Files
BiGpairSEQ/src/main/java/GraphModificationFunctions.java
eugenefischer 14fcfe1ff3 spacing
2022-09-26 23:38:56 -05:00

139 lines
5.8 KiB
Java

import org.jgrapht.graph.DefaultWeightedEdge;
import org.jgrapht.graph.SimpleWeightedGraph;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
public interface GraphModificationFunctions {
//remove over- and under-weight edges, return removed edges
static Map<Vertex[], Integer> filterByOverlapThresholds(SimpleWeightedGraph<Vertex, DefaultWeightedEdge> graph,
int low, int high, boolean saveEdges) {
Map<Vertex[], Integer> removedEdges = new HashMap<>();
for (DefaultWeightedEdge e : graph.edgeSet()) {
if ((graph.getEdgeWeight(e) > high) || (graph.getEdgeWeight(e) < low)) {
if(saveEdges) {
Vertex source = graph.getEdgeSource(e);
Vertex target = graph.getEdgeTarget(e);
Integer weight = (int) graph.getEdgeWeight(e);
Vertex[] edge = {source, target};
removedEdges.put(edge, weight);
}
else {
graph.setEdgeWeight(e, 0.0);
}
}
}
if(saveEdges) {
for (Vertex[] edge : removedEdges.keySet()) {
graph.removeEdge(edge[0], edge[1]);
}
}
return removedEdges;
}
//Remove edges for pairs with large occupancy discrepancy, return removed edges
static Map<Vertex[], Integer> filterByRelativeOccupancy(SimpleWeightedGraph<Vertex, DefaultWeightedEdge> graph,
Integer maxOccupancyDifference, boolean saveEdges) {
Map<Vertex[], Integer> removedEdges = new HashMap<>();
for (DefaultWeightedEdge e : graph.edgeSet()) {
Integer alphaOcc = graph.getEdgeSource(e).getOccupancy();
Integer betaOcc = graph.getEdgeTarget(e).getOccupancy();
if (Math.abs(alphaOcc - betaOcc) >= maxOccupancyDifference) {
if (saveEdges) {
Vertex source = graph.getEdgeSource(e);
Vertex target = graph.getEdgeTarget(e);
Integer weight = (int) graph.getEdgeWeight(e);
Vertex[] edge = {source, target};
removedEdges.put(edge, weight);
}
else {
graph.setEdgeWeight(e, 0.0);
}
}
}
if(saveEdges) {
for (Vertex[] edge : removedEdges.keySet()) {
graph.removeEdge(edge[0], edge[1]);
}
}
return removedEdges;
}
//Remove edges for pairs where overlap size is significantly lower than the well occupancy, return removed edges
static Map<Vertex[], Integer> filterByOverlapPercent(SimpleWeightedGraph<Vertex, DefaultWeightedEdge> graph,
Integer minOverlapPercent,
boolean saveEdges) {
Map<Vertex[], Integer> removedEdges = new HashMap<>();
for (DefaultWeightedEdge e : graph.edgeSet()) {
Integer alphaOcc = graph.getEdgeSource(e).getOccupancy();
Integer betaOcc = graph.getEdgeTarget(e).getOccupancy();
double weight = graph.getEdgeWeight(e);
double min = minOverlapPercent / 100.0;
if ((weight / alphaOcc < min) || (weight / betaOcc < min)) {
if (saveEdges) {
Vertex source = graph.getEdgeSource(e);
Vertex target = graph.getEdgeTarget(e);
Integer intWeight = (int) graph.getEdgeWeight(e);
Vertex[] edge = {source, target};
removedEdges.put(edge, intWeight);
}
else {
graph.setEdgeWeight(e, 0.0);
}
}
}
if(saveEdges) {
for (Vertex[] edge : removedEdges.keySet()) {
graph.removeEdge(edge[0], edge[1]);
}
}
return removedEdges;
}
static Map<Vertex[], Integer> filterByRelativeReadCount (SimpleWeightedGraph<Vertex, DefaultWeightedEdge> graph, Integer threshold, boolean saveEdges) {
Map<Vertex[], Integer> removedEdges = new HashMap<>();
Boolean passes;
for (DefaultWeightedEdge e : graph.edgeSet()) {
Integer alphaReadCount = graph.getEdgeSource(e).getReadCount();
Integer betaReadCount = graph.getEdgeTarget(e).getReadCount();
passes = RelativeReadCountFilterFunction(threshold, alphaReadCount, betaReadCount);
if (!passes) {
if (saveEdges) {
Vertex source = graph.getEdgeSource(e);
Vertex target = graph.getEdgeTarget(e);
Integer intWeight = (int) graph.getEdgeWeight(e);
Vertex[] edge = {source, target};
removedEdges.put(edge, intWeight);
}
else {
graph.setEdgeWeight(e, 0.0);
}
}
}
if(saveEdges) {
for (Vertex[] edge : removedEdges.keySet()) {
graph.removeEdge(edge[0], edge[1]);
}
}
return removedEdges;
}
static Boolean RelativeReadCountFilterFunction(Integer threshold, Integer alphaReadCount, Integer betaReadCount) {
return Math.abs(alphaReadCount - betaReadCount) < threshold;
}
static void addRemovedEdges(SimpleWeightedGraph<Vertex, DefaultWeightedEdge> graph,
Map<Vertex[], Integer> removedEdges) {
for (Vertex[] edge : removedEdges.keySet()) {
DefaultWeightedEdge e = graph.addEdge(edge[0], edge[1]);
graph.setEdgeWeight(e, removedEdges.get(edge));
}
}
}