472 lines
16 KiB
C#
472 lines
16 KiB
C#
using System;
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using System.Collections.Generic;
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using System.Linq;
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using Collections.Pooled;
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namespace MoonTools.Core.Graph
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{
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public class DirectedGraph<TNode, TEdgeData> : SimpleGraph<TNode, TEdgeData> where TNode : IEquatable<TNode>
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{
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private class SimpleCycleComparer : IEqualityComparer<IEnumerable<TNode>>
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{
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public bool Equals(IEnumerable<TNode> x, IEnumerable<TNode> y)
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{
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return x.SequenceEqual(y);
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}
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public int GetHashCode(IEnumerable<TNode> obj)
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{
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return obj.Aggregate(0, (current, next) => current.GetHashCode() ^ next.GetHashCode());
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}
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}
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public virtual void AddEdge(TNode v, TNode u, TEdgeData edgeData)
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{
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BaseAddEdge(v, u, edgeData);
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}
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public virtual void AddEdges(params (TNode, TNode, TEdgeData)[] edges)
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{
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foreach (var edge in edges)
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{
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AddEdge(edge.Item1, edge.Item2, edge.Item3);
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}
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}
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public void RemoveNode(TNode node)
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{
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CheckNodes(node);
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var edgesToRemove = new PooledList<(TNode, TNode)>(ClearMode.Always);
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foreach (var entry in neighbors)
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{
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if (entry.Value.Contains(node))
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{
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edgesToRemove.Add((entry.Key, node));
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}
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}
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foreach (var edge in edgesToRemove)
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{
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RemoveEdge(edge.Item1, edge.Item2);
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}
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edgesToRemove.Dispose();
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nodes.Remove(node);
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neighbors.Remove(node);
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}
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public virtual void RemoveEdge(TNode v, TNode u)
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{
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CheckEdge(v, u);
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neighbors[v].Remove(u);
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edges.Remove((v, u));
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edgeToEdgeData.Remove((v, u));
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}
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public IEnumerable<TNode> PreorderNodeDFS()
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{
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var dfsStack = new PooledStack<TNode>(ClearMode.Always);
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var dfsDiscovered = new PooledSet<TNode>(ClearMode.Always);
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foreach (var node in Nodes)
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{
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if (!dfsDiscovered.Contains(node))
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{
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dfsStack.Push(node);
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while (dfsStack.Count > 0)
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{
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var current = dfsStack.Pop();
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if (!dfsDiscovered.Contains(current))
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{
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dfsDiscovered.Add(current);
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yield return current;
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foreach (var neighbor in Neighbors(current))
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{
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dfsStack.Push(neighbor);
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}
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}
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}
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}
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}
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dfsStack.Dispose();
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dfsDiscovered.Dispose();
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}
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private IEnumerable<TNode> PostorderNodeDFSHelper(PooledSet<TNode> discovered, TNode v)
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{
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discovered.Add(v);
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foreach (var neighbor in Neighbors(v))
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{
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if (!discovered.Contains(neighbor))
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{
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foreach (var node in PostorderNodeDFSHelper(discovered, neighbor))
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{
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yield return node;
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}
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}
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}
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yield return v;
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}
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public IEnumerable<TNode> PostorderNodeDFS()
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{
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var dfsDiscovered = new PooledSet<TNode>(ClearMode.Always);
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foreach (var node in Nodes)
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{
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if (!dfsDiscovered.Contains(node))
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{
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foreach (var thing in PostorderNodeDFSHelper(dfsDiscovered, node))
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{
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yield return thing;
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}
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}
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}
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}
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public IEnumerable<TNode> NodeBFS()
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{
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var bfsQueue = new PooledQueue<TNode>(ClearMode.Always);
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var bfsDiscovered = new PooledSet<TNode>(ClearMode.Always);
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foreach (var node in Nodes)
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{
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if (!bfsDiscovered.Contains(node))
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{
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bfsQueue.Enqueue(node);
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while (bfsQueue.Count > 0)
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{
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var current = bfsQueue.Dequeue();
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foreach (var neighbor in Neighbors(current))
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{
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if (!bfsDiscovered.Contains(neighbor))
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{
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bfsDiscovered.Add(neighbor);
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bfsQueue.Enqueue(neighbor);
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yield return neighbor;
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}
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}
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}
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}
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}
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bfsQueue.Dispose();
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bfsDiscovered.Dispose();
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}
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List<PooledSet<TNode>> lexicographicSets = new List<PooledSet<TNode>>();
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HashSet<PooledSet<TNode>> replacedSets = new HashSet<PooledSet<TNode>>();
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public IEnumerable<TNode> LexicographicBFS()
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{
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lexicographicSets.Add(Nodes.ToPooledSet());
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while (lexicographicSets.Count > 0)
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{
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var firstSet = lexicographicSets[0];
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var node = firstSet.First();
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firstSet.Remove(node);
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if (firstSet.Count == 0) { lexicographicSets.RemoveAt(0); }
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yield return node;
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foreach (var neighbor in Neighbors(node))
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{
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if (lexicographicSets.Any(set => set.Contains(neighbor)))
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{
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var s = lexicographicSets.Find(set => set.Contains(neighbor));
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var sIndex = lexicographicSets.IndexOf(s);
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PooledSet<TNode> t;
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if (replacedSets.Contains(s) && sIndex > 0)
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{
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t = lexicographicSets[sIndex - 1];
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}
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else
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{
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t = new PooledSet<TNode>(ClearMode.Always);
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lexicographicSets.Insert(sIndex, t);
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replacedSets.Add(s);
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}
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s.Remove(neighbor);
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t.Add(neighbor);
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if (s.Count == 0) { lexicographicSets.Remove(s); replacedSets.Remove(s); s.Dispose(); }
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}
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}
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}
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lexicographicSets.Clear();
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replacedSets.Clear();
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}
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public bool Cyclic()
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{
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return StronglyConnectedComponents().Any((scc) => scc.Count() > 1);
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}
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public IEnumerable<TNode> TopologicalSort()
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{
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return PostorderNodeDFS().Reverse();
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}
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List<PooledList<TNode>> sccs = new List<PooledList<TNode>>();
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public IEnumerable<IEnumerable<TNode>> StronglyConnectedComponents()
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{
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foreach (var scc in sccs)
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{
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scc.Dispose();
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}
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sccs.Clear();
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var preorder = new PooledDictionary<TNode, uint>();
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var lowlink = new PooledDictionary<TNode, uint>();
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var sccFound = new PooledDictionary<TNode, bool>();
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var sccQueue = new PooledStack<TNode>();
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uint preorderCounter = 0;
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foreach (var source in Nodes)
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{
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if (!sccFound.ContainsKey(source))
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{
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var queue = new Stack<TNode>();
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queue.Push(source);
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while (queue.Count > 0)
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{
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var v = queue.Peek();
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if (!preorder.ContainsKey(v))
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{
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preorderCounter++;
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preorder[v] = preorderCounter;
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}
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var done = true;
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var vNeighbors = Neighbors(v);
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foreach (var w in vNeighbors)
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{
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if (!preorder.ContainsKey(w))
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{
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queue.Push(w);
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done = false;
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break;
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}
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}
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if (done)
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{
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lowlink[v] = preorder[v];
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foreach (var w in vNeighbors)
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{
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if (!sccFound.ContainsKey(w))
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{
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if (preorder[w] > preorder[v])
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{
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lowlink[v] = Math.Min(lowlink[v], lowlink[w]);
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}
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else
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{
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lowlink[v] = Math.Min(lowlink[v], preorder[w]);
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}
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}
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}
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queue.Pop();
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if (lowlink[v] == preorder[v])
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{
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sccFound[v] = true;
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var scc = new PooledList<TNode>
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{
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v
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};
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while (sccQueue.Count > 0 && preorder[sccQueue.Peek()] > preorder[v])
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{
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var k = sccQueue.Pop();
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sccFound[k] = true;
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scc.Add(k);
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}
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sccs.Add(scc);
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yield return scc;
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}
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else
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{
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sccQueue.Push(v);
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}
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}
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}
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}
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}
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}
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public IEnumerable<IEnumerable<TNode>> SimpleCycles()
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{
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void unblock(TNode thisnode, HashSet<TNode> blocked, Dictionary<TNode, HashSet<TNode>> B) //refactor to remove closure
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{
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var stack = new Stack<TNode>();
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stack.Push(thisnode);
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while (stack.Count > 0)
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{
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var node = stack.Pop();
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if (blocked.Contains(thisnode))
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{
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blocked.Remove(thisnode);
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if (B.ContainsKey(node))
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{
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foreach (var n in B[node])
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{
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if (!stack.Contains(n))
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{
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stack.Push(n);
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}
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}
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B[node].Clear();
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}
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}
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}
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}
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List<List<TNode>> result = new List<List<TNode>>();
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var subGraph = Clone();
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var sccs = new Stack<IEnumerable<TNode>>();
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foreach (var scc in StronglyConnectedComponents())
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{
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sccs.Push(scc);
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}
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while (sccs.Count > 0)
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{
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var scc = new Stack<TNode>(sccs.Pop());
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var startNode = scc.Pop();
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var path = new Stack<TNode>();
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path.Push(startNode);
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var blocked = new HashSet<TNode>
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{
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startNode
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};
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var closed = new HashSet<TNode>();
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var B = new Dictionary<TNode, HashSet<TNode>>();
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var stack = new Stack<Tuple<TNode, Stack<TNode>>>();
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stack.Push(Tuple.Create(startNode, new Stack<TNode>(subGraph.Neighbors(startNode))));
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while (stack.Count > 0)
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{
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var entry = stack.Peek();
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var thisnode = entry.Item1;
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var neighbors = entry.Item2;
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if (neighbors.Count > 0)
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{
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var nextNode = neighbors.Pop();
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if (nextNode.Equals(startNode))
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{
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var resultPath = new List<TNode>();
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foreach (var v in path)
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{
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resultPath.Add(v);
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}
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result.Add(resultPath);
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foreach (var v in path)
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{
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closed.Add(v);
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}
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}
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else if (!blocked.Contains(nextNode))
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{
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path.Push(nextNode);
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stack.Push(Tuple.Create(nextNode, new Stack<TNode>(subGraph.Neighbors(nextNode))));
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closed.Remove(nextNode);
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blocked.Add(nextNode);
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continue;
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}
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}
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if (neighbors.Count == 0)
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{
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if (closed.Contains(thisnode))
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{
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unblock(thisnode, blocked, B);
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}
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else
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{
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foreach (var neighbor in subGraph.Neighbors(thisnode))
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{
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if (!B.ContainsKey(neighbor))
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{
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B[neighbor] = new HashSet<TNode>();
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}
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B[neighbor].Add(thisnode);
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}
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}
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stack.Pop();
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path.Pop();
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}
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}
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subGraph.RemoveNode(startNode);
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var H = subGraph.SubGraph(scc.ToArray());
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var HSccs = H.StronglyConnectedComponents();
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foreach (var HScc in HSccs)
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{
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sccs.Push(HScc);
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}
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}
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return result.Distinct(new SimpleCycleComparer());
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}
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public DirectedGraph<TNode, TEdgeData> Clone()
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{
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var clone = new DirectedGraph<TNode, TEdgeData>();
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clone.AddNodes(Nodes.ToArray());
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foreach (var v in Nodes)
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{
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foreach (var n in Neighbors(v))
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{
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clone.AddEdge(v, n, EdgeData(v, n));
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}
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}
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return clone;
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}
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public DirectedGraph<TNode, TEdgeData> SubGraph(params TNode[] subVertices)
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{
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var subGraph = new DirectedGraph<TNode, TEdgeData>();
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subGraph.AddNodes(subVertices.ToArray());
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foreach (var n in Nodes)
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{
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if (Nodes.Contains(n))
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{
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var neighbors = Neighbors(n);
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foreach (var u in neighbors)
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{
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if (subVertices.Contains(u))
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{
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subGraph.AddEdge(n, u, EdgeData(n, u));
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}
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}
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}
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}
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return subGraph;
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}
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public override void Clear()
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{
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base.Clear();
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}
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}
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}
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