Package com.hazelcast.jet.accumulator

Class LinTrendAccumulator

java.lang.Object

com.hazelcast.jet.accumulator.LinTrendAccumulator

public final class LinTrendAccumulator
extends java.lang.Object

Maintains the components needed to compute the linear regression on a set of (long, long) pairs. The intermediate results are held in the form of BigInteger and the finished value is a double-valued linear coefficient.

Since:

Jet 3.0

Constructor Summary

Constructors

Constructor	Description
LinTrendAccumulator()	Constructs a new accumulator with all components at zero.
LinTrendAccumulator(long n, java.math.BigInteger sumX, java.math.BigInteger sumY, java.math.BigInteger sumXY, java.math.BigInteger sumX2)	Creates a new accumulator with the given components.

Method Summary

Modifier and Type	Method	Description
LinTrendAccumulator	accumulate(long x, long y)	Accumulates a new sample.
LinTrendAccumulator	combine(LinTrendAccumulator that)	Combines this accumulator with the supplied one.
LinTrendAccumulator	deduct(LinTrendAccumulator that)	Deducts the supplied accumulator from this one.
boolean	equals(java.lang.Object obj)
double	export()	Computes the linear coefficient of the linear regression of the accumulated samples.
int	hashCode()
void	writeObject(ObjectDataOutput out)	Serializes this accumulator.

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

LinTrendAccumulator

public LinTrendAccumulator()

Constructs a new accumulator with all components at zero.

LinTrendAccumulator

public LinTrendAccumulator(long n,
                           java.math.BigInteger sumX,
                           java.math.BigInteger sumY,
                           java.math.BigInteger sumXY,
                           java.math.BigInteger sumX2)

Creates a new accumulator with the given components. Intended only for testing and deserialization.

Method Detail

accumulate

public LinTrendAccumulator accumulate(long x,
                                      long y)

Accumulates a new sample.

combine

public LinTrendAccumulator combine(LinTrendAccumulator that)

Combines this accumulator with the supplied one.

deduct

public LinTrendAccumulator deduct(LinTrendAccumulator that)

Deducts the supplied accumulator from this one.

export

public double export()

Computes the linear coefficient of the linear regression of the accumulated samples.

equals

public boolean equals(java.lang.Object obj)

Overrides:

equals in class java.lang.Object

hashCode

public int hashCode()

Overrides:

hashCode in class java.lang.Object

writeObject

public void writeObject(ObjectDataOutput out)
                 throws java.io.IOException

Serializes this accumulator.

Throws:

java.io.IOException