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jAgg is a Java 5.0 API that supports “group by” operations on Lists of Java objects: aggregate operations such as count, sum, max, min, avg, and many more. It also allows custom aggregate operations.
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package net.sf.jagg;
import net.sf.jagg.exception.ExpectedNumberException;
import net.sf.jagg.math.DoubleDouble;
import net.sf.jagg.model.WindowClause;
/**
* This class represents the "geometric mean" aggregator over numeric values.
*
* @author Randy Gettman
* @since 0.1.0
*/
public class GeometricMeanAggregator extends Aggregator implements AnalyticFunction
{
private DoubleDouble myProduct = new DoubleDouble();
private long myCount;
private int myNumZeroes;
/**
* Constructs an GeometricMeanAggregator
that operates on the specified
* property.
* @param property Calculate the geometric mean of this property's values.
*/
public GeometricMeanAggregator(String property)
{
setProperty(property);
}
/**
* Returns an uninitialized copy of this Aggregator
object,
* with the same property(ies) to analyze.
* @return An uninitialized copy of this Aggregator
object.
*/
public GeometricMeanAggregator replicate()
{
return new GeometricMeanAggregator(getProperty());
}
/**
* Initialize the product to one and count to zero.
*/
public void init()
{
myProduct.reset();
myProduct.addToSelf(1.0);
myCount = 0;
myNumZeroes = 0;
}
/**
* If not null, multiply the property value into the product and count it.
*
* @param value The value to aggregate.
*/
public void iterate(Object value)
{
if (value != null)
{
String property = getProperty();
try
{
Number obj = (Number) getValueFromProperty(value, property);
// Don't count nulls.
if (obj != null)
{
myCount++;
if (obj.doubleValue() == 0.0)
{
myNumZeroes++;
}
else
{
myProduct.multiplySelfBy(obj.doubleValue());
}
}
}
catch (ClassCastException e)
{
throw new ExpectedNumberException("Property \"" + property +
"\" must represent a Number.", e);
}
}
}
/**
* If not null, divide the property value out of the product and unccount it.
*
* @param value The value to remove.
*/
public void delete(Object value)
{
if (value != null)
{
String property = getProperty();
try
{
Number obj = (Number) getValueFromProperty(value, property);
// Don't count nulls.
if (obj != null)
{
myCount--;
double d = obj.doubleValue();
if (d == 0.0)
{
myNumZeroes--;
}
else
{
myProduct.divideSelfBy(d);
}
}
}
catch (ClassCastException e)
{
throw new ExpectedNumberException("Property \"" + property +
"\" must represent a Number.", e);
}
}
}
/**
* The gemoetric mean function can take a window clause.
* @return true
.
* @since 0.9.0
*/
public boolean takesWindowClause()
{
return true;
}
/**
* The geometric mean function doesn't supply its own window clause.
* @return null
* @since 0.9.0
*/
public WindowClause getWindowClause()
{
return null;
}
/**
* Merge the given Aggregator
into this one by multiplying
* products and adding sums.
*
* @param agg The Aggregator
to merge into this one.
*/
public void merge(AggregateFunction agg)
{
if (agg != null && agg instanceof GeometricMeanAggregator)
{
GeometricMeanAggregator otherAgg = (GeometricMeanAggregator) agg;
myProduct.multiplySelfBy(otherAgg.myProduct);
myCount += otherAgg.myCount;
myNumZeroes += otherAgg.myNumZeroes;
}
}
/**
* Return the geometric mean by taking the nth root of the product
* of all values, where n is the count of all non-null values.
*
* @return The geometric mean as a Double
. Could return
* NaN
if no values have been accumulated.
*/
public Double terminate()
{
return terminateDoubleDouble().doubleValue();
}
/**
* Return the result as a DoubleDouble
. This is used mainly
* when other Aggregators
that use this result must maintain a
* high precision.
* @return The geometric mean as a DoubleDouble
, or
* NaN
if no values have been accumulated.
* @since 0.4.0
*/
public DoubleDouble terminateDoubleDouble()
{
if (myCount > 0)
{
if (myNumZeroes > 0)
{
return new DoubleDouble(0.0);
}
DoubleDouble result = new DoubleDouble(myProduct);
result.nthRootSelf(myCount);
return result;
}
return new DoubleDouble(DoubleDouble.NaN);
}
}
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