encompass-cs/encompass-cs/Graph/DirectedGraph.cs

391 lines
12 KiB
C#
Raw Normal View History

using System;
using System.Collections.Generic;
using System.Linq;
namespace Encompass
{
internal class DirectedGraph<TNode> where TNode : IEquatable<TNode>
{
protected HashSet<TNode> nodes = new HashSet<TNode>();
protected Dictionary<TNode, HashSet<TNode>> neighbors = new Dictionary<TNode, HashSet<TNode>>();
protected HashSet<(TNode, TNode)> edges = new HashSet<(TNode, TNode)>();
public IEnumerable<TNode> Nodes => nodes;
public IEnumerable<(TNode, TNode)> Edges => edges;
public void AddNode(TNode node)
{
if (!Exists(node))
{
nodes.Add(node);
neighbors.Add(node, new HashSet<TNode>());
}
}
public void AddNodes(params TNode[] nodes)
{
foreach (var node in nodes)
{
AddNode(node);
}
}
public void RemoveNode(TNode node)
{
CheckNodes(node);
var edgesToRemove = new List<(TNode, TNode)>();
foreach (var entry in neighbors)
{
if (entry.Value.Contains(node))
{
edgesToRemove.Add((entry.Key, node));
}
}
foreach (var edge in edgesToRemove)
{
RemoveEdge(edge.Item1, edge.Item2);
}
nodes.Remove(node);
neighbors.Remove(node);
}
public void RemoveEdge(TNode v, TNode u)
{
CheckEdge(v, u);
neighbors[v].Remove(u);
edges.Remove((v, u));
}
public void AddEdge(TNode v, TNode u)
{
CheckNodes(v, u);
if (Exists(v, u)) { throw new ArgumentException($"Edge between {v} and {u} already exists in the graph"); }
if (v.Equals(u)) { throw new ArgumentException("Self-edges are not allowed in a simple graph. Use a multigraph instead"); }
neighbors[v].Add(u);
edges.Add((v, u));
}
public bool Exists(TNode node)
{
return nodes.Contains(node);
}
public bool Exists(TNode v, TNode u)
{
CheckNodes(v, u);
return edges.Contains((v, u));
}
protected void CheckNodes(params TNode[] givenNodes)
{
foreach (var node in givenNodes)
{
if (!Exists(node))
{
throw new System.ArgumentException($"Vertex {node} does not exist in the graph");
}
}
}
protected void CheckEdge(TNode v, TNode u)
{
CheckNodes(v, u);
if (!Exists(v, u)) { throw new ArgumentException($"Edge between vertex {v} and vertex {u} does not exist in the graph"); }
}
public IEnumerable<TNode> Neighbors(TNode node)
{
CheckNodes(node);
return neighbors[node];
}
public DirectedGraph<TNode> Clone()
{
var clone = new DirectedGraph<TNode>();
clone.AddNodes(Nodes.ToArray());
foreach (var v in Nodes)
{
foreach (var n in Neighbors(v))
{
clone.AddEdge(v, n);
}
}
return clone;
}
public DirectedGraph<TNode> SubGraph(params TNode[] subVertices)
{
var subGraph = new DirectedGraph<TNode>();
subGraph.AddNodes(subVertices.ToArray());
foreach (var n in Nodes)
{
if (Nodes.Contains(n))
{
var neighbors = Neighbors(n);
foreach (var u in neighbors)
{
if (subVertices.Contains(u))
{
subGraph.AddEdge(n, u);
}
}
}
}
return subGraph;
}
private IEnumerable<TNode> PostorderNodeDFSHelper(HashSet<TNode> discovered, TNode v)
{
discovered.Add(v);
foreach (var neighbor in Neighbors(v))
{
if (!discovered.Contains(neighbor))
{
foreach (var node in PostorderNodeDFSHelper(discovered, neighbor))
{
yield return node;
}
}
}
yield return v;
}
protected IEnumerable<TNode> PostorderNodeDFS()
{
var dfsDiscovered = new HashSet<TNode>();
foreach (var node in Nodes)
{
if (!dfsDiscovered.Contains(node))
{
foreach (var thing in PostorderNodeDFSHelper(dfsDiscovered, node))
{
yield return thing;
}
}
}
}
public IEnumerable<TNode> TopologicalSort()
{
return PostorderNodeDFS().Reverse();
}
public bool Cyclic()
{
return StronglyConnectedComponents().Any((scc) => scc.Count() > 1);
}
public IEnumerable<IEnumerable<TNode>> SimpleCycles()
{
void unblock(TNode thisnode, HashSet<TNode> blocked, Dictionary<TNode, HashSet<TNode>> B) //refactor to remove closure
{
var stack = new Stack<TNode>();
stack.Push(thisnode);
while (stack.Count > 0)
{
var node = stack.Pop();
if (blocked.Contains(thisnode))
{
blocked.Remove(thisnode);
if (B.ContainsKey(node))
{
foreach (var n in B[node])
{
if (!stack.Contains(n))
{
stack.Push(n);
}
}
B[node].Clear();
}
}
}
}
List<List<TNode>> result = new List<List<TNode>>();
var subGraph = Clone();
var sccs = new Stack<IEnumerable<TNode>>();
foreach (var scc in StronglyConnectedComponents())
{
sccs.Push(scc);
}
while (sccs.Count > 0)
{
var scc = new Stack<TNode>(sccs.Pop());
var startNode = scc.Pop();
var path = new Stack<TNode>();
path.Push(startNode);
var blocked = new HashSet<TNode>
{
startNode
};
var closed = new HashSet<TNode>();
var B = new Dictionary<TNode, HashSet<TNode>>();
var stack = new Stack<(TNode, Stack<TNode>)>();
stack.Push((startNode, new Stack<TNode>(subGraph.Neighbors(startNode))));
while (stack.Count > 0)
{
var entry = stack.Peek();
var thisnode = entry.Item1;
var neighbors = entry.Item2;
if (neighbors.Count > 0)
{
var nextNode = neighbors.Pop();
if (nextNode.Equals(startNode))
{
var resultPath = new List<TNode>();
foreach (var v in path)
{
resultPath.Add(v);
}
result.Add(resultPath);
foreach (var v in path)
{
closed.Add(v);
}
}
else if (!blocked.Contains(nextNode))
{
path.Push(nextNode);
stack.Push((nextNode, new Stack<TNode>(subGraph.Neighbors(nextNode))));
closed.Remove(nextNode);
blocked.Add(nextNode);
continue;
}
}
if (neighbors.Count == 0)
{
if (closed.Contains(thisnode))
{
unblock(thisnode, blocked, B);
}
else
{
foreach (var neighbor in subGraph.Neighbors(thisnode))
{
if (!B.ContainsKey(neighbor))
{
B[neighbor] = new HashSet<TNode>();
}
B[neighbor].Add(thisnode);
}
}
stack.Pop();
path.Pop();
}
}
subGraph.RemoveNode(startNode);
var H = subGraph.SubGraph(scc.ToArray());
var HSccs = H.StronglyConnectedComponents();
foreach (var HScc in HSccs)
{
sccs.Push(HScc);
}
}
return result.Distinct(new SimpleCycleComparer<TNode>());
}
protected IEnumerable<IEnumerable<TNode>> StronglyConnectedComponents()
{
var preorder = new Dictionary<TNode, uint>();
var lowlink = new Dictionary<TNode, uint>();
var sccFound = new Dictionary<TNode, bool>();
var sccQueue = new Stack<TNode>();
uint preorderCounter = 0;
foreach (var source in Nodes)
{
if (!sccFound.ContainsKey(source))
{
var queue = new Stack<TNode>();
queue.Push(source);
while (queue.Count > 0)
{
var v = queue.Peek();
if (!preorder.ContainsKey(v))
{
preorderCounter++;
preorder[v] = preorderCounter;
}
var done = true;
var vNeighbors = Neighbors(v);
foreach (var w in vNeighbors)
{
if (!preorder.ContainsKey(w))
{
queue.Push(w);
done = false;
break;
}
}
if (done)
{
lowlink[v] = preorder[v];
foreach (var w in vNeighbors)
{
if (!sccFound.ContainsKey(w))
{
if (preorder[w] > preorder[v])
{
lowlink[v] = Math.Min(lowlink[v], lowlink[w]);
}
else
{
lowlink[v] = Math.Min(lowlink[v], preorder[w]);
}
}
}
queue.Pop();
if (lowlink[v] == preorder[v])
{
sccFound[v] = true;
var scc = new List<TNode>() { v };
while (sccQueue.Count > 0 && preorder[sccQueue.Peek()] > preorder[v])
{
var k = sccQueue.Pop();
sccFound[k] = true;
scc.Add(k);
}
yield return scc;
}
else
{
sccQueue.Push(v);
}
}
}
}
}
}
}
}