path: root/com/example/portfolio3/GraphAlgorithms.java

package com.example.portfolio3;

// origin: <https://moodle.ruc.dk/course/section.php?id=211877>

import java.io.*;
import java.util.*;

public class GraphAlgorithms {
  public static int pathLength(Collection<Edge> edges){
    // Calculates the length of a path or any other collection of edes
    // does not require the edges to form a path
    return edges.stream().mapToInt(e-> e.weight()).sum();
  }

  public static boolean isPath(List<Edge> edges){
    // checks whether a list of edges form a path so that
    // the to-vertex in one edge is the from-vertex of the next
    for(int i=1;i<edges.size();i++){
      if(edges.get(i-1).to()!=edges.get(i).from())return false;
    }
    return true;
  }

  public static Integer pathLength(Graph g,List<Vertex> path){
    //Calculates the length of a path vertices in a graph
    // return null if vertices are not connected as a 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

  static int cmpEdgeWeight(Edge e1,Edge e2) {
    // Comparator of edges based on weight
    // can be used for sorting a list of edges
    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());
  }
  static int cmpEdgeFrom(Edge e1,Edge e2) {
    // Comparator of edges based on from-vertex
    // can be used for sorting a list of edges
    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());
  }
  static int cmpEdgeTo(Edge e1,Edge e2) {
    // Comparator of edges based on from-vertex
    // can be used for sorting a list of edges
    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;
  }

  static List<Edge> sortEdges(Collection<Edge> edges){
    // sort a collection of edges based on their weights
    ArrayList<Edge> list=new ArrayList<>(edges);
    Collections.sort(list,GraphAlgorithms::cmpEdgeWeight);
    return list;
  }
  static List<Edge> sortEdgesFrom(Collection<Edge> edges){
    // sort a collection of edges based on from-vertex
    ArrayList<Edge> list=new ArrayList<>(edges);
    Collections.sort(list,GraphAlgorithms::cmpEdgeFrom);
    return list;
  }
  static List<Edge> sortEdgesTo(Collection<Edge> edges){
    // sort a collection of edges based on to-vertex
    ArrayList<Edge> list=new ArrayList<>(edges);
    Collections.sort(list,GraphAlgorithms::cmpEdgeTo);
    return list;
  }

  static List<Vertex> sortVertex(Collection<Vertex> vertices){
    // sort a collection of vertices based on their name
    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

  public static Set<Vertex> visitBreadthFirst(Graph g,Vertex v){
    // traverse a graph depth first from a given vertex
    // return the set of visited vertices
    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;
  }

  public static Set<Vertex> visitDepthFirst(Graph g,Vertex v){
    // traverse a graph depth first from a given vertex
    // return the set of visited vertices
    HashSet<Vertex> visit=new HashSet<>();
    visitDepthFirst(g, v,visit);
    return visit;
  }

  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);
  }

  public static Set<Edge> minimumSpanningTree(Graph g){
    // an implementation of Prim's algorithm
    // naive implementation without priorityqueue
    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;
  }

  public static Set<Edge> dijkstra(Graph g, Vertex start){
    // returns the tree of shortest paths from start to
    // all vertices  in the graph
    // naive implementation without a prorityqueue
    // 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

  public static void readGraph(Graph g, String file) {
    // read a comma-separated file in the format
    // stores file as bidirectional graph
    // <vertex> , <vertex> , <weight>
    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);
    }
  }

  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());
    }
  }

  public static void storeStrings(List<String> list,String f){
    // store a list of lines as a file
    try{
      PrintWriter out=new PrintWriter(new FileWriter(f));
      for(String s:list){
        out.println(s);
      }
      out.close();
    }catch(IOException e){
      throw new RuntimeException(e);
    }
  }

  public static ArrayList<String> loadStrings(String f){
    // read a file a returns a list of lines
    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;
  }
}