Package org.nlpub.watset.eval

Class Measurer<V,E>

java.lang.Object

org.nlpub.watset.eval.Measurer<V,E>

Type Parameters:

V - the type of nodes in the graph

E - the type of edges in the graph

public class Measurer<V,E>
extends Object

A clustering algorithm performance measurement class.

Given a clustering algorithm provider and a graph, it measures the running time of the clustering algorithm on every input graph.

Before recording the measurements, it warms up by running exactly the same operation to leverage the influence of JIT and other VM optimizations.

See Also:

Clustering

Field Summary

Fields

Modifier and Type	Field	Description
static int	REPETITIONS	The default number of repetitions.
static int	WARMUP	The default number of warmup runs kept off-record before REPETITIONS.

Constructor Summary

Constructors

Constructor	Description
Measurer(Function<org.jgrapht.Graph<V,E>,Clustering<V>> provider, org.jgrapht.Graph<V,E> graph)	Create an instance of Measurer.
Measurer(Function<org.jgrapht.Graph<V,E>,Clustering<V>> provider, org.jgrapht.Graph<V,E> graph, int repetitions, int warmup)	Create an instance of Measurer.

Method Summary

Modifier and Type	Method	Description
List<Integer>	getClusters()	Return the list of the measured number of clusters.
List<Long>	getDurations()	Return the list of the measured graph clustering durations in milliseconds.
org.jgrapht.Graph<V,E>	getGraph()	Return the input graph.
void	run()	Perform the measurement.

Methods inherited from class java.lang.Object

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

Field Detail

REPETITIONS

public static final int REPETITIONS

The default number of repetitions.

See Also:

Constant Field Values

WARMUP

public static final int WARMUP

The default number of warmup runs kept off-record before REPETITIONS.

See Also:

Constant Field Values

Constructor Detail

Measurer

public Measurer(Function<org.jgrapht.Graph<V,E>,Clustering<V>> provider,
                org.jgrapht.Graph<V,E> graph,
                int repetitions,
                int warmup)

Create an instance of Measurer.

Parameters:

provider - the clustering algorithm provider

graph - the graph

repetitions - the number of repetitions

warmup - the number of off-record repetitions

Measurer

public Measurer(Function<org.jgrapht.Graph<V,E>,Clustering<V>> provider,
                org.jgrapht.Graph<V,E> graph)

Create an instance of Measurer.

Parameters:

provider - the clustering algorithm provider

graph - the graph

Method Detail

getGraph

public org.jgrapht.Graph<V,E> getGraph()

Return the input graph.

Returns:

the graph

getDurations

public List<Long> getDurations()

Return the list of the measured graph clustering durations in milliseconds.

Returns:

the list of durations

getClusters

public List<Integer> getClusters()

Return the list of the measured number of clusters.

Returns:

the list of cluster sizes

run

public void run()

Perform the measurement. First, warmup iterations are performed off-record. Then, the actual repetitions are performed to measure the performance of the clustering algorithm.