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Re: [Branch ~dhis2-devs-core/dhis2/trunk] Rev 3841: Data mart: caching aggregated data values in a denormalized in-memory db table during dataelement...

 

Or, cloud based systems, which tend to have plenty of disk, but little memory.


2011/6/6 Lars Helge Øverland <larshelge@xxxxxxxxx>:
>
>
> On Mon, Jun 6, 2011 at 7:22 AM, Jason Pickering
> <jason.p.pickering@xxxxxxxxx> wrote:
>>
>> Sounds good. Going forward it might make sense to offer this as part
>> of the aggregation strategy, namely whether to use an in-memory DB (if
>> you have plenty of memory) or disk (if you do not).
>>
>
> Yes I agree.. In my tests this db never used more than ~ 400 MB of memory so
> should not be a problem on server setups, but it might be on standalone
> installations on weaker computers..
>
>>
>> On Sun, Jun 5, 2011 at 6:47 PM,  <noreply@xxxxxxxxxxxxx> wrote:
>> > Merge authors:
>> >  Lars Helge Øverland (larshelge)
>> > ------------------------------------------------------------
>> > revno: 3841 [merge]
>> > committer: Lars Helge Overland <larshelge@xxxxxxxxx>
>> > branch nick: dhis2
>> > timestamp: Sun 2011-06-05 18:45:59 +0200
>> > message:
>> >  Data mart: caching aggregated data values in a denormalized in-memory
>> > db table during dataelement export process and reading from that cache
>> > during indicator export. Total processing time on my complete export
>> > benchmark kenya database down 63 %.
>> > added:
>> >
>> >  dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/DataElementOperandList.java
>> > modified:
>> >
>> >  dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/crosstab/CrossTabService.java
>> >
>> >  dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/crosstab/DefaultCrossTabService.java
>> >
>> >  dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/crosstab/jdbc/CrossTabStore.java
>> >
>> >  dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/crosstab/jdbc/JDBCCrossTabStore.java
>> >
>> >  dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/dataelement/DataElementDataMart.java
>> >
>> >  dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/dataelement/DefaultDataElementDataMart.java
>> >
>> >  dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/engine/DefaultDataMartEngine.java
>> >
>> >  dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/indicator/DefaultIndicatorDataMart.java
>> >
>> >  dhis-2/dhis-services/dhis-service-datamart-default/src/main/resources/META-INF/dhis/beans.xml
>> >
>> >  dhis-2/dhis-services/dhis-service-datamart-default/src/test/java/org/hisp/dhis/datamart/crosstab/CrossTabServiceTest.java
>> >
>> >  dhis-2/dhis-services/dhis-service-datamart-default/src/test/java/org/hisp/dhis/datamart/crosstab/CrossTabStoreTest.java
>> >
>> >
>> > --
>> > lp:dhis2
>> > https://code.launchpad.net/~dhis2-devs-core/dhis2/trunk
>> >
>> > Your team DHIS 2 developers is subscribed to branch lp:dhis2.
>> > To unsubscribe from this branch go to
>> > https://code.launchpad.net/~dhis2-devs-core/dhis2/trunk/+edit-subscription
>> >
>> > === added file
>> > 'dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/DataElementOperandList.java'
>> > ---
>> > dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/DataElementOperandList.java
>> > 1970-01-01 00:00:00 +0000
>> > +++
>> > dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/DataElementOperandList.java
>> > 2011-06-05 16:40:42 +0000
>> > @@ -0,0 +1,63 @@
>> > +package org.hisp.dhis.datamart;
>> > +
>> > +import java.util.Arrays;
>> > +import java.util.List;
>> > +
>> > +import org.hisp.dhis.dataelement.DataElementOperand;
>> > +import org.hisp.dhis.organisationunit.OrganisationUnit;
>> > +import org.hisp.dhis.period.Period;
>> > +
>> > +public class DataElementOperandList
>> > +{
>> > +    private List<DataElementOperand> operands;
>> > +
>> > +    private Object[] valueList;
>> > +
>> > +    private boolean hasValues;
>> > +
>> > +    public DataElementOperandList( List<DataElementOperand> operands )
>> > +    {
>> > +        this.operands = operands;
>> > +    }
>> > +
>> > +    public void init( Period period, OrganisationUnit unit )
>> > +    {
>> > +        this.hasValues = false;
>> > +
>> > +        if ( valid() )
>> > +        {
>> > +            this.valueList = new Object[operands.size() + 2];
>> > +            this.valueList[0] = period.getId();
>> > +            this.valueList[1] = unit.getId();
>> > +        }
>> > +    }
>> > +
>> > +    public void addValue( DataElementOperand operand, Double value )
>> > +    {
>> > +        if ( valid() )
>> > +        {
>> > +            final int index = operands.indexOf( operand );
>> > +
>> > +            if ( index != -1 && value != null )
>> > +            {
>> > +                this.valueList[index + 2] = value;
>> > +                this.hasValues = true;
>> > +            }
>> > +        }
>> > +    }
>> > +
>> > +    public List<Object> getList()
>> > +    {
>> > +        return valid() ? Arrays.asList( this.valueList ) : null;
>> > +    }
>> > +
>> > +    public boolean valid()
>> > +    {
>> > +        return operands != null && operands.size() > 0;
>> > +    }
>> > +
>> > +    public boolean hasValues()
>> > +    {
>> > +        return hasValues;
>> > +    }
>> > +}
>> >
>> > === modified file
>> > 'dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/crosstab/CrossTabService.java'
>> > ---
>> > dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/crosstab/CrossTabService.java
>> >       2011-06-04 13:52:42 +0000
>> > +++
>> > dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/crosstab/CrossTabService.java
>> >       2011-06-04 16:56:41 +0000
>> > @@ -29,6 +29,7 @@
>> >
>> >  import java.util.Collection;
>> >  import java.util.List;
>> > +import java.util.Map;
>> >  import java.util.Set;
>> >
>> >  import org.hisp.dhis.dataelement.DataElementOperand;
>> > @@ -67,6 +68,10 @@
>> >      */
>> >     void dropCrossTabTable( String key );
>> >
>> > +    void createAggregatedDataCache( List<DataElementOperand> operands,
>> > String key );
>> > +
>> > +    void dropAggregatedDataCache( String key );
>> > +
>> >     /**
>> >      * Gets all CrossTabDataValues for the given collection of period
>> > ids and source ids.
>> >      *
>> > @@ -88,4 +93,7 @@
>> >      */
>> >     Collection<CrossTabDataValue> getCrossTabDataValues(
>> > Collection<DataElementOperand> operands, Collection<Integer> periodIds,
>> >         int sourceId, String key );
>> > +
>> > +    Map<DataElementOperand, Double> getAggregatedDataCacheValue(
>> > Collection<DataElementOperand> operands,
>> > +        int periodId, int sourceId, String key );
>> >  }
>> >
>> > === modified file
>> > 'dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/crosstab/DefaultCrossTabService.java'
>> > ---
>> > dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/crosstab/DefaultCrossTabService.java
>> >        2011-06-04 13:52:42 +0000
>> > +++
>> > dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/crosstab/DefaultCrossTabService.java
>> >        2011-06-04 16:56:41 +0000
>> > @@ -106,9 +106,8 @@
>> >             crossTabStore.dropCrossTabTable( key );
>> >             crossTabStore.createCrossTabTable( operands, key );
>> >
>> > -            final BatchHandler<Object> batchHandler =
>> > batchHandlerFactory.createBatchHandler( GenericBatchHandler.class );
>> > -            batchHandler.setTableName( CrossTabStore.TABLE_PREFIX + key
>> > );
>> > -            batchHandler.init();
>> > +            final BatchHandler<Object> batchHandler =
>> > batchHandlerFactory.createBatchHandler( GenericBatchHandler.class ).
>> > +                setTableName( CrossTabStore.CROSSTAB_TABLE_PREFIX + key
>> > ).init();
>> >
>> >             for ( final Integer periodId : periodIds )
>> >             {
>> > @@ -161,6 +160,16 @@
>> >         crossTabStore.dropCrossTabTable( key );
>> >     }
>> >
>> > +    public void createAggregatedDataCache( List<DataElementOperand>
>> > operands, String key )
>> > +    {
>> > +        crossTabStore.createAggregatedDataCache( operands, key );
>> > +    }
>> > +
>> > +    public void dropAggregatedDataCache( String key )
>> > +    {
>> > +        crossTabStore.dropAggregatedDataCache( key );
>> > +    }
>> > +
>> >     public Collection<CrossTabDataValue> getCrossTabDataValues(
>> > Collection<DataElementOperand> operands,
>> >         Collection<Integer> periodIds, Collection<Integer> sourceIds,
>> > String key )
>> >     {
>> > @@ -172,6 +181,12 @@
>> >     {
>> >         return crossTabStore.getCrossTabDataValues( operands, periodIds,
>> > sourceId, key );
>> >     }
>> > +
>> > +    public Map<DataElementOperand, Double> getAggregatedDataCacheValue(
>> > Collection<DataElementOperand> operands,
>> > +        int periodId, int sourceId, String key )
>> > +    {
>> > +        return crossTabStore.getAggregatedDataCacheValue( operands,
>> > periodId, sourceId, key );
>> > +    }
>> >
>> >     //
>> > -------------------------------------------------------------------------
>> >     // Supportive methods
>> >
>> > === modified file
>> > 'dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/crosstab/jdbc/CrossTabStore.java'
>> > ---
>> > dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/crosstab/jdbc/CrossTabStore.java
>> >    2011-06-04 13:52:42 +0000
>> > +++
>> > dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/crosstab/jdbc/CrossTabStore.java
>> >    2011-06-04 16:56:41 +0000
>> > @@ -29,6 +29,7 @@
>> >
>> >  import java.util.Collection;
>> >  import java.util.List;
>> > +import java.util.Map;
>> >
>> >  import org.hisp.dhis.dataelement.DataElementOperand;
>> >  import org.hisp.dhis.datamart.CrossTabDataValue;
>> > @@ -40,8 +41,8 @@
>> >  public interface CrossTabStore
>> >  {
>> >     final String ID = CrossTabStore.class.getName();
>> > -    final String TABLE_PREFIX = "datavaluecrosstab_";
>> > -    final String TABLE_PREFIX_TRIMMED = "datavaluecrosstabtrimmed_";
>> > +    final String CROSSTAB_TABLE_PREFIX = "crosstab_table_";
>> > +    final String AGGREGATEDDATA_CACHE_PREFIX = "aggregateddata_cache_";
>> >
>> >     /**
>> >      * Creates a crosstab table where the first column is the period
>> > identifier,
>> > @@ -57,6 +58,10 @@
>> >      */
>> >     void dropCrossTabTable( String key );
>> >
>> > +    void createAggregatedDataCache( List<DataElementOperand> operands,
>> > String key );
>> > +
>> > +    void dropAggregatedDataCache( String key );
>> > +
>> >     /**
>> >      * Gets all CrossTabDataValues for the given collection of period
>> > ids and source ids.
>> >      *
>> > @@ -78,4 +83,6 @@
>> >      */
>> >     Collection<CrossTabDataValue> getCrossTabDataValues(
>> > Collection<DataElementOperand> operands, Collection<Integer> periodIds,
>> >         int sourceId, String key );
>> > +
>> > +    Map<DataElementOperand, Double> getAggregatedDataCacheValue(
>> > Collection<DataElementOperand> operands, int periodId, int sourceId, String
>> > key );
>> >  }
>> >
>> > === modified file
>> > 'dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/crosstab/jdbc/JDBCCrossTabStore.java'
>> > ---
>> > dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/crosstab/jdbc/JDBCCrossTabStore.java
>> >        2011-06-04 13:52:42 +0000
>> > +++
>> > dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/crosstab/jdbc/JDBCCrossTabStore.java
>> >        2011-06-04 16:56:41 +0000
>> > @@ -33,7 +33,9 @@
>> >  import java.sql.SQLException;
>> >  import java.util.ArrayList;
>> >  import java.util.Collection;
>> > +import java.util.HashMap;
>> >  import java.util.List;
>> > +import java.util.Map;
>> >
>> >  import org.amplecode.quick.StatementHolder;
>> >  import org.amplecode.quick.StatementManager;
>> > @@ -64,7 +66,7 @@
>> >
>> >     public void createCrossTabTable( List<DataElementOperand> operands,
>> > String key )
>> >     {
>> > -        final StringBuffer sql = new StringBuffer( "CREATE TABLE " +
>> > TABLE_PREFIX + key + " ( " );
>> > +        final StringBuffer sql = new StringBuffer( "CREATE TABLE " +
>> > CROSSTAB_TABLE_PREFIX + key + " ( " );
>> >
>> >         sql.append( "periodid INTEGER NOT NULL, " );
>> >         sql.append( "sourceid INTEGER NOT NULL, " );
>> > @@ -78,14 +80,34 @@
>> >
>> >         statementManager.getHolder().executeUpdate( sql.toString() );
>> >     }
>> > -
>> > +
>> >     public void dropCrossTabTable( String key )
>> >     {
>> > -        final String sql = "DROP TABLE IF EXISTS " + TABLE_PREFIX +
>> > key;
>> > -
>> > -        statementManager.getHolder().executeUpdate( sql );
>> > -    }
>> > -
>> > +        statementManager.getHolder().executeUpdate( "DROP TABLE IF
>> > EXISTS " + CROSSTAB_TABLE_PREFIX + key );
>> > +    }
>> > +
>> > +    public void createAggregatedDataCache( List<DataElementOperand>
>> > operands, String key )
>> > +    {
>> > +        final StringBuffer sql = new StringBuffer( "CREATE TABLE " +
>> > AGGREGATEDDATA_CACHE_PREFIX + key + " ( " );
>> > +
>> > +        sql.append( "periodid INTEGER NOT NULL, " );
>> > +        sql.append( "sourceid INTEGER NOT NULL, " );
>> > +
>> > +        for ( DataElementOperand operand : operands )
>> > +        {
>> > +            sql.append( operand.getColumnName() ).append( " DOUBLE, "
>> > );
>> > +        }
>> > +
>> > +        sql.append( "PRIMARY KEY ( periodid, sourceid ) );" );
>> > +
>> > +        statementManager.getHolder().executeUpdate( sql.toString() );
>> > +    }
>> > +
>> > +    public void dropAggregatedDataCache( String key )
>> > +    {
>> > +        statementManager.getHolder().executeUpdate( "DROP TABLE IF
>> > EXISTS " + AGGREGATEDDATA_CACHE_PREFIX + key );
>> > +    }
>> > +
>> >     //
>> > -------------------------------------------------------------------------
>> >     // CrossTabDataValue
>> >     //
>> > -------------------------------------------------------------------------
>> > @@ -95,7 +117,7 @@
>> >     {
>> >         final StatementHolder holder = statementManager.getHolder();
>> >
>> > -        final String sql = "SELECT * FROM " + TABLE_PREFIX + key + " AS
>> > c WHERE c.periodid IN (" +
>> > +        final String sql = "SELECT * FROM " + CROSSTAB_TABLE_PREFIX +
>> > key + " AS c WHERE c.periodid IN (" +
>> >             getCommaDelimitedString( periodIds ) + ") AND c.sourceid IN
>> > (" + getCommaDelimitedString( sourceIds ) + ")";
>> >
>> >         try
>> > @@ -119,7 +141,7 @@
>> >     {
>> >         final StatementHolder holder = statementManager.getHolder();
>> >
>> > -        final String sql = "SELECT * FROM " + TABLE_PREFIX + key + " AS
>> > c WHERE c.periodid IN (" +
>> > +        final String sql = "SELECT * FROM " + CROSSTAB_TABLE_PREFIX +
>> > key + " AS c WHERE c.periodid IN (" +
>> >             getCommaDelimitedString( periodIds ) + ") AND c.sourceid = "
>> > + sourceId;
>> >
>> >         try
>> > @@ -138,6 +160,44 @@
>> >         }
>> >     }
>> >
>> > +    public Map<DataElementOperand, Double> getAggregatedDataCacheValue(
>> > Collection<DataElementOperand> operands,
>> > +        int periodId, int sourceId, String key )
>> > +    {
>> > +        final StatementHolder holder = statementManager.getHolder();
>> > +
>> > +        final String sql = "SELECT * FROM " +
>> > AGGREGATEDDATA_CACHE_PREFIX + key + " AS a WHERE a.periodid = " + periodId +
>> > " AND a.sourceid = " + sourceId;
>> > +
>> > +        try
>> > +        {
>> > +            final Map<DataElementOperand, Double> valueMap = new
>> > HashMap<DataElementOperand, Double>();
>> > +
>> > +            final ResultSet resultSet =
>> > holder.getStatement().executeQuery( sql );
>> > +
>> > +            if ( resultSet.next() )
>> > +            {
>> > +                for ( DataElementOperand operand : operands )
>> > +                {
>> > +                    final Double columnValue = resultSet.getDouble(
>> > operand.getColumnName() );
>> > +
>> > +                    if ( columnValue != null )
>> > +                    {
>> > +                        valueMap.put( operand, columnValue );
>> > +                    }
>> > +                }
>> > +            }
>> > +
>> > +            return valueMap;
>> > +        }
>> > +        catch ( SQLException ex )
>> > +        {
>> > +            throw new RuntimeException( "Failed to get Map", ex );
>> > +        }
>> > +        finally
>> > +        {
>> > +            holder.close();
>> > +        }
>> > +    }
>> > +
>> >     //
>> > -------------------------------------------------------------------------
>> >     // Supportive methods
>> >     //
>> > -------------------------------------------------------------------------
>> > @@ -156,9 +216,7 @@
>> >
>> >             for ( DataElementOperand operand : operands )
>> >             {
>> > -                final String columnName = operand.getColumnName();
>> > -
>> > -                final String columnValue = resultSet.getString(
>> > columnName );
>> > +                final String columnValue = resultSet.getString(
>> > operand.getColumnName() );
>> >
>> >                 if ( columnValue != null )
>> >                 {
>> >
>> > === modified file
>> > 'dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/dataelement/DataElementDataMart.java'
>> > ---
>> > dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/dataelement/DataElementDataMart.java
>> >        2011-06-03 21:33:10 +0000
>> > +++
>> > dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/dataelement/DataElementDataMart.java
>> >        2011-06-05 16:40:02 +0000
>> > @@ -30,6 +30,7 @@
>> >  import java.util.Collection;
>> >
>> >  import org.hisp.dhis.dataelement.DataElementOperand;
>> > +import org.hisp.dhis.datamart.DataElementOperandList;
>> >  import org.hisp.dhis.organisationunit.OrganisationUnit;
>> >  import org.hisp.dhis.period.Period;
>> >
>> > @@ -39,5 +40,5 @@
>> >  public interface DataElementDataMart
>> >  {
>> >     int exportDataValues( Collection<DataElementOperand> operands,
>> > Collection<Period> periods,
>> > -        Collection<OrganisationUnit> organisationUnits, String key );
>> > +        Collection<OrganisationUnit> organisationUnits,
>> > DataElementOperandList operandList, String key );
>> >  }
>> >
>> > === modified file
>> > 'dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/dataelement/DefaultDataElementDataMart.java'
>> > ---
>> > dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/dataelement/DefaultDataElementDataMart.java
>> > 2011-06-03 21:33:10 +0000
>> > +++
>> > dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/dataelement/DefaultDataElementDataMart.java
>> > 2011-06-05 16:40:02 +0000
>> > @@ -28,6 +28,7 @@
>> >  */
>> >
>> >  import static org.hisp.dhis.system.util.MathUtils.getRounded;
>> > +import static org.hisp.dhis.datamart.crosstab.jdbc.CrossTabStore.*;
>> >
>> >  import java.util.Collection;
>> >  import java.util.HashMap;
>> > @@ -40,9 +41,11 @@
>> >  import org.apache.commons.logging.LogFactory;
>> >  import org.hisp.dhis.aggregation.AggregatedDataValue;
>> >  import org.hisp.dhis.dataelement.DataElementOperand;
>> > +import org.hisp.dhis.datamart.DataElementOperandList;
>> >  import org.hisp.dhis.datamart.aggregation.cache.AggregationCache;
>> >  import
>> > org.hisp.dhis.datamart.aggregation.dataelement.DataElementAggregator;
>> >  import org.hisp.dhis.jdbc.batchhandler.AggregatedDataValueBatchHandler;
>> > +import org.hisp.dhis.jdbc.batchhandler.GenericBatchHandler;
>> >  import org.hisp.dhis.organisationunit.OrganisationUnit;
>> >  import org.hisp.dhis.organisationunit.OrganisationUnitHierarchy;
>> >  import org.hisp.dhis.organisationunit.OrganisationUnitService;
>> > @@ -75,7 +78,14 @@
>> >     {
>> >         this.batchHandlerFactory = batchHandlerFactory;
>> >     }
>> > +
>> > +    private BatchHandlerFactory inMemoryBatchHandlerFactory;
>> >
>> > +    public void setInMemoryBatchHandlerFactory( BatchHandlerFactory
>> > inMemoryBatchHandlerFactory )
>> > +    {
>> > +        this.inMemoryBatchHandlerFactory = inMemoryBatchHandlerFactory;
>> > +    }
>> > +
>> >     private AggregationCache aggregationCache;
>> >
>> >     public void setAggregationCache( AggregationCache aggregationCache )
>> > @@ -123,15 +133,17 @@
>> >     //
>> > -------------------------------------------------------------------------
>> >
>> >     public int exportDataValues( final Collection<DataElementOperand>
>> > operands, final Collection<Period> periods,
>> > -        final Collection<OrganisationUnit> organisationUnits, String
>> > key )
>> > +        final Collection<OrganisationUnit> organisationUnits,
>> > DataElementOperandList operandList, String key )
>> >     {
>> >         final BatchHandler<AggregatedDataValue> batchHandler =
>> > batchHandlerFactory.createBatchHandler(
>> > AggregatedDataValueBatchHandler.class ).init();
>> >
>> > +        final BatchHandler<Object> cacheHandler =
>> > inMemoryBatchHandlerFactory.createBatchHandler( GenericBatchHandler.class
>> > ).setTableName( AGGREGATEDDATA_CACHE_PREFIX + key ).init();
>> > +
>> >         final OrganisationUnitHierarchy hierarchy =
>> > organisationUnitService.getOrganisationUnitHierarchy().prepareChildren(
>> > organisationUnits );
>> >
>> >         int count = 0;
>> >
>> > -        final AggregatedDataValue value = new AggregatedDataValue();
>> > +        final AggregatedDataValue aggregatedValue = new
>> > AggregatedDataValue();
>> >
>> >         for ( final Period period : periods )
>> >         {
>> > @@ -143,6 +155,8 @@
>> >
>> >             for ( final OrganisationUnit unit : organisationUnits )
>> >             {
>> > +                operandList.init( period, unit );
>> > +
>> >                 final int level =
>> > aggregationCache.getLevelOfOrganisationUnit( unit.getId() );
>> >
>> >                 final Map<DataElementOperand, Double> valueMap = new
>> > HashMap<DataElementOperand, Double>();
>> > @@ -153,22 +167,33 @@
>> >                 valueMap.putAll( sumBoolAggregator.getAggregatedValues(
>> > sumBoolOperands, period, unit, level, hierarchy, key ) );
>> >                 valueMap.putAll(
>> > averageBoolAggregator.getAggregatedValues( averageBoolOperands, period,
>> > unit, level, hierarchy, key ) );
>> >
>> > +                //TODO check size of value map
>> > +
>> >                 for ( Entry<DataElementOperand, Double> entry :
>> > valueMap.entrySet() )
>> >                 {
>> > -                    value.clear();
>> > -
>> > -                    value.setDataElementId(
>> > entry.getKey().getDataElementId() );
>> > -                    value.setCategoryOptionComboId(
>> > entry.getKey().getOptionComboId() );
>> > -                    value.setPeriodId( period.getId() );
>> > -                    value.setPeriodTypeId(
>> > period.getPeriodType().getId() );
>> > -                    value.setOrganisationUnitId( unit.getId() );
>> > -                    value.setLevel( level );
>> > -                    value.setValue( getRounded( entry.getValue(),
>> > DECIMALS ) );
>> > -
>> > -                    batchHandler.addObject( value );
>> > +                    aggregatedValue.clear();
>> > +
>> > +                    final double value = getRounded( entry.getValue(),
>> > DECIMALS );
>> > +
>> > +                    aggregatedValue.setDataElementId(
>> > entry.getKey().getDataElementId() );
>> > +                    aggregatedValue.setCategoryOptionComboId(
>> > entry.getKey().getOptionComboId() );
>> > +                    aggregatedValue.setPeriodId( period.getId() );
>> > +                    aggregatedValue.setPeriodTypeId(
>> > period.getPeriodType().getId() );
>> > +                    aggregatedValue.setOrganisationUnitId( unit.getId()
>> > );
>> > +                    aggregatedValue.setLevel( level );
>> > +                    aggregatedValue.setValue( value );
>> > +
>> > +                    batchHandler.addObject( aggregatedValue );
>> > +
>> > +                    operandList.addValue( entry.getKey(), value );
>> >
>> >                     count++;
>> >                 }
>> > +
>> > +                if ( operandList.hasValues() )
>> > +                {
>> > +                    cacheHandler.addObject( operandList.getList() );
>> > +                }
>> >             }
>> >
>> >             log.debug( "Exported data values for period: " + period );
>> > @@ -176,6 +201,8 @@
>> >
>> >         batchHandler.flush();
>> >
>> > +        cacheHandler.flush();
>> > +
>> >         return count;
>> >     }
>> >  }
>> >
>> > === modified file
>> > 'dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/engine/DefaultDataMartEngine.java'
>> > ---
>> > dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/engine/DefaultDataMartEngine.java
>> >   2011-06-04 13:52:42 +0000
>> > +++
>> > dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/engine/DefaultDataMartEngine.java
>> >   2011-06-05 16:45:59 +0000
>> > @@ -30,6 +30,7 @@
>> >  import java.util.ArrayList;
>> >  import java.util.Collection;
>> >  import java.util.HashSet;
>> > +import java.util.List;
>> >  import java.util.Set;
>> >
>> >  import org.apache.commons.logging.Log;
>> > @@ -40,6 +41,7 @@
>> >  import org.hisp.dhis.dataelement.DataElementCategoryService;
>> >  import org.hisp.dhis.dataelement.DataElementOperand;
>> >  import org.hisp.dhis.dataelement.DataElementService;
>> > +import org.hisp.dhis.datamart.DataElementOperandList;
>> >  import org.hisp.dhis.datamart.aggregation.cache.AggregationCache;
>> >  import org.hisp.dhis.datamart.crosstab.CrossTabService;
>> >  import org.hisp.dhis.datamart.dataelement.DataElementDataMart;
>> > @@ -54,7 +56,6 @@
>> >  import org.hisp.dhis.system.util.ConversionUtils;
>> >  import org.hisp.dhis.system.util.TimeUtils;
>> >  import org.springframework.transaction.annotation.Transactional;
>> > -import org.springframework.util.CollectionUtils;
>> >
>> >  /**
>> >  * @author Lars Helge Overland
>> > @@ -181,7 +182,7 @@
>> >         //
>> > ---------------------------------------------------------------------
>> >
>> >         Collection<DataElementOperand> dataElementOperands =
>> > categoryService.getOperands( dataElements );
>> > -        Collection<DataElementOperand> indicatorOperands =
>> > categoryService.populateOperands( getOperandsInIndicators( indicators ) );
>> > +        List<DataElementOperand> indicatorOperands = new
>> > ArrayList<DataElementOperand>( categoryService.populateOperands(
>> > getOperandsInIndicators( indicators ) ) );
>> >
>> >         Set<DataElementOperand> allOperands = new
>> > HashSet<DataElementOperand>();
>> >         allOperands.addAll( dataElementOperands );
>> > @@ -195,13 +196,12 @@
>> >
>> >         allOperands = crossTabService.getOperandsWithData( allOperands
>> > );
>> >
>> > -        dataElementOperands.retainAll( allOperands );
>> >         indicatorOperands.retainAll( allOperands );
>> >
>> >         log.info( "Number of operands with data: " + allOperands.size()
>> > + ", "+ TimeUtils.getHMS() );
>> >
>> >         //
>> > ---------------------------------------------------------------------
>> > -        // Create and trim crosstabtable
>> > +        // Create crosstabtable
>> >         //
>> > ---------------------------------------------------------------------
>> >
>> >         state.setMessage( "crosstabulating_data" );
>> > @@ -211,14 +211,19 @@
>> >
>> >         String key = crossTabService.populateCrossTabTable( new
>> > ArrayList<DataElementOperand>( allOperands ), intersectingPeriodIds,
>> > childrenIds );
>> >
>> > -        if ( CollectionUtils.isEmpty( allOperands ) )
>> > -        {
>> > -            return 0;
>> > -        }
>> > -
>> >         log.info( "Populated crosstab table: " + TimeUtils.getHMS() );
>> >
>> >         //
>> > ---------------------------------------------------------------------
>> > +        // Create aggregated data cache
>> > +        //
>> > ---------------------------------------------------------------------
>> > +
>> > +        DataElementOperandList operandList = new
>> > DataElementOperandList( indicatorOperands );
>> > +
>> > +        crossTabService.createAggregatedDataCache( indicatorOperands,
>> > key );
>> > +
>> > +        log.info( "Created aggregated data cache" );
>> > +
>> > +        //
>> > ---------------------------------------------------------------------
>> >         // Drop potential indexes
>> >         //
>> > ---------------------------------------------------------------------
>> >
>> > @@ -246,11 +251,11 @@
>> >
>> >         state.setMessage( "exporting_data_for_data_elements" );
>> >
>> > -        if ( dataElementOperands.size() > 0 )
>> > +        if ( allOperands.size() > 0 )
>> >         {
>> > -            count += dataElementDataMart.exportDataValues(
>> > dataElementOperands, periods, organisationUnits, key );
>> > +            count += dataElementDataMart.exportDataValues( allOperands,
>> > periods, organisationUnits, operandList, key );
>> >
>> > -            log.info( "Exported values for data element operands (" +
>> > dataElementOperands.size() + "): " + TimeUtils.getHMS() );
>> > +            log.info( "Exported values for data element operands (" +
>> > allOperands.size() + "): " + TimeUtils.getHMS() );
>> >         }
>> >
>> >         //
>> > ---------------------------------------------------------------------
>> > @@ -267,12 +272,14 @@
>> >         }
>> >
>> >         //
>> > ---------------------------------------------------------------------
>> > -        // Drop crosstab tables
>> > +        // Drop crosstab table and aggregated data cache
>> >         //
>> > ---------------------------------------------------------------------
>> >
>> > -        crossTabService.dropCrossTabTable( key );
>> > -
>> > -        log.info( "Dropped crosstab table: " + TimeUtils.getHMS() );
>> > +        crossTabService.dropCrossTabTable( key ); //TODO move before
>> > indicator export
>> > +
>> > +        crossTabService.dropAggregatedDataCache( key );
>> > +
>> > +        log.info( "Dropped crosstab table and aggregated data cache: "
>> > + TimeUtils.getHMS() );
>> >
>> >         //
>> > ---------------------------------------------------------------------
>> >         // Create potential indexes
>> >
>> > === modified file
>> > 'dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/indicator/DefaultIndicatorDataMart.java'
>> > ---
>> > dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/indicator/DefaultIndicatorDataMart.java
>> >     2011-06-03 21:33:10 +0000
>> > +++
>> > dhis-2/dhis-services/dhis-service-datamart-default/src/main/java/org/hisp/dhis/datamart/indicator/DefaultIndicatorDataMart.java
>> >     2011-06-05 16:40:02 +0000
>> > @@ -28,12 +28,11 @@
>> >  */
>> >
>> >  import static
>> > org.hisp.dhis.options.SystemSettingManager.KEY_OMIT_INDICATORS_ZERO_NUMERATOR_DATAMART;
>> > +import static org.hisp.dhis.system.util.DateUtils.daysBetween;
>> >  import static org.hisp.dhis.system.util.MathUtils.calculateExpression;
>> >  import static org.hisp.dhis.system.util.MathUtils.getRounded;
>> > -import static org.hisp.dhis.system.util.DateUtils.daysBetween;
>> >
>> >  import java.util.Collection;
>> > -import java.util.HashMap;
>> >  import java.util.Map;
>> >
>> >  import org.amplecode.quick.BatchHandler;
>> > @@ -43,14 +42,12 @@
>> >  import org.hisp.dhis.aggregation.AggregatedIndicatorValue;
>> >  import org.hisp.dhis.dataelement.DataElementOperand;
>> >  import org.hisp.dhis.datamart.aggregation.cache.AggregationCache;
>> > -import
>> > org.hisp.dhis.datamart.aggregation.dataelement.DataElementAggregator;
>> > +import org.hisp.dhis.datamart.crosstab.CrossTabService;
>> >  import org.hisp.dhis.expression.ExpressionService;
>> >  import org.hisp.dhis.indicator.Indicator;
>> >  import
>> > org.hisp.dhis.jdbc.batchhandler.AggregatedIndicatorValueBatchHandler;
>> >  import org.hisp.dhis.options.SystemSettingManager;
>> >  import org.hisp.dhis.organisationunit.OrganisationUnit;
>> > -import org.hisp.dhis.organisationunit.OrganisationUnitHierarchy;
>> > -import org.hisp.dhis.organisationunit.OrganisationUnitService;
>> >  import org.hisp.dhis.period.Period;
>> >  import org.hisp.dhis.period.PeriodType;
>> >  import org.hisp.dhis.system.util.DateUtils;
>> > @@ -72,40 +69,12 @@
>> >     // Dependencies
>> >     //
>> > -------------------------------------------------------------------------
>> >
>> > -    private OrganisationUnitService organisationUnitService;
>> > -
>> > -    public void setOrganisationUnitService( OrganisationUnitService
>> > organisationUnitService )
>> > -    {
>> > -        this.organisationUnitService = organisationUnitService;
>> > -    }
>> > -
>> >     private ExpressionService expressionService;
>> >
>> >     public void setExpressionService( ExpressionService
>> > expressionService )
>> >     {
>> >         this.expressionService = expressionService;
>> >     }
>> > -
>> > -    private DataElementAggregator sumIntAggregator;
>> > -
>> > -    public void setSumIntAggregator( DataElementAggregator
>> > sumIntDataElementAggregator )
>> > -    {
>> > -        this.sumIntAggregator = sumIntDataElementAggregator;
>> > -    }
>> > -
>> > -    private DataElementAggregator averageIntAggregator;
>> > -
>> > -    public void setAverageIntAggregator( DataElementAggregator
>> > averageIntDataElementAggregator )
>> > -    {
>> > -        this.averageIntAggregator = averageIntDataElementAggregator;
>> > -    }
>> > -
>> > -    private DataElementAggregator averageIntSingleValueAggregator;
>> > -
>> > -    public void setAverageIntSingleValueAggregator(
>> > DataElementAggregator averageIntSingleValueAggregator )
>> > -    {
>> > -        this.averageIntSingleValueAggregator =
>> > averageIntSingleValueAggregator;
>> > -    }
>> >
>> >     private AggregationCache aggregationCache;
>> >
>> > @@ -121,13 +90,20 @@
>> >         this.systemSettingManager = systemSettingManager;
>> >     }
>> >
>> > +    private CrossTabService crossTabService;
>> > +
>> > +    public void setCrossTabService( CrossTabService crossTabService )
>> > +    {
>> > +        this.crossTabService = crossTabService;
>> > +    }
>> > +
>> >     private BatchHandlerFactory batchHandlerFactory;
>> >
>> >     public void setBatchHandlerFactory( BatchHandlerFactory
>> > batchHandlerFactory )
>> >     {
>> >         this.batchHandlerFactory = batchHandlerFactory;
>> >     }
>> > -
>> > +
>> >     //
>> > -------------------------------------------------------------------------
>> >     // IndicatorDataMart implementation
>> >     //
>> > -------------------------------------------------------------------------
>> > @@ -137,15 +113,8 @@
>> >     {
>> >         final BatchHandler<AggregatedIndicatorValue> batchHandler =
>> > batchHandlerFactory.createBatchHandler(
>> > AggregatedIndicatorValueBatchHandler.class ).init();
>> >
>> > -        final OrganisationUnitHierarchy hierarchy =
>> > organisationUnitService.getOrganisationUnitHierarchy().prepareChildren(
>> > organisationUnits );
>> > -
>> >         int count = 0;
>> >
>> > -        double annualizationFactor = 0.0;
>> > -        double factor = 0.0;
>> > -        double aggregatedValue = 0.0;
>> > -        double annualizedFactor = 0.0;
>> > -
>> >         final boolean omitZeroNumerator = (Boolean)
>> > systemSettingManager.getSystemSetting(
>> > KEY_OMIT_INDICATORS_ZERO_NUMERATOR_DATAMART, false );
>> >
>> >         final AggregatedIndicatorValue indicatorValue = new
>> > AggregatedIndicatorValue();
>> > @@ -156,57 +125,47 @@
>> >
>> >             final PeriodType periodType = period.getPeriodType();
>> >
>> > -            final Collection<DataElementOperand> sumOperands =
>> > sumIntAggregator.filterOperands( operands, periodType );
>> > -            final Collection<DataElementOperand> averageOperands =
>> > averageIntAggregator.filterOperands( operands, periodType );
>> > -            final Collection<DataElementOperand>
>> > averageSingleValueOperands = averageIntSingleValueAggregator.filterOperands(
>> > operands, periodType );
>> > -
>> >             for ( final OrganisationUnit unit : organisationUnits )
>> >             {
>> >                 final int level =
>> > aggregationCache.getLevelOfOrganisationUnit( unit.getId() );
>> >
>> > -                final Map<DataElementOperand, Double> sumIntValueMap =
>> > sumIntAggregator.getAggregatedValues( sumOperands, period, unit, level,
>> > hierarchy, key );
>> > -                final Map<DataElementOperand, Double>
>> > averageIntValueMap = averageIntAggregator.getAggregatedValues(
>> > averageOperands, period, unit, level, hierarchy, key );
>> > -                final Map<DataElementOperand, Double>
>> > averageIntSingleValueMap =
>> > averageIntSingleValueAggregator.getAggregatedValues(
>> > averageSingleValueOperands, period, unit, level, hierarchy, key );
>> > -
>> > -                final Map<DataElementOperand, Double> valueMap = new
>> > HashMap<DataElementOperand, Double>( sumIntValueMap );
>> > -                valueMap.putAll( averageIntValueMap );
>> > -                valueMap.putAll( averageIntSingleValueMap );
>> > -
>> > -                for ( final Indicator indicator : indicators )
>> > -                {
>> > -                    final double numeratorValue = calculateExpression(
>> > expressionService.generateExpression( indicator.getExplodedNumerator(),
>> > valueMap, days ) );
>> > -                    final double denominatorValue =
>> > calculateExpression( expressionService.generateExpression(
>> > indicator.getExplodedDenominator(), valueMap, days ) );
>> > -
>> > -                    //
>> > ---------------------------------------------------------
>> > -                    // AggregatedIndicatorValue
>> > -                    //
>> > ---------------------------------------------------------
>> > -
>> > -                    if ( denominatorValue != 0 && !( omitZeroNumerator
>> > && numeratorValue == 0 ) )
>> > +                final Map<DataElementOperand, Double> valueMap =
>> > crossTabService.getAggregatedDataCacheValue( operands, period.getId(),
>> > unit.getId(), key );
>> > +
>> > +                if ( valueMap.size() > 0 )
>> > +                {
>> > +                    for ( final Indicator indicator : indicators )
>> >                     {
>> > -                        annualizationFactor =
>> > DateUtils.getAnnualizationFactor( indicator, period.getStartDate(),
>> > period.getEndDate() );
>> > -
>> > -                        factor =
>> > indicator.getIndicatorType().getFactor();
>> > -
>> > -                        aggregatedValue = ( numeratorValue /
>> > denominatorValue ) * factor * annualizationFactor;
>> > -
>> > -                        annualizedFactor = factor *
>> > annualizationFactor;
>> > -
>> > -                        indicatorValue.clear();
>> > -
>> > -                        indicatorValue.setIndicatorId(
>> > indicator.getId() );
>> > -                        indicatorValue.setPeriodId( period.getId() );
>> > -                        indicatorValue.setPeriodTypeId(
>> > periodType.getId() );
>> > -                        indicatorValue.setOrganisationUnitId(
>> > unit.getId() );
>> > -                        indicatorValue.setLevel( level );
>> > -                        indicatorValue.setAnnualized(
>> > getAnnualizationString( indicator.getAnnualized() ) );
>> > -                        indicatorValue.setFactor( annualizedFactor);
>> > -                        indicatorValue.setValue( getRounded(
>> > aggregatedValue, DECIMALS ) );
>> > -                        indicatorValue.setNumeratorValue( getRounded(
>> > numeratorValue, DECIMALS ) );
>> > -                        indicatorValue.setDenominatorValue( getRounded(
>> > denominatorValue, DECIMALS ) );
>> > -
>> > -                        batchHandler.addObject( indicatorValue );
>> > -
>> > -                        count++;
>> > +                        final double numeratorValue =
>> > calculateExpression( expressionService.generateExpression(
>> > indicator.getExplodedNumerator(), valueMap, days ) );
>> > +                        final double denominatorValue =
>> > calculateExpression( expressionService.generateExpression(
>> > indicator.getExplodedDenominator(), valueMap, days ) );
>> > +
>> > +                        //
>> > ---------------------------------------------------------
>> > +                        // AggregatedIndicatorValue
>> > +                        //
>> > ---------------------------------------------------------
>> > +
>> > +                        if ( denominatorValue != 0 && !(
>> > omitZeroNumerator && numeratorValue == 0 ) )
>> > +                        {
>> > +                            final double annualizationFactor =
>> > DateUtils.getAnnualizationFactor( indicator, period.getStartDate(),
>> > period.getEndDate() );
>> > +                            final double factor =
>> > indicator.getIndicatorType().getFactor();
>> > +                            final double aggregatedValue = (
>> > numeratorValue / denominatorValue ) * factor * annualizationFactor;
>> > +                            final double annualizedFactor = factor *
>> > annualizationFactor;
>> > +
>> > +                            indicatorValue.clear();
>> > +
>> > +                            indicatorValue.setIndicatorId(
>> > indicator.getId() );
>> > +                            indicatorValue.setPeriodId( period.getId()
>> > );
>> > +                            indicatorValue.setPeriodTypeId(
>> > periodType.getId() );
>> > +                            indicatorValue.setOrganisationUnitId(
>> > unit.getId() );
>> > +                            indicatorValue.setLevel( level );
>> > +                            indicatorValue.setAnnualized(
>> > getAnnualizationString( indicator.getAnnualized() ) );
>> > +                            indicatorValue.setFactor(
>> > annualizedFactor);
>> > +                            indicatorValue.setValue( getRounded(
>> > aggregatedValue, DECIMALS ) );
>> > +                            indicatorValue.setNumeratorValue(
>> > getRounded( numeratorValue, DECIMALS ) );
>> > +                            indicatorValue.setDenominatorValue(
>> > getRounded( denominatorValue, DECIMALS ) );
>> > +
>> > +                            batchHandler.addObject( indicatorValue );
>> > +
>> > +                            count++;
>> > +                        }
>> >                     }
>> >                 }
>> >             }
>> >
>> > === modified file
>> > 'dhis-2/dhis-services/dhis-service-datamart-default/src/main/resources/META-INF/dhis/beans.xml'
>> > ---
>> > dhis-2/dhis-services/dhis-service-datamart-default/src/main/resources/META-INF/dhis/beans.xml
>> >       2011-06-03 21:33:10 +0000
>> > +++
>> > dhis-2/dhis-services/dhis-service-datamart-default/src/main/resources/META-INF/dhis/beans.xml
>> >       2011-06-05 16:40:02 +0000
>> > @@ -140,6 +140,7 @@
>> >     <property name="organisationUnitService"
>> >       ref="org.hisp.dhis.organisationunit.OrganisationUnitService"/>
>> >     <property name="batchHandlerFactory" ref="batchHandlerFactory"/>
>> > +       <property name="inMemoryBatchHandlerFactory"
>> > ref="inMemoryBatchHandlerFactory"/>
>> >     <property name="aggregationCache"
>> >       ref="org.hisp.dhis.datamart.aggregation.cache.AggregationCache"/>
>> >     <property name="sumIntAggregator"
>> > @@ -158,20 +159,14 @@
>> >
>> >   <bean id="org.hisp.dhis.datamart.indicator.IndicatorDataMart"
>> >     class="org.hisp.dhis.datamart.indicator.DefaultIndicatorDataMart">
>> > -    <property name="organisationUnitService"
>> > -      ref="org.hisp.dhis.organisationunit.OrganisationUnitService"/>
>> >        <property name="expressionService"
>> >          ref="org.hisp.dhis.expression.ExpressionService"/>
>> > -    <property name="sumIntAggregator"
>> > -
>> >  ref="org.hisp.dhis.datamart.aggregation.dataelement.SumIntAggregator"/>
>> > -    <property name="averageIntAggregator"
>> > -
>> >  ref="org.hisp.dhis.datamart.aggregation.dataelement.AverageIntAggregator"/>
>> > -       <property name="averageIntSingleValueAggregator"
>> > -
>> >  ref="org.hisp.dhis.datamart.aggregation.dataelement.AverageIntSingleValueAggregator"/>
>> >     <property name="aggregationCache"
>> >       ref="org.hisp.dhis.datamart.aggregation.cache.AggregationCache"/>
>> >     <property name="systemSettingManager"
>> >       ref="org.hisp.dhis.options.SystemSettingManager"/>
>> > +    <property name="crossTabService"
>> > +      ref="org.hisp.dhis.datamart.crosstab.CrossTabService"/>
>> >        <property name="batchHandlerFactory" ref="batchHandlerFactory"/>
>> >   </bean>
>> >
>> >
>> > === modified file
>> > 'dhis-2/dhis-services/dhis-service-datamart-default/src/test/java/org/hisp/dhis/datamart/crosstab/CrossTabServiceTest.java'
>> > ---
>> > dhis-2/dhis-services/dhis-service-datamart-default/src/test/java/org/hisp/dhis/datamart/crosstab/CrossTabServiceTest.java
>> >   2011-06-04 13:52:42 +0000
>> > +++
>> > dhis-2/dhis-services/dhis-service-datamart-default/src/test/java/org/hisp/dhis/datamart/crosstab/CrossTabServiceTest.java
>> >   2011-06-04 16:56:41 +0000
>> > @@ -37,7 +37,11 @@
>> >  import java.util.HashSet;
>> >  import java.util.Iterator;
>> >  import java.util.List;
>> > +import java.util.Map;
>> >
>> > +import org.amplecode.quick.BatchHandler;
>> > +import org.amplecode.quick.BatchHandlerFactory;
>> > +import org.apache.commons.lang.RandomStringUtils;
>> >  import org.hisp.dhis.DhisTest;
>> >  import org.hisp.dhis.dataelement.DataElement;
>> >  import org.hisp.dhis.dataelement.DataElementCategory;
>> > @@ -48,7 +52,9 @@
>> >  import org.hisp.dhis.dataelement.DataElementOperand;
>> >  import org.hisp.dhis.dataelement.DataElementService;
>> >  import org.hisp.dhis.datamart.CrossTabDataValue;
>> > +import org.hisp.dhis.datamart.crosstab.jdbc.CrossTabStore;
>> >  import org.hisp.dhis.datavalue.DataValueService;
>> > +import org.hisp.dhis.jdbc.batchhandler.GenericBatchHandler;
>> >  import org.hisp.dhis.organisationunit.OrganisationUnit;
>> >  import org.hisp.dhis.organisationunit.OrganisationUnitService;
>> >  import org.hisp.dhis.period.Period;
>> > @@ -65,6 +71,8 @@
>> >  {
>> >     private CrossTabService crossTabService;
>> >
>> > +    private BatchHandlerFactory batchHandlerFactory;
>> > +
>> >     private Iterator<Period> generatedPeriods;
>> >
>> >     private List<DataElementOperand> operands;
>> > @@ -80,6 +88,8 @@
>> >     {
>> >         crossTabService = (CrossTabService) getBean( CrossTabService.ID
>> > );
>> >
>> > +        batchHandlerFactory = (BatchHandlerFactory) getBean(
>> > "inMemoryBatchHandlerFactory" );
>> > +
>> >         categoryService = (DataElementCategoryService) getBean(
>> > DataElementCategoryService.ID );
>> >
>> >         dataElementService = (DataElementService) getBean(
>> > DataElementService.ID );
>> > @@ -203,4 +213,36 @@
>> >             }
>> >         }
>> >     }
>> > +
>> > +    @Test
>> > +    public void testPopulateAggregatedDataCache()
>> > +    {
>> > +        String key = RandomStringUtils.randomAlphanumeric( 8 );
>> > +
>> > +        crossTabService.createAggregatedDataCache( operands, key );
>> > +
>> > +        BatchHandler<Object> batchHandler =
>> > batchHandlerFactory.createBatchHandler( GenericBatchHandler.class ).
>> > +            setTableName( CrossTabStore.AGGREGATEDDATA_CACHE_PREFIX +
>> > key ).init();
>> > +
>> > +        List<Object> valueList = new ArrayList<Object>( operands.size()
>> > + 2 );
>> > +        valueList.add( 1 );
>> > +        valueList.add( 1 );
>> > +
>> > +        for ( int i = 0; i < operands.size(); i++ )
>> > +        {
>> > +            valueList.add( 10.0 );
>> > +        }
>> > +
>> > +        batchHandler.addObject( valueList );
>> > +
>> > +        batchHandler.flush();
>> > +
>> > +        Map<DataElementOperand, Double> valueMap =
>> > crossTabService.getAggregatedDataCacheValue( operands, 1, 1, key );
>> > +
>> > +        for ( DataElementOperand operand : valueMap.keySet() )
>> > +        {
>> > +            assertNotNull( valueMap.get( operand ) );
>> > +            assertEquals( 10.0, valueMap.get( operand ) );
>> > +        }
>> > +    }
>> >  }
>> >
>> > === modified file
>> > 'dhis-2/dhis-services/dhis-service-datamart-default/src/test/java/org/hisp/dhis/datamart/crosstab/CrossTabStoreTest.java'
>> > ---
>> > dhis-2/dhis-services/dhis-service-datamart-default/src/test/java/org/hisp/dhis/datamart/crosstab/CrossTabStoreTest.java
>> >     2011-01-10 10:06:18 +0000
>> > +++
>> > dhis-2/dhis-services/dhis-service-datamart-default/src/test/java/org/hisp/dhis/datamart/crosstab/CrossTabStoreTest.java
>> >     2011-06-04 16:56:41 +0000
>> > @@ -51,4 +51,12 @@
>> >
>> >         crossTabStore.dropCrossTabTable( key );
>> >     }
>> > +
>> > +    @Test
>> > +    public void testDropAggregatedDataCache()
>> > +    {
>> > +        crossTabStore.createAggregatedDataCache( operands, key );
>> > +
>> > +        crossTabStore.dropAggregatedDataCache( key );
>> > +    }
>> >  }
>> >
>> >
>> > _______________________________________________
>> > Mailing list: https://launchpad.net/~dhis2-devs
>> > Post to     : dhis2-devs@xxxxxxxxxxxxxxxxxxx
>> > Unsubscribe : https://launchpad.net/~dhis2-devs
>> > More help   : https://help.launchpad.net/ListHelp
>> >
>> >
>
>


References