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VirusTree.java
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/* Stores a list of Viruses that have sampled during the course of the simulation */
import java.util.*;
import java.io.*;
import static java.lang.Math.*;
public class VirusTree {
// fields
private static Virus root = Parameters.urVirus;
private static List<Virus> tips = new ArrayList<Virus>();
public static double xMin;
public static double xMax;
public static double yMin;
public static double yMax;
public static double zMin;
public static double zMax;
static final Comparator<Virus> descendantOrder = new Comparator<Virus>() {
public int compare(Virus v1, Virus v2) {
Integer descendantsV1 = new Integer(getNumberOfDescendants(v1));
Integer descendantsV2 = new Integer(getNumberOfDescendants(v2));
return descendantsV1.compareTo(descendantsV2);
}
};
// static methods
public static void add(Virus v) {
tips.add(v);
}
public static void clear() {
tips.clear();
}
public static List<Virus> getTips() {
return tips;
}
public static Virus getRoot() {
return root;
}
// go through tips and find TMRCA
public static Virus getTMRCA() {
Virus tmrca = tips.get(0);
for(int i = 1; i < tips.size(); i++) {
tmrca = tmrca.commonAncestor(tips.get(i));
}
return tmrca;
}
// reroot tree at TMRCA rather than urVirus
public static void reroot() {
root = getTMRCA();
}
// return a random tip that lies between year from and year to
public static Virus getRandomTipFromTo(double from, double to) {
// fill temporary list
List<Virus> select = new ArrayList<Virus>();
for (Virus v : tips) {
double x = v.getBirth();
if (x >= from && x < to) {
select.add(v);
}
}
// pull random virus from this list
Virus rV = null;
if (select.size() > 0) {
int index = Random.nextInt(0,select.size()-1);
rV = select.get(index);
}
return rV;
}
public static int getDemeCount(int d) {
int count = 0;
for (Virus v : tips) {
if (v.getDeme() == d) {
count++;
}
}
return count;
}
// work backwards for each sample filling the children lists
public static void fillBackward() {
for (Virus child : tips) {
Virus parent = child.getParent();
while (parent != null) {
parent.addChild(child);
parent.incrementCoverage();
child = parent;
parent = child.getParent();
}
}
}
public static void dropTips() {
List<Virus> reducedTips = new ArrayList<Virus>();
for (Virus v : tips) {
if (Random.nextBoolean(Parameters.treeProportion)) {
reducedTips.add(v);
}
}
tips = reducedTips;
}
// marking to by time, not proportional to prevalence
public static void markTips() {
// for (Virus v : tips) {
// if (Random.nextBoolean(Parameters.treeProportion)) {
// while (v.getParent() != null) {
// v.mark();
// v = v.getParent();
// }
// }
// }
for (double i = 0; i < Parameters.getDate(); i+=0.1) {
Virus v = getRandomTipFromTo(i,i+0.1);
if (v != null) {
while (v.getParent() != null) {
v.mark();
v = v.getParent();
}
}
}
}
// prune tips
public static void pruneTips() {
List<Virus> reducedTips = new ArrayList<Virus>();
for (int d = 0; d < Parameters.demeCount; d++) {
double keepProportion = (double) Parameters.tipSamplesPerDeme / (double) getDemeCount(d);
for (Virus v : tips) {
if (Random.nextBoolean(keepProportion) && v.getDeme() == d) {
reducedTips.add(v);
}
}
}
tips = reducedTips;
}
// returns virus v and all its descendents via a depth-first traversal
public static List<Virus> postOrderNodes(Virus v) {
List<Virus> vNodes = new ArrayList<Virus>();
vNodes.add(v);
vNodes = postOrderChildren(vNodes);
return vNodes;
}
public static List<Virus> postOrderNodes() {
return postOrderNodes(root);
}
// returns virus v and all its descendents via a depth-first traversal
public static List<Virus> postOrderChildren(List<Virus> vNodes) {
Virus last = vNodes.get(vNodes.size()-1);
for (Virus child : last.getChildren()) {
vNodes.add(child);
postOrderChildren(vNodes);
}
return vNodes;
}
// Count total descendents of a Virus, working through its children and its children's children
public static int getNumberOfDescendants(Virus v) {
int numberOfDescendants = v.getNumberOfChildren();
for (Virus child : v.getChildren()) {
numberOfDescendants += getNumberOfDescendants(child);
}
return numberOfDescendants;
}
public static int getNumberOfDescendants() {
return getNumberOfDescendants(root);
}
// sorts children lists so that first member is child with more descendents than second member
public static void sortChildrenByDescendants(Virus v) {
List<Virus> children = v.getChildren();
Collections.sort(children, descendantOrder);
for (Virus child : children) {
sortChildrenByDescendants(child);
}
}
public static void sortChildrenByDescendants() {
sortChildrenByDescendants(root);
}
// sets Virus layout based on a postorder traversal
public static void setLayoutByDescendants() {
List<Virus> vNodes = postOrderNodes();
// set layout of tips based on traversal
double y = 0;
for (Virus v : vNodes) {
// if (tips.contains(v)) {
if (v.isTip()) {
v.setLayout(y);
y++;
}
}
// update layout of internal nodes
Collections.reverse(vNodes);
for (Virus v : vNodes) {
if (v.getNumberOfChildren() > 0) {
double mean = 0;
for (Virus child : v.getChildren()) {
mean += child.getLayout();
}
mean /= v.getNumberOfChildren();
v.setLayout(mean);
}
}
}
// looks at a virus and its grandparent, if traits are identical and there is no branching
// then make virus child rather than grandchild
// returns v.parent after all is said and done
public static Virus collapse(Virus v) {
Virus vp = null;
Virus vgp = null;
if (v.getParent() != null) {
vp = v.getParent();
if (vp.getParent() != null) {
vgp = vp.getParent();
}
}
if (vp != null && vgp != null) {
// if (vp.getNumberOfChildren() == 1 && v.getPhenotype() == vp.getPhenotype() && v.isTrunk() == vp.isTrunk() && v.getDeme() == vp.getDeme()) {
if (vp.getNumberOfChildren() == 1) {
List<Virus> vgpChildren = vgp.getChildren();
int vpIndex = vgpChildren.indexOf(vp);
if (vpIndex >= 0) {
// replace virus as child of grandparent
vgpChildren.set(vpIndex, v);
// replace grandparent as parent of virus
v.setParent(vgp);
// erase parent
vp = null;
}
}
}
return v.getParent();
}
// walks backward using the list of tips, collapsing where possible
public static void streamline() {
for (Virus v : tips) {
Virus vp = v;
while (vp != null) {
vp = collapse(vp);
}
}
}
// rotate the 2d euclidean space using PCA, returning an x-axis with maximum variance
public static void rotate() {
if (Parameters.phenotypeSpace == "geometric") {
// load a 2d array with phenotypes
List<Virus> virusList = postOrderNodes();
int n = virusList.size();
int m = 2;
double[][] input = new double[n][m];
for (int i = 0; i < n; i++) {
Virus v = virusList.get(i);
GeometricPhenotype p = (GeometricPhenotype) v.getPhenotype();
double x = p.getTraitA();
double y = p.getTraitB();
input[i][0] = x;
input[i][1] = y;
}
// project this array
double[][] projected = SimplePCA.project(input);
// reset phenotypes based on projection
for (int i = 0; i < n; i++) {
Virus v = virusList.get(i);
GeometricPhenotype p = (GeometricPhenotype) v.getPhenotype();
double x = projected[i][0];
double y = projected[i][1];
p.setTraitA(x);
p.setTraitB(y);
}
}
if (Parameters.phenotypeSpace == "geometric3d") {
// load a 2d array with phenotypes
List<Virus> virusList = postOrderNodes();
int n = virusList.size();
int m = 3;
double[][] input = new double[n][m];
for (int i = 0; i < n; i++) {
Virus v = virusList.get(i);
GeometricPhenotype3D p = (GeometricPhenotype3D) v.getPhenotype();
double x = p.getTraitA();
double y = p.getTraitB();
double z = p.getTraitC();
input[i][0] = x;
input[i][1] = y;
input[i][2] = z;
}
// project this array
double[][] projected = SimplePCA.project3D(input);
// reset phenotypes based on projection
for (int i = 0; i < n; i++) {
Virus v = virusList.get(i);
GeometricPhenotype3D p = (GeometricPhenotype3D) v.getPhenotype();
double x = projected[i][0];
double y = projected[i][1];
double z = projected[i][2];
p.setTraitA(x);
p.setTraitB(y);
p.setTraitC(z);
}
}
}
// flips the 2d euclidean space so that first sample is always to the left of the last sample
public static void flip() {
if (Parameters.phenotypeSpace == "geometric") {
List<Virus> virusList = postOrderNodes();
int n = virusList.size();
// find first and last virus
Virus firstVirus = virusList.get(0);
Virus lastVirus = virusList.get(0);
double firstDate = firstVirus.getBirth();
double lastDate = lastVirus.getBirth();
for (Virus v : virusList) {
if (v.getBirth() < firstDate) {
firstDate = v.getBirth();
firstVirus = v;
}
if (v.getBirth() > lastDate) {
lastDate = v.getBirth();
lastVirus = v;
}
}
// is the x-value of first virus greater than the x-value of last virus?
// if so, flip
GeometricPhenotype p = (GeometricPhenotype) firstVirus.getPhenotype();
double firstX = p.getTraitA();
p = (GeometricPhenotype) lastVirus.getPhenotype();
double lastX = p.getTraitA();
if (firstX > lastX) {
// I think that postOrderNodes() has replicates in it, need to go through some hoops because of this
double[] input = new double[n];
for (int i = 0; i < n; i++) {
Virus v = virusList.get(i);
p = (GeometricPhenotype) v.getPhenotype();
input[i] = p.getTraitA();;
}
for (int i = 0; i < n; i++) {
Virus v = virusList.get(i);
p = (GeometricPhenotype) v.getPhenotype();
double x = -1*input[i];
p.setTraitA(x);
}
}
}
if (Parameters.phenotypeSpace == "geometric3d") {
List<Virus> virusList = postOrderNodes();
int n = virusList.size();
// find first and last virus
Virus firstVirus = virusList.get(0);
Virus lastVirus = virusList.get(0);
double firstDate = firstVirus.getBirth();
double lastDate = lastVirus.getBirth();
for (Virus v : virusList) {
if (v.getBirth() < firstDate) {
firstDate = v.getBirth();
firstVirus = v;
}
if (v.getBirth() > lastDate) {
lastDate = v.getBirth();
lastVirus = v;
}
}
// is the x-value of first virus greater than the x-value of last virus?
// if so, flip
GeometricPhenotype3D p = (GeometricPhenotype3D) firstVirus.getPhenotype();
double firstX = p.getTraitA();
p = (GeometricPhenotype3D) lastVirus.getPhenotype();
double lastX = p.getTraitA();
if (firstX > lastX) {
// I think that postOrderNodes() has replicates in it, need to go through some hoops because of this
double[] input = new double[n];
for (int i = 0; i < n; i++) {
Virus v = virusList.get(i);
p = (GeometricPhenotype3D) v.getPhenotype();
input[i] = p.getTraitA();;
}
for (int i = 0; i < n; i++) {
Virus v = virusList.get(i);
p = (GeometricPhenotype3D) v.getPhenotype();
double x = -1*input[i];
p.setTraitA(x);
}
}
}
}
// walks through list of nodes and update min and max ranges appropriately
public static void updateRange() {
xMin = 0.0;
xMax = 0.0;
yMin = 0.0;
yMax = 0.0;
zMin = 0.0;
zMax = 0.0;
if (Parameters.phenotypeSpace == "geometric") {
for (Virus v : postOrderNodes()) {
GeometricPhenotype p = (GeometricPhenotype) v.getPhenotype();
double x = p.getTraitA();
double y = p.getTraitB();
if (xMin > x) { xMin = x; }
if (xMax < x) { xMax = x; }
if (yMin > y) { yMin = y; }
if (yMax < y) { yMax = y; }
}
}
if (Parameters.phenotypeSpace == "geometric3d") {
for (Virus v : postOrderNodes()) {
GeometricPhenotype3D p = (GeometricPhenotype3D) v.getPhenotype();
double x = p.getTraitA();
double y = p.getTraitB();
double z = p.getTraitC();
if (xMin > x) { xMin = x; }
if (xMax < x) { xMax = x; }
if (yMin > y) { yMin = y; }
if (yMax < y) { yMax = y; }
if (zMin > z) { zMin = z; }
if (zMax < z) { zMax = z; }
}
}
xMin = Math.floor(xMin) - 10;
xMax = Math.ceil(xMax) + 10;
yMin = Math.floor(yMin) - 10;
yMax = Math.ceil(yMax) + 10;
zMin = Math.floor(zMin) - 10;
zMax = Math.ceil(zMax) + 10;
}
public static void printRange() {
try {
File rangeFile = new File("out.range");
rangeFile.delete();
rangeFile.createNewFile();
PrintStream rangeStream = new PrintStream(rangeFile);
rangeStream.printf("%.4f,%.4f,%.4f,%.4f,%.4f,%.4f\n", xMin, xMax, yMin, yMax, zMin, zMax);
rangeStream.close();
} catch(IOException ex) {
System.out.println("Could not write to file");
System.exit(0);
}
}
public static void printTips() {
try {
File tipFile = new File("out.tips");
tipFile.delete();
tipFile.createNewFile();
PrintStream tipStream = new PrintStream(tipFile);
tipStream.printf("\"%s\",\"%s\",\"%s\",\"%s\",\"%s\",\"%s\",\"%s\",\"%s\",\"%s\"\n", "name", "year", "trunk", "tip", "mark", "location", "layout", "ag1", "ag2");
for (int i = 0; i < tips.size(); i++) {
Virus v = tips.get(i);
tipStream.printf("\"%s\",%.4f,%d,%d,%d,%d,%.4f,%s\n", v, v.getBirth(), v.isTrunk()?1:0, v.isTip()?1:0, v.isMarked()?1:0, v.getDeme(), v.getLayout(), v.getPhenotype());
}
tipStream.close();
} catch(IOException ex) {
System.out.println("Could not write to file");
System.exit(0);
}
}
public static void printBranches() {
try {
File branchFile = new File("out.branches");
branchFile.delete();
branchFile.createNewFile();
PrintStream branchStream = new PrintStream(branchFile);
for (Virus v : postOrderNodes()) {
if (v.getParent() != null) {
Virus vp = v.getParent();
branchStream.printf("{\"%s\",%.4f,%d,%d,%d,%d,%.4f,%s}\t", v, v.getBirth(), v.isTrunk()?1:0, v.isTip()?1:0, v.isMarked()?1:0, v.getDeme(), v.getLayout(), v.getPhenotype());
branchStream.printf("{\"%s\",%.4f,%d,%d,%d,%d,%.4f,%s}\t", vp, vp.getBirth(), vp.isTrunk()?1:0, vp.isTip()?1:0, v.isMarked()?1:0, vp.getDeme(), vp.getLayout(), vp.getPhenotype());
branchStream.printf("%d\n", vp.getCoverage());
}
}
branchStream.close();
} catch(IOException ex) {
System.out.println("Could not write to file");
System.exit(0);
}
}
// assess node in building Newick string
public static Virus assessNode(Virus v, List<Virus> visited, PrintStream treeStream) {
Virus returnVirus = null;
boolean printHeight = false;
// if virus has multiple children, return first child that has not been visited
if (v.getNumberOfChildren() > 1) {
boolean childrenVisited = true;
for (int i = 0; i < v.getNumberOfChildren(); i++) {
Virus vc = v.getChildren().get(i);
if (!visited.contains(vc)) {
if (i == 0) {
treeStream.print("(");
}
else {
treeStream.print(",");
}
childrenVisited = false;
returnVirus = vc;
break;
}
}
// failure, all children visited, return to parent
if (childrenVisited) {
treeStream.print(")");
printHeight = true;
returnVirus = v.getParent();
}
}
// if tip is encountered, print tip, return to parent
if (v.getNumberOfChildren() == 0) {
treeStream.print(v.toString());
printHeight = true;
returnVirus = v.getParent();
}
// walk down (or up) branches
if (v.getNumberOfChildren() == 1) {
Virus vc = v.getChildren().get(0);
if (!visited.contains(vc)) {
returnVirus = vc;
}
else {
returnVirus = v.getParent();
}
}
// find height, walk back until a parent with a split occurs
if (printHeight && v.getParent() != null) {
treeStream.printf("[&antigenic={%s}]", v.getPhenotype() );
Virus vp = v.getParent();
while (vp.getNumberOfChildren() == 1 && vp.getParent() != null) {
vp = vp.getParent();
}
double height = v.getBirth() - vp.getBirth();
treeStream.printf(":%.4f", height);
}
return returnVirus;
}
public static void printNewick() {
try {
File treeFile = new File("out.trees");
treeFile.delete();
treeFile.createNewFile();
PrintStream treeStream = new PrintStream(treeFile);
List<Virus> visited = new ArrayList<Virus>();
// start at root
Virus v = root;
visited.add(v);
while (v != null) {
v = assessNode(v, visited, treeStream);
visited.add(v);
}
treeStream.println();
treeStream.close();
} catch(IOException ex) {
System.out.println("Could not write to file");
System.exit(0);
}
}
public static int sideBranchMutations() {
int count = 0;
for (Virus v : postOrderNodes()) {
if (v.getParent() != null && v.getBirth() < Parameters.getDate() - Parameters.yearsFromMK) {
Virus vp = v.getParent();
if (!v.isTrunk() && !vp.isTrunk() && v.getPhenotype() != vp.getPhenotype()) {
count++;
}
}
}
return count;
}
public static double sideBranchOpportunity() {
double time = 0;
for (Virus v : postOrderNodes()) {
if (v.getParent() != null && v.getBirth() < Parameters.getDate() - Parameters.yearsFromMK) {
Virus vp = v.getParent();
if (!v.isTrunk() && !vp.isTrunk()) {
time += v.getBirth() - vp.getBirth();
}
}
}
return time;
}
public static int trunkMutations() {
int count = 0;
for (Virus v : postOrderNodes()) {
if (v.getParent() != null && v.getBirth() < Parameters.getDate() - Parameters.yearsFromMK) {
Virus vp = v.getParent();
if (v.isTrunk() && vp.isTrunk() && v.getPhenotype() != vp.getPhenotype()) {
count++;
}
}
}
return count;
}
public static double trunkOpportunity() {
double time = 0;
for (Virus v : postOrderNodes()) {
if (v.getParent() != null && v.getBirth() < Parameters.getDate() - Parameters.yearsFromMK) {
Virus vp = v.getParent();
if (v.isTrunk() && vp.isTrunk()) {
time += v.getBirth() - vp.getBirth();
}
}
}
return time;
}
public static void printMKSummary() {
try {
PrintStream summaryStream = new PrintStream(new FileOutputStream("out.summary", true)); // append
double sideBranchMut = (double) sideBranchMutations();
double sideBranchOpp = sideBranchOpportunity();
double sideBranchRate = sideBranchMut / sideBranchOpp;
double trunkMut = (double) trunkMutations();
double trunkOpp = trunkOpportunity();
double trunkRate = trunkMut / trunkOpp;
double mkRatio = trunkRate / sideBranchRate;
summaryStream.printf("sideBranchRate\t%.4f\n", sideBranchRate);
summaryStream.printf("trunkRate\t%.4f\n", trunkRate);
summaryStream.printf("mkRatio\t%.4f\n", mkRatio);
summaryStream.close();
} catch(IOException ex) {
System.out.println("Could not write to file");
System.exit(0);
}
}
}