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Stanford Parser processes raw text in English, Chinese, German, Arabic, and French, and extracts constituency parse trees.
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package edu.stanford.nlp.graph;
import java.util.ArrayList;
import java.util.Collections;
import java.util.List;
import java.util.Map;
import java.util.Set;
import edu.stanford.nlp.util.BinaryHeapPriorityQueue;
import edu.stanford.nlp.util.Generics;
public class DijkstraShortestPath {
private DijkstraShortestPath() {} // static method only
public static List getShortestPath(Graph graph,
V node1, V node2,
boolean directionSensitive) {
if (node1.equals(node2)) {
return Collections.singletonList(node2);
}
Set visited = Generics.newHashSet();
Map previous = Generics.newHashMap();
BinaryHeapPriorityQueue unsettledNodes =
new BinaryHeapPriorityQueue<>();
unsettledNodes.add(node1, 0);
while (unsettledNodes.size() > 0) {
double distance = unsettledNodes.getPriority();
V u = unsettledNodes.removeFirst();
visited.add(u);
if (u.equals(node2))
break;
unsettledNodes.remove(u);
Set candidates = ((directionSensitive) ?
graph.getChildren(u) : graph.getNeighbors(u));
for (V candidate : candidates) {
double alt = distance - 1;
// nodes not already present will have a priority of -inf
if (alt > unsettledNodes.getPriority(candidate) &&
!visited.contains(candidate)) {
unsettledNodes.relaxPriority(candidate, alt);
previous.put(candidate, u);
}
}
}
if (!previous.containsKey(node2))
return null;
ArrayList path = new ArrayList<>();
path.add(node2);
V n = node2;
while (previous.containsKey(n)) {
path.add(previous.get(n));
n = previous.get(n);
}
Collections.reverse(path);
return path;
}
}