- package com.example.portfolio3;
- // origin: <https://moodle.ruc.dk/course/section.php?id=211877>
- import java.io.BufferedReader;
- import java.io.BufferedReader;
- import java.io.FileReader;
- import java.io.FileWriter;
- import java.io.IOException;
- import java.io.PrintWriter;
- import java.util.ArrayList;
- import java.util.Collection;
- import java.util.Collections;
- import java.util.HashMap;
- import java.util.HashSet;
- import java.util.List;
- import java.util.Set;
- /// foo
- public class GraphAlgorithms {
- /// foo
- GraphAlgorithms() {}
- /// Calculates the length of a path or any other collection of edes
- ///
- /// does not require the edges to form a path
- /// @param edges foo
- /// @return int
- public static int pathLength(Collection<Edge> edges){
- return edges.stream().mapToInt(e-> e.weight()).sum();
- }
- /// checks whether a list of edges form a path so that
- ///
- /// the to-vertex in one edge is the from-vertex of the next
- /// @param edges foo
- /// @return boolean
- public static boolean isPath(List<Edge> edges){
- for(int i=1;i<edges.size();i++){
- if(edges.get(i-1).to()!=edges.get(i).from())return false;
- }
- return true;
- }
- ///Calculates the length of a path vertices in a graph
- ///
- /// return null if vertices are not connected as a path
- /// @param g foo
- /// @param path foo
- /// @return Integer
- public static Integer pathLength(Graph g,List<Vertex> path){
- int length=0;
- for(int i=1;i<path.size();i++){
- Integer w=g.getWeight(path.get(i-1),path.get(i));
- if(w==null)return null;
- length+=w;
- }
- return length;
- }
- //------------------------------------------------------------
- //
- // Comparators and sorting methods
- /// Comparator of edges based on weight
- ///
- /// can be used for sorting a list of edges
- /// @param e1 foo
- /// @param e2 foo
- /// @return int
- static int cmpEdgeWeight(Edge e1,Edge e2) {
- int w1=e1.weight(),w2=e2.weight();
- if(w1!=w2)return w1-w2;
- if(e1.from()!=e2.from())return e1.from().name().compareTo(e2.from().name());
- return e1.to().name().compareTo(e2.to().name());
- }
- /// Comparator of edges based on from-vertex
- ///
- /// can be used for sorting a list of edges
- /// @param e1 foo
- /// @param e2 foo
- /// @return int
- static int cmpEdgeFrom(Edge e1,Edge e2) {
- if(e1.from()!=e2.from())return e1.from().name().compareTo(e2.from().name());
- int w1=e1.weight(),w2=e2.weight();
- if(w1!=w2)return w1-w2;
- return e1.to().name().compareTo(e2.to().name());
- }
- /// Comparator of edges based on from-vertex
- ///
- /// can be used for sorting a list of edges
- /// @param e1 foo
- /// @param e2 foo
- /// @return int
- static int cmpEdgeTo(Edge e1,Edge e2) {
- if(e1.to()!=e2.to())return e1.to().name().compareTo(e2.to().name());
- if(e1.from()!=e2.from())return e1.from().name().compareTo(e2.from().name());
- int w1=e1.weight(),w2=e2.weight();
- return w1-w2;
- }
- /// sort a collection of edges based on their weights
- /// @param edges foo
- /// @return List<Edge>
- static List<Edge> sortEdges(Collection<Edge> edges){
- ArrayList<Edge> list=new ArrayList<>(edges);
- Collections.sort(list,GraphAlgorithms::cmpEdgeWeight);
- return list;
- }
- /// sort a collection of edges based on from-vertex
- /// @param edges foo
- /// @return List<Edge>
- static List<Edge> sortEdgesFrom(Collection<Edge> edges){
- ArrayList<Edge> list=new ArrayList<>(edges);
- Collections.sort(list,GraphAlgorithms::cmpEdgeFrom);
- return list;
- }
- /// sort a collection of edges based on to-vertex
- /// @param edges foo
- /// @return List<Edge>
- static List<Edge> sortEdgesTo(Collection<Edge> edges){
- ArrayList<Edge> list=new ArrayList<>(edges);
- Collections.sort(list,GraphAlgorithms::cmpEdgeTo);
- return list;
- }
- /// sort a collection of vertices based on their name
- /// @param vertices foo
- /// @return List<Vertex>
- static List<Vertex> sortVertex(Collection<Vertex> vertices){
- ArrayList<Vertex> list=new ArrayList<>(vertices);
- Collections.sort(list,(Vertex v1,Vertex v2)-> v1.name().compareTo(v2.name()));
- return list;
- }
- //------------------------------------------------------------
- //
- // Algorithms for traverse and minimum spanning tree
- /// traverse a graph depth first from a given vertex
- /// return the set of visited vertices
- /// @param g foo
- /// @param v foo
- /// @return Set<Vertex>
- public static Set<Vertex> visitBreadthFirst(Graph g,Vertex v){
- HashSet<Vertex> thisLevel=new HashSet<>();
- HashSet<Vertex> nextLevel=new HashSet<>();
- HashSet<Vertex> visited=new HashSet<>();
- thisLevel.add(v);
- while(thisLevel.size()>0){
- System.out.println("level "+thisLevel);
- for(Vertex w:thisLevel){
- //System.out.println("visited "+w);
- visited.add(w);
- Collection<Edge> outedge=g.outEdge(w);
- if(outedge==null)continue;
- for(Edge e: outedge){
- if(visited.contains(e.to()))continue;
- if(thisLevel.contains(e.to()))continue;
- nextLevel.add(e.to());
- }
- }
- thisLevel=nextLevel;
- nextLevel=new HashSet<Vertex>();
- }
- return visited;
- }
- /// traverse a graph depth first from a given vertex
- /// return the set of visited vertices
- /// @param g foo
- /// @param v foo
- /// @return Set<Vertex>
- public static Set<Vertex> visitDepthFirst(Graph g,Vertex v){
- HashSet<Vertex> visit=new HashSet<>();
- visitDepthFirst(g, v,visit);
- return visit;
- }
- /// foo
- /// @param g foo
- /// @param v foo
- /// @param visited foo
- private static void visitDepthFirst(Graph g,Vertex v,Set<Vertex> visited){
- if(visited.contains(v))return;
- //System.out.println("visited "+v);
- visited.add(v);
- for(Edge e: g.outEdge(v))
- visitDepthFirst(g,e.to(),visited);
- }
- /// an implementation of Prim's algorithm
- /// naive implementation without priorityqueue
- /// @param g foo
- /// @return Set<Edge>
- public static Set<Edge> minimumSpanningTree(Graph g){
- Collection<Edge> edges=g.edges();
- HashSet<Edge> mst=new HashSet<>();
- HashSet<Vertex> frontier=new HashSet<>();
- for(Edge e:edges){frontier.add(e.from());break;}
- while(true) {
- Edge nearest = null;
- for (Edge e : edges) {
- if (!frontier.contains(e.from())) continue;
- if (frontier.contains(e.to())) continue;
- if (nearest == null || nearest.weight() > e.weight())
- nearest = e;
- }
- if(nearest==null)break;
- mst.add(nearest);
- frontier.add(nearest.to());
- }
- return mst;
- }
- /// returns the tree of shortest paths from start to
- /// all vertices in the graph
- ///
- /// naive implementation without a prorityqueue
- /// @param g foo
- /// @param start foo
- /// @return Set<Edge>
- public static Set<Edge> dijkstra(Graph g, Vertex start){
- // create table for done, prev and weight from start
- int maxint =Integer.MAX_VALUE;
- HashSet<Vertex> done=new HashSet<>();
- HashMap<Vertex,Edge> prev=new HashMap<>();
- HashMap<Vertex,Integer> weight=new HashMap<>();
- for(Vertex w:g.vertices())weight.put(w,maxint);
- // start node is done, distance 0 from start
- weight.put(start,0);
- done.add(start);
- while(true){
- // find nearest from a done vertex
- Vertex nearest = null;
- int neardist = maxint;
- Edge done2near=null;
- for(Vertex w1:done){
- for (Edge e : g.outEdge(w1)) {
- Vertex w2 = e.to();
- if (done.contains(w2)) continue;
- if ((weight.get(w1) + e.weight()) < neardist) {
- nearest = e.to();
- neardist = weight.get(w1) + e.weight();
- done2near = e;
- }
- }
- }
- // System.out.println("find nearest "+done2near);
- // if no more, then we are done
- if (nearest == null) break;
- // update distance from this node to other nodes
- for (Edge e1 : g.outEdge(nearest)) {
- Vertex w3 = e1.to();
- int wght = e1.weight();
- if (weight.get(w3) > (neardist + wght)) {
- weight.put(w3, neardist + wght);
- }
- }
- done.add(nearest);
- prev.put(nearest,done2near);
- weight.put(nearest,neardist);
- }
- return new HashSet<Edge>(prev.values());
- }
- //------------------------------------------------------------
- //
- // IO operations
- /// read a comma-separated file in the format
- /// <vertex> , <vertex> , <weight>
- ///
- /// stores file as bidirectional graph
- /// @param g foo
- /// @param file foo
- public static void readGraph(Graph g, String file) {
- try{
- BufferedReader in = new BufferedReader(new FileReader(file));
- for(String line=in.readLine(); line!=null; line=in.readLine()) {
- if(line.length()==0) continue;
- String[] arr = line.split(",");
- if(arr.length!=3) throw new RuntimeException("CSV file format error: "+line);
- g.insertEdge(arr[0].trim(), arr[1].trim(), Integer.parseInt(arr[2].trim()));
- g.insertEdge(arr[1].trim(), arr[0].trim(), Integer.parseInt(arr[2].trim()));
- }
- in.close();
- }catch(IOException e){
- throw new RuntimeException(e);
- }
- }
- /// foo
- /// @param g foo
- public static void printGraph(Graph g) {
- for(Vertex v: sortVertex(g.vertices())) {
- System.out.println(v.toString());
- for(Edge e:sortEdgesTo(g.outEdge(v)))
- System.out.println(" "+e.toString());
- }
- }
- /// store a list of lines as a file
- /// @param list foo
- /// @param f foo
- public static void storeStrings(List<String> list,String f){
- try{
- PrintWriter out=new PrintWriter(new FileWriter(f));
- for(String s:list){
- out.println(s);
- }
- out.close();
- }catch(IOException e){
- throw new RuntimeException(e);
- }
- }
- /// read a file a returns a list of lines
- /// @param f foo
- /// @return ArrayList
- public static ArrayList<String> loadStrings(String f){
- ArrayList<String> list=new ArrayList<>();
- try{
- BufferedReader in=new BufferedReader(new FileReader(f));
- while(true){
- String s=in.readLine();
- if(s==null)break;
- list.add(s);
- }
- in.close();
- }catch(IOException e){
- throw new RuntimeException(e);
- }
- return list;
- }
- }
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