package dr.evomodel.operators;
import dr.evolution.tree.NodeRef;
import dr.evomodel.tree.TreeModel;
import dr.evomodelxml.operators.TreeBitRandomWalkOperatorParser;
import dr.inference.operators.OperatorFailedException;
import dr.inference.operators.SimpleMCMCOperator;
import dr.math.MathUtils;
import java.util.ArrayList;
import java.util.List;
/**
* A generic operator that randomly selects a 1-bit in the tree and choose a new
* location nearby, by doing k random steps on the tree with equal weights on the
* parent and two children for each random step. The 1 bit is swapped with the bit
* at the new location, optionally the associated variable values are swapped as well.
*
* @author Alexei Drummond
* @version $Id$
*/
public class TreeBitRandomWalkOperator extends SimpleMCMCOperator {
public TreeBitRandomWalkOperator(TreeModel tree, String t1, String t2, double weight, int k, boolean swapTrait2) {
this.tree = tree;
this.indicatorTrait = t1;
this.trait2 = t2;
if (indicatorTrait == null) indicatorTrait = "trait";
this.k = k;
this.swapTrait2 = swapTrait2;
setWeight(weight);
}
/**
* Pick a parent-child node pair involving a single rate change and swap the rate change location
* and corresponding rate parameters.
*/
public final double doOperation() throws OperatorFailedException {
// 1. collect nodes that form a pair with parent such that
// one of them has a one and one has a zero
List<NodeRef> candidates = new ArrayList<NodeRef>();
for (int i = 0; i < tree.getNodeCount(); i++) {
NodeRef node = tree.getNode(i);
if (tree.getNodeTrait(node, indicatorTrait) == 1.0) candidates.add(node);
}
if (candidates.size() == 0) throw new OperatorFailedException("No suitable bits!");
NodeRef node = candidates.get(MathUtils.nextInt(candidates.size()));
NodeRef newNode = node;
for (int i = 0; i < k; i++) {
int randomNode = MathUtils.nextInt(3);
if (randomNode < 2) {
if (!tree.isExternal(newNode)) {
newNode = tree.getChild(newNode, randomNode);
}
} else if (!tree.isRoot(newNode)) {
newNode = tree.getParent(newNode);
}
}
// this shortcut avoids unnecessary likelihood calculations
if (node == newNode) throw new OperatorFailedException("Moving to same node!");
double nodeTrait, newTrait;
double nodeRate, newRate;
nodeTrait = tree.getNodeTrait(node, indicatorTrait);
newTrait = tree.getNodeTrait(newNode, indicatorTrait);
tree.setNodeTrait(node, indicatorTrait, newTrait);
tree.setNodeTrait(newNode, indicatorTrait, nodeTrait);
if (swapTrait2) {
if (trait2 != null) {
nodeTrait = tree.getNodeTrait(node, trait2);
newTrait = tree.getNodeTrait(newNode, trait2);
tree.setNodeTrait(node, trait2, newTrait);
tree.setNodeTrait(newNode, trait2, nodeTrait);
} else {
nodeRate = tree.getNodeRate(node);
newRate = tree.getNodeRate(newNode);
tree.setNodeRate(node, newRate);
tree.setNodeRate(newNode, nodeRate);
}
}
return 0.0;
}
public final int rateChange(TreeModel tree, NodeRef node) {
return (int) Math.round(tree.getNodeTrait(node, indicatorTrait));
}
// Interface MCMCOperator
public final String getOperatorName() {
return TreeBitRandomWalkOperatorParser.BIT_RANDOM_WALK_OPERATOR + "(" + indicatorTrait + ")";
}
public final String getPerformanceSuggestion() {
return "no performance suggestion";
}
public String toString() {
return getOperatorName();
}
// Private instance variables
private TreeModel tree;
private String indicatorTrait;
private String trait2;
private int k;
private boolean swapTrait2 = true;
}