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TASSEL 6 is a software package to evaluate traits association. Feature Tables are at the heart of the package where, a feature is a range of positions or a single position. Row in the that table are taxon.

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// TreeUtils.java
//
// (c) 1999-2001 PAL Development Core Team
//
// This package may be distributed under the
// terms of the Lesser GNU General Public License (LGPL)
package net.maizegenetics.taxa.tree;

import java.io.IOException;
import net.maizegenetics.util.FormattedOutput;
import net.maizegenetics.stats.math.MersenneTwisterFast;
import net.maizegenetics.taxa.TaxaList;
import net.maizegenetics.taxa.TaxaListBuilder;
import net.maizegenetics.taxa.Taxon;

import java.io.PrintWriter;
import java.io.Writer;

/**
 * various utility functions on trees.
 *
 * @author Alexei Drummond
 * @author Korbinian Strimmer
 * @author Matthew Goode
 */
public class TreeUtils {

    /**
     * computes Robinson-Foulds (1981) distance between two trees
     *
     * @param t1 tree 1
     * @param t2 tree 2
     *
     * Definition: Assuming that t1 is the reference tree, let fn be the false
     * negatives, i.e. the number of edges in t1 missing in t2, and fp the
     * number of false positives, i.e. the number of edges in t2 missing in t1.
     * The RF distance is then (fn + fp)/2
     */
    public static double getRobinsonFouldsDistance(Tree t1, Tree t2) {
        SplitSystem s1 = SplitUtils.getSplits(t1);

        return getRobinsonFouldsDistance(s1, t2);
    }

    /**
     * computes Robinson-Foulds (1981) distance between two trees
     *
     * @param s1 tree 1 (as represented by a SplitSystem)
     * @param t2 tree 2
     */
    public static double getRobinsonFouldsDistance(SplitSystem s1, Tree t2) {
        TaxaList idGroup = s1.getIdGroup();
        SplitSystem s2 = SplitUtils.getSplits(idGroup, t2);

        if (s1.getLabelCount() != s2.getLabelCount()) {
            throw new IllegalArgumentException("Number of labels must be the same!");
        }

        int ns1 = s1.getSplitCount();
        int ns2 = s2.getSplitCount();

        // number of splits in t1 missing in t2
        int fn = 0;
        for (int i = 0; i < ns1; i++) {
            if (!s2.hasSplit(s1.getSplit(i))) {
                fn++;
            }
        }

        // number of splits in t2 missing in t1
        int fp = 0;
        for (int i = 0; i < ns2; i++) {
            if (!s1.hasSplit(s2.getSplit(i))) {
                fp++;
            }
        }

        return 0.5 * ((double) fp + (double) fn);
    }

    /**
     * computes Robinson-Foulds (1981) distance between two trees rescaled to a
     * number between 0 and 1
     *
     * @param t1 tree 1
     * @param t2 tree 2
     */
    public static double getRobinsonFouldsRescaledDistance(Tree t1, Tree t2) {
        SplitSystem s1 = SplitUtils.getSplits(t1);

        return getRobinsonFouldsRescaledDistance(s1, t2);
    }

    /**
     * computes Robinson-Foulds (1981) distance between two trees rescaled to a
     * number between 0 and 1
     *
     * @param s1 tree 1 (as represented by a SplitSystem)
     * @param t2 tree 2
     */
    public static double getRobinsonFouldsRescaledDistance(SplitSystem s1, Tree t2) {
        return getRobinsonFouldsDistance(s1, t2) / (double) s1.getSplitCount();
    }
    private static MersenneTwisterFast random = new MersenneTwisterFast();

    /**
     * Returns a uniformly distributed random node from the tree, including both
     * internal and external nodes.
     */
    public static Node getRandomNode(Tree tree) {
        int index = random.nextInt(tree.getExternalNodeCount() + tree.getInternalNodeCount());
        if (index >= tree.getExternalNodeCount()) {
            return tree.getInternalNode(index - tree.getExternalNodeCount());
        } else {
            return tree.getExternalNode(index);
        }
    }

    /**
     * @return the first found node that has a certain name (as determined by
     * the nodes Taxon) in the tree defined by a root node.
     * @param tree The Tree supposidly containing such a named node
     * @param name The name of the node to find.
     * @return The node with the name, or null if no such node exists
     * @see net.maizegenetics.pal.taxa.Taxon , Node
     */
    public static final Node getNodeByName(Tree tree, String name) {
        return getNodeByName(tree.getRoot(), name);
    }

    /**
     * @return the first found node that has a certain name (as determined by
     * the nodes Taxon) in the tree defined by a root node.
     * @param root The root node of a tree
     * @param name The name of the node to find.
     * @return The node with the name, or null if no such node exists
     * @see net.maizegenetics.pal.taxa.Taxon , Node
     */
    public static final Node getNodeByName(Node root, String name) {
        if (root.getIdentifier().getName().equals(name)) {
            return root;
        }
        for (int i = 0; i < root.getChildCount(); i++) {
            Node result = getNodeByName(root.getChild(i), name);
            if (result != null) {
                return result;
            }
        }
        return null;
    }

    /**
     * Rotates branches by leaf count. WARNING: assumes binary tree!
     */
    public static void rotateByLeafCount(Tree tree) {
        rotateByLeafCount(tree.getRoot());
    }

    /**
     * get list of the identifiers of the external nodes
     *
     * @return leaf identifier group
     */
    public static final TaxaList getLeafIdGroup(Tree tree) {
        tree.createNodeList();

        TaxaListBuilder labelList = new TaxaListBuilder();

        for (int i = 0; i < tree.getExternalNodeCount(); i++) {
            labelList.add(tree.getExternalNode(i).getIdentifier());
        }

        return labelList.build();
    }

    /**
     * print a this tree in New Hampshire format (including distances and
     * internal labels)
     *
     * @param out output stream
     */
    public static void printNH(Tree tree, PrintWriter out) throws IOException {
        printNH(tree, out, true, true);
    }

    /**
     * print this tree in New Hampshire format
     *
     * @param out output stream
     * @param printLengths boolean variable determining whether branch lengths
     * should be included in output
     * @param printInternalLabels boolean variable determining whether internal
     * labels should be included in output
     */
    public static void printNH(Tree tree, PrintWriter out,
            boolean printLengths, boolean printInternalLabels) throws IOException {

        NodeUtils.printNH(out, tree.getRoot(),
                printLengths, printInternalLabels);
        out.println(";");
    }

    /**
     * a tree that has been re-rooted at the given internal node. The original
     * root of the tree must have had at least 3 children.
     */
    public static void reroot(Tree tree, Node node) {
        reroot(node);
        tree.setRoot(node);
    }

    /**
     * Return node with the highest average minimum and maximum distance. Ed
     * thinks this is roughly the midpoint - need to look this up
     *
     * @param tree
     * @return
     */
    public static Node findMidpointNode(Tree tree) {
        Node midNode = null;
        double maxAvgDist = -1;
        for (int i = 0; i < tree.getInternalNodeCount(); i++) {
            Node iNode = tree.getInternalNode(i);
            double[] d = NodeUtils.getPathLengthInfo(iNode);
            double avg = (d[0] + d[1]) / 2.0;
            if (maxAvgDist < avg) {
                maxAvgDist = avg;
                midNode = iNode;
            }
        }
        return midNode;
    }

    /*
     * compute distance of external node a to all other leaves
     * (computational complexity of this method is only O(n), following
     * D.Bryant and P. Wadell. 1998. MBE 15:1346-1359)
     *
     * @param tree tree
     * @param a node
     * @param dist array for the node-to-node distance distances
     * @param idist array for the distance between a and all internal nodes
     * @param countEdges boolean variable deciding whether the actual
     *                   branch lengths are used in computing the distance
     *                   or whether simply all edges larger or equal a certain
     *                   threshold length are counted (each with weight 1.0)
     * @param epsilon    minimum branch length for a which an edge is counted
     */
    public static void computeAllDistances(Tree tree,
            int a, double[] dist, double[] idist,
            boolean countEdges, double epsilon) {
        tree.createNodeList();

        dist[a] = 0.0;

        Node node = tree.getExternalNode(a);

        computeNodeDist(node, node.getParent(), dist, idist, countEdges, epsilon);
    }

    private static void computeNodeDist(Node origin, Node center,
            double[] dist, double[] idist,
            boolean countEdges, double epsilon) {
        int indexCenter = center.getNumber();
        int indexOrigin = origin.getNumber();
        double[] distCenter;
        double[] distOrigin;
        if (center.isLeaf()) {
            distCenter = dist;
        } else {
            distCenter = idist;
        }
        if (origin.isLeaf()) {
            distOrigin = dist;
        } else {
            distOrigin = idist;
        }

        double len;
        double tmp;
        if (origin.getParent() == center) {
            // center is parent of origin
            tmp = origin.getBranchLength();
        } else {
            // center is child of origin
            tmp = center.getBranchLength();
        }

        if (countEdges) // count all edges >= epsilon
        {
            if (tmp < epsilon) {
                len = 0.0;
            } else {
                len = 1.0;
            }
        } else // use branch lengths
        {
            len = tmp;
        }

        distCenter[indexCenter] = distOrigin[indexOrigin] + len;

        if (!center.isLeaf()) {
            for (int i = 0; i < center.getChildCount(); i++) {
                Node c = center.getChild(i);

                if (c != origin) {
                    computeNodeDist(center, c, dist, idist, countEdges, epsilon);
                }
            }

            if (!center.isRoot()) {
                Node p = center.getParent();

                if (p != origin) {
                    computeNodeDist(center, p, dist, idist, countEdges, epsilon);
                }
            }
        }
    }
    private static Node[] path;

    /**
     * compute distance between two external nodes
     *
     * @param tree tree
     * @param a external node 1
     * @param b external node 2
     *
     * @return distance between node a and b
     */
    public static final double computeDistance(Tree tree, int a, int b) {
        tree.createNodeList();
        int maxLen = tree.getInternalNodeCount() + 1;
        if (path == null || path.length < maxLen) {
            path = new Node[maxLen];
        }

        // len might be different from path.length
        int len = findPath(tree, a, b);

        double dist = 0.0;
        for (int i = 0; i < len; i++) {
            dist += path[i].getBranchLength();
        }

        return dist;
    }

    // Find path between external nodes a and b
    // After calling this method path contains all nodes
    // with edges lying between a and b (including a and b)
    // (note that the node lying on the intersection of a-root
    // and b-root is NOT contained because this node does
    // not contain a branch of the path)
    // The length of the path is also returned
    private static final int findPath(Tree tree, int a, int b) {
        // clean path
        for (int i = 0; i < path.length; i++) {
            path[i] = null;
        }
        // path from node a to root
        Node node = tree.getExternalNode(a);
        int len = 0;
        path[len] = node;
        len++;
        while (!node.isRoot()) {
            node = node.getParent();
            path[len] = node;
            len++;
        }

        // find intersection with path from node b to root
        Node stopNode = null;
        node = tree.getExternalNode(b);
        while (!node.isRoot()) {
            node = node.getParent();
            int pos = findInPath(node);

            if (pos != -1) {
                len = pos;
                stopNode = node;
                break;
            }
        }

        // fill rest of path
        node = tree.getExternalNode(b);
        path[len] = node;
        len++;
        node = node.getParent();
        while (node != stopNode) {
            path[len] = node;
            len++;
            node = node.getParent();
        }

        // clean rest
        for (int i = len; i < path.length; i++) {
            path[i] = null;
        }

        return len;
    }

    private static final int findInPath(Node node) {
        for (int i = 0; i < path.length; i++) {
            if (path[i] == node) {
                return i;
            } else if (path[i] == null) {
                return -1;
            }
        }

        return -1;
    }

    /**
     * Rotates branches by leaf count. WARNING: assumes binary tree!
     */
    private static void rotateByLeafCount(Node node) {

        if (!node.isLeaf()) {
            if (NodeUtils.getLeafCount(node.getChild(0))
                    > NodeUtils.getLeafCount(node.getChild(1))) {
                Node temp = node.getChild(0);
                node.removeChild(0);
                node.addChild(temp);
            }
            for (int i = 0; i < node.getChildCount(); i++) {
                rotateByLeafCount(node.getChild(i));
            }
        }
    }

    public static void report(Tree tree, Writer out) throws IOException {
        printASCII(tree, out);
        out.write("\n");
        branchInfo(tree, out);
        out.write("\n");
        heightInfo(tree, out);
    }
    private static FormattedOutput format;
    private static double proportion;
    private static int minLength;
    private static boolean[] umbrella;
    private static int[] position;
    private static int numExternalNodes;
    private static int numInternalNodes;
    private static int numBranches;

    // Print picture of current tree in ASCII
    private static void printASCII(Tree tree, Writer out) throws IOException {
        format = FormattedOutput.getInstance();

        tree.createNodeList();

        numExternalNodes = tree.getExternalNodeCount();
        numInternalNodes = tree.getInternalNodeCount();
        numBranches = numInternalNodes + numExternalNodes - 1;

        umbrella = new boolean[numExternalNodes];
        position = new int[numExternalNodes];

        minLength = (Integer.toString(numBranches)).length() + 1;

        int MAXCOLUMN = 40;
        Node root = tree.getRoot();
        if (root.getNodeHeight() == 0.0) {
            NodeUtils.lengths2Heights(root);
        }
        proportion = (double) MAXCOLUMN / root.getNodeHeight();

        for (int n = 0; n < numExternalNodes; n++) {
            umbrella[n] = false;
        }

        position[0] = 1;
        for (int i = root.getChildCount() - 1; i > -1; i--) {
            printNodeInASCII(out, root.getChild(i), 1, i, root.getChildCount());
            if (i != 0) {
                putCharAtLevel(out, 0, '|');
                out.write("\n");
            }
        }
    }

    // Print branch information
    private static void branchInfo(Tree tree, Writer out) throws IOException {

        //
        // CALL PRINTASCII FIRST !!!
        //
        // check if some SE values differ from the default zero
        boolean showSE = false;
        for (int i = 0; i < numExternalNodes && showSE == false; i++) {
            if (tree.getExternalNode(i).getBranchLengthSE() != 0.0) {
                showSE = true;
            }
            if (i < numInternalNodes - 1) {
                if (tree.getInternalNode(i).getBranchLengthSE() != 0.0) {
                    showSE = true;
                }
            }
        }

        format.displayIntegerWhite(out, numExternalNodes);
        out.write("   Length    ");
        if (showSE) {
            out.write("S.E.      ");
        }
        out.write("Label     ");
        if (numInternalNodes > 1) {
            format.displayIntegerWhite(out, numBranches);
            out.write("        Length    ");
            if (showSE) {
                out.write("S.E.      ");
            }
            out.write("Label");
        }
        out.write("\n");

        for (int i = 0; i < numExternalNodes; i++) {
            format.displayInteger(out, i + 1, numExternalNodes);
            out.write("   ");
            format.displayDecimal(out, tree.getExternalNode(i).getBranchLength(), 5);
            out.write("   ");
            if (showSE) {
                format.displayDecimal(out, tree.getExternalNode(i).getBranchLengthSE(), 5);
                out.write("   ");
            }
            format.displayLabel(out, tree.getExternalNode(i).getIdentifier().getName(), 10);

            if (i < numInternalNodes - 1) {
                format.multiplePrint(out, ' ', 5);
                format.displayInteger(out, i + 1 + numExternalNodes, numBranches);
                out.write("   ");
                format.displayDecimal(out, tree.getInternalNode(i).getBranchLength(), 5);
                out.write("   ");
                if (showSE) {
                    format.displayDecimal(out, tree.getInternalNode(i).getBranchLengthSE(), 5);
                    out.write("   ");
                }
                format.displayLabel(out, tree.getInternalNode(i).getIdentifier().getName(), 10);
            }

            out.write("\n");
        }
    }

    // Print height information
    private static void heightInfo(Tree tree, Writer out) throws IOException {
        //
        // CALL PRINTASCII FIRST
        //

        if (tree.getRoot().getNodeHeight() == 0.0) {
            NodeUtils.lengths2Heights(tree.getRoot());
        }

        // check if some SE values differ from the default zero
        //boolean showSE = false;
        //for (int i = 0; i < numInternalNodes && showSE == false; i++)
        //{
        //	if (tree.getInternalNode(i).getNodeHeightSE() != 0.0)
        //	{
        //		showSE = true;
        //	}
        //}
        format.displayIntegerWhite(out, numExternalNodes);
        out.write("   Height    ");
        format.displayIntegerWhite(out, numBranches);
        out.write("        Height    ");
        //if (showSE) out.print("S.E.");

        out.write("\n");

        for (int i = 0; i < numExternalNodes; i++) {
            format.displayInteger(out, i + 1, numExternalNodes);
            out.write("   ");
            format.displayDecimal(out, tree.getExternalNode(i).getNodeHeight(), 7);
            out.write("   ");

            if (i < numInternalNodes) {
                format.multiplePrint(out, ' ', 5);

                if (i == numInternalNodes - 1) {
                    out.write("R");
                    format.multiplePrint(out, ' ', Integer.toString(numBranches).length() - 1);
                } else {
                    format.displayInteger(out, i + 1 + numExternalNodes, numBranches);
                }

                out.write("   ");
                format.displayDecimal(out, tree.getInternalNode(i).getNodeHeight(), 7);
                out.write("   ");
            }

            out.write("\n");
        }
    }

    private static void printNodeInASCII(Writer out, Node node, int level, int m, int maxm) throws IOException {
        position[level] = (int) (node.getBranchLength() * proportion);

        if (position[level] < minLength) {
            position[level] = minLength;
        }

        if (node.isLeaf()) // external branch
        {
            if (m == maxm - 1) {
                umbrella[level - 1] = true;
            }

            printlnNodeWithNumberAndLabel(out, node, level);

            if (m == 0) {
                umbrella[level - 1] = false;
            }
        } else // internal branch
        {
            for (int n = node.getChildCount() - 1; n > -1; n--) {
                printNodeInASCII(out, node.getChild(n), level + 1, n, node.getChildCount());

                if (m == maxm - 1 && n == node.getChildCount() / 2) {
                    umbrella[level - 1] = true;
                }

                if (n != 0) {
                    if (n == node.getChildCount() / 2) {
                        printlnNodeWithNumberAndLabel(out, node, level);
                    } else {
                        for (int i = 0; i < level + 1; i++) {
                            if (umbrella[i]) {
                                putCharAtLevel(out, i, '|');
                            } else {
                                putCharAtLevel(out, i, ' ');
                            }
                        }
                        out.write("\n");
                    }
                }

                if (m == 0 && n == node.getChildCount() / 2) {
                    umbrella[level - 1] = false;
                }
            }
        }
    }

    private static void printlnNodeWithNumberAndLabel(Writer out, Node node, int level) throws IOException {
        for (int i = 0; i < level - 1; i++) {
            if (umbrella[i]) {
                putCharAtLevel(out, i, '|');
            } else {
                putCharAtLevel(out, i, ' ');
            }
        }

        putCharAtLevel(out, level - 1, '+');

        int branchNumber;
        if (node.isLeaf()) {
            branchNumber = node.getNumber() + 1;
        } else {
            branchNumber = node.getNumber() + 1 + numExternalNodes;
        }

        String numberAsString = Integer.toString(branchNumber);

        int numDashs = position[level] - numberAsString.length();
        for (int i = 0; i < numDashs; i++) {
            out.write('-');
        }
        out.write(numberAsString);

        if (node.isLeaf()) {
            out.write(" " + node.getIdentifier() + "\n");
        } else {
            if (!node.getIdentifier().equals(Taxon.ANONYMOUS)) {
                out.write("(" + node.getIdentifier() + ")");
            }
            out.write("\n");
        }
    }

    private static void putCharAtLevel(Writer out, int level, char c) throws IOException {
        int n = position[level] - 1;
        for (int i = 0; i < n; i++) {
            out.write(' ');
        }
        out.write(c);
    }

    /**
     * make given node the root node
     *
     * @param node new root node
     */
    private static void reroot(Node node) {
        if (node.isRoot() || node.isLeaf()) {
            return;
        }

        if (!node.getParent().isRoot()) {
            reroot(node.getParent());
        }

        // Now the parent of node is root
        if (node.getParent().getChildCount() < 3) {
            // Rerooting not possible
            return;
        }

        // Exchange branch label, length et cetera
        NodeUtils.exchangeInfo(node.getParent(), node);

        // Rearrange topology
        Node parent = node.getParent();
        NodeUtils.removeChild(parent, node);
        node.addChild(parent);
    }

}




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