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/*
* GraphStats.java
* Created Oct 29, 2011
*/
package com.googlecode.blaisemath.graph.modules.metrics;
/*
* #%L
* BlaiseGraphTheory
* --
* Copyright (C) 2009 - 2016 Elisha Peterson
* --
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
* #L%
*/
import com.googlecode.blaisemath.graph.GraphNodeMetric;
import com.googlecode.blaisemath.graph.GraphMetric;
import com.google.common.collect.Maps;
import java.util.Collection;
import java.util.Map;
import org.apache.commons.math.stat.descriptive.SummaryStatistics;
import com.googlecode.blaisemath.graph.Graph;
/**
*
* Caches computations of metrics on a graph.
* Both {@link GraphNodeMetric}s and {@link GraphMetric}s are captured here. In the
* case of {@code GraphNodeMetric}s, the node values are computed along with a
* {@link SummaryStatistics} object that describes their values.
*
*
* @author Elisha Peterson
*/
public class GraphStats {
/** The base graph */
private final Graph graph;
/** The node metrics that have been computed. */
private final Map nodeStats = Maps.newHashMap();
/** The global metrics that have been computed. */
private final Map globalStats = Maps.newHashMap();
/**
* Construct graph stats object
* @param graph graph for computations
*/
public GraphStats(Graph graph) {
this.graph = graph;
}
/**
* The graph object.
* @return graph
*/
public Graph getGraph() {
return graph;
}
/**
* Returns whether stats have been computed for specified metric.
* @param metric the metric
* @return true if these stats have been computed
*/
public boolean containsNodeStats(GraphNodeMetric metric) {
return nodeStats.containsKey(metric);
}
/**
* Retrieve stats associated with a ndoe metric. If there are none, the stats
* will be computed (which may take a while) and the results cached.
*
* @param metric the metric
* @return associated stats
*/
public NodeStats getNodeStats(GraphNodeMetric metric) {
if (!nodeStats.containsKey(metric)) {
nodeStats.put(metric, new NodeStats(graph, metric));
}
return nodeStats.get(metric);
}
/**
* Returns whether stats have been computed for specified metric.
* @param metric the metric
* @return true if these stats have been computed
*/
public boolean containsGlobalStats(GraphMetric metric) {
return globalStats.containsKey(metric);
}
/**
* Retrieve stats associated with a ndoe metric. If there are none, the stats
* will be computed (which may take a while) and the results cached.
*
* @param metric the metric
* @return associated stats
*/
public Object getGlobalStats(GraphMetric metric) {
if (!globalStats.containsKey(metric)) {
globalStats.put(metric, metric.apply(graph));
}
return globalStats.get(metric);
}
//
// INNER CLASSES
//
/**
* Collects values of a metric on nodes together with summary statistics.
*/
public static class NodeStats {
/** The values on nodes. */
private final Collection values;
/** Summary statistics of the values. */
private final SummaryStatistics stats;
/**
* Construct the node stats object.
* @param values the node values
*/
public NodeStats(Collection extends Number> values) {
this.values = values;
this.stats = new SummaryStatistics();
for (Object v : values) {
if (v instanceof Number) {
stats.addValue(((Number)v).doubleValue());
}
}
}
/**
* Construct the node stats object given a graph and a node metric.
* @param graph the graph
* @param metric a node metric
*/
public NodeStats(Graph graph, GraphNodeMetric extends Number> metric) {
this(GraphMetrics.computeValues(graph, metric));
}
/**
* Values on the nodes
* @return values
*/
public Collection getValues() {
return values;
}
/**
* Summary statistics
* @return stats for metric values
*/
public SummaryStatistics getStatistics() {
return stats;
}
}
}
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