates(period.getStartDate(), period.getEndDate()),
organisationUnits,
key);
final Map<DataElementOperand, Double> values = new HashMap<>(); // <Operand, total value>
for (final CrossTabDataValue crossTabValue : crossTabValues) {
final int dataValueLevel =
aggregationCache.getLevelOfOrganisationUnit(crossTabValue.getSourceId());
for (final Entry<DataElementOperand, String> entry :
crossTabValue.getValueMap().entrySet()) // <Operand, value>
{
if (entry.getValue() != null
&& entry.getKey().aggregationLevelIsValid(unitLevel, dataValueLevel)) {
double value = 0.0;
try {
value = Double.parseDouble(entry.getValue());
} catch (NumberFormatException ex) {
log.warn("Value skipped, not numeric: '" + entry.getValue());
continue;
}
final Double current = values.get(entry.getKey());
value += current != null ? current : 0.0;
values.put(entry.getKey(), value);
}
}
}
return values;
}
@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);
}