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UndirectedWeightedSparseGraph.cs
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UndirectedWeightedSparseGraph.cs
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/***
* The Undirected Sparse Graph Data Structure.
*
* Definition:
* A sparse graph is a graph G = (V, E) in which |E| = O(|V|).
* A weighted graph is a graph where each edge has a weight (zero weights mean there is no edge).
*
* An adjacency-list weighted graph representation. Shares a good deal of implemention details
* with the Undirected Sparse version (UndirectedSparseGraph<T>). Edges are instances of WeightedEdge<T> class.
* Implements both interfaces: IGraph<T> and IWeightedGraph<T>.
*/
using System;
using System.Collections.Generic;
using DataStructures.Common;
using DataStructures.Lists;
namespace DataStructures.Graphs
{
public class UndirectedWeightedSparseGraph<T> : IGraph<T>, IWeightedGraph<T> where T : IComparable<T>
{
/// <summary>
/// INSTANCE VARIABLES
/// </summary>
private const long EMPTY_EDGE_VALUE = 0;
protected virtual int _edgesCount { get; set; }
protected virtual T _firstInsertedNode { get; set; }
protected virtual Dictionary<T, DLinkedList<WeightedEdge<T>>> _adjacencyList { get; set; }
/// <summary>
/// CONSTRUCTOR
/// </summary>
public UndirectedWeightedSparseGraph() : this(10) { }
public UndirectedWeightedSparseGraph(uint initialCapacity)
{
_edgesCount = 0;
_adjacencyList = new Dictionary<T, DLinkedList<WeightedEdge<T>>>((int)initialCapacity);
}
/// <summary>
/// Helper function. Returns edge object from source to destination, if exists; otherwise, null.
/// </summary>
protected virtual WeightedEdge<T> _tryGetEdge(T source, T destination)
{
var success = false;
WeightedEdge<T> edge = null;
var sourceToDestinationPredicate = new Predicate<WeightedEdge<T>>((item) => item.Source.IsEqualTo<T>(source) && item.Destination.IsEqualTo<T>(destination));
var destinationToSourcePredicate = new Predicate<WeightedEdge<T>>((item) => item.Source.IsEqualTo<T>(destination) && item.Destination.IsEqualTo<T>(source));
if(_adjacencyList.ContainsKey(source))
success = _adjacencyList[source].TryFindFirst(sourceToDestinationPredicate, out edge);
if(!success && _adjacencyList.ContainsKey(destination))
_adjacencyList[destination].TryFindFirst(destinationToSourcePredicate, out edge);
// Could return a null object.
return edge;
}
/// <summary>
/// Helper function. Checks if edge exist in graph.
/// </summary>
protected virtual bool _doesEdgeExist(T source, T destination)
{
return _tryGetEdge(source, destination) != null;
}
/// <summary>
/// Helper function. Gets the weight of a undirected edge.
/// Presumes edge does already exist.
/// </summary>
private long _getEdgeWeight(T source, T destination)
{
return _tryGetEdge(source, destination).Weight;
}
/// <summary>
/// Returns true, if graph is undirected; false otherwise.
/// </summary>
public virtual bool IsDirected
{
get { return false; }
}
/// <summary>
/// Returns true, if graph is weighted; false otherwise.
/// </summary>
public virtual bool IsWeighted
{
get { return true; }
}
/// <summary>
/// Gets the count of vetices.
/// </summary>
public int EdgesCount
{
get { return _edgesCount; }
}
/// <summary>
/// Gets the count of edges.
/// </summary>
public int VerticesCount
{
get { return _adjacencyList.Count; }
}
/// <summary>
/// Returns the list of Vertices.
/// </summary>
public IEnumerable<T> Vertices
{
get
{
foreach (var vertex in _adjacencyList)
yield return vertex.Key;
}
}
IEnumerable<IEdge<T>> IGraph<T>.Edges
{
get { return this.Edges; }
}
IEnumerable<IEdge<T>> IGraph<T>.IncomingEdges(T vertex)
{
return this.IncomingEdges(vertex);
}
IEnumerable<IEdge<T>> IGraph<T>.OutgoingEdges(T vertex)
{
return this.OutgoingEdges(vertex);
}
/// <summary>
/// An enumerable collection of all weighted edges in Graph.
/// </summary>
public virtual IEnumerable<WeightedEdge<T>> Edges
{
get
{
var seen = new HashSet<KeyValuePair<T, T>>();
foreach (var vertex in _adjacencyList)
{
foreach (var edge in vertex.Value)
{
var incomingEdge = new KeyValuePair<T, T>(edge.Destination, edge.Source);
var outgoingEdge = new KeyValuePair<T, T>(edge.Source, edge.Destination);
if (seen.Contains(incomingEdge) || seen.Contains(outgoingEdge))
continue;
seen.Add(outgoingEdge);
yield return edge;
}
}//end-foreach
}
}
/// <summary>
/// Get all incoming weighted edges to a vertex
/// </summary>
public virtual IEnumerable<WeightedEdge<T>> IncomingEdges(T vertex)
{
if (!HasVertex(vertex))
throw new KeyNotFoundException("Vertex doesn't belong to graph.");
foreach(var edge in _adjacencyList[vertex])
yield return (new WeightedEdge<T>(edge.Destination, edge.Source, edge.Weight));
}
/// <summary>
/// Get all outgoing weighted edges from a vertex.
/// </summary>
public virtual IEnumerable<WeightedEdge<T>> OutgoingEdges(T vertex)
{
if (!HasVertex(vertex))
throw new KeyNotFoundException("Vertex doesn't belong to graph.");
foreach(var edge in _adjacencyList[vertex])
yield return edge;
}
/// <summary>
/// Obsolete. Another AddEdge function is implemented with a weight parameter.
/// </summary>
[Obsolete("Use the AddEdge method with the weight parameter.")]
public bool AddEdge(T source, T destination)
{
throw new NotImplementedException();
}
/// <summary>
/// Connects two vertices together with a weight, in the direction: first->second.
/// </summary>
public bool AddEdge(T source, T destination, long weight)
{
// Check existence of nodes, the validity of the weight value, and the non-existence of edge
if (weight == EMPTY_EDGE_VALUE)
return false;
if (!HasVertex(source) || !HasVertex(destination))
return false;
if (_doesEdgeExist(source, destination))
return false;
// Add edge from source to destination
var sourceDdge = new WeightedEdge<T>(source, destination, weight);
var destinationEdge = new WeightedEdge<T>(destination, source, weight);
_adjacencyList[source].Append(sourceDdge);
_adjacencyList[destination].Append(destinationEdge);
// Increment edges count
++_edgesCount;
return true;
}
/// <summary>
/// Removes edge, if exists, from source to destination.
/// </summary>
public virtual bool RemoveEdge(T source, T destination)
{
// Check existence of nodes and non-existence of edge
if (!HasVertex(source) || !HasVertex(destination))
return false;
WeightedEdge<T> edge1, edge2;
var sourceToDestinationPredicate = new Predicate<WeightedEdge<T>>((item) => item.Source.IsEqualTo<T>(source) && item.Destination.IsEqualTo<T>(destination));
_adjacencyList[source].TryFindFirst(sourceToDestinationPredicate, out edge1);
var destinationToSourcePredicate = new Predicate<WeightedEdge<T>>((item) => item.Source.IsEqualTo<T>(destination) && item.Destination.IsEqualTo<T>(source));
_adjacencyList[destination].TryFindFirst(destinationToSourcePredicate, out edge2);
// If edge doesn't exist, return false
if (edge1 == null && edge2 == null)
return false;
// If edge exists in the source neighbors, remove it
if (edge1 != null)
_adjacencyList[source].Remove(edge1);
// If edge exists in the destination neighbors, remove it.
if(edge2 != null)
_adjacencyList[destination].Remove(edge2);
// Decrement the edges count
--_edgesCount;
return true;
}
public bool UpdateEdgeWeight(T source, T destination, long weight)
{
// Check existence of vertices and validity of the weight value
if (weight == EMPTY_EDGE_VALUE)
return false;
if (!HasVertex(source) || !HasVertex(destination))
return false;
// Status flag of updating an edge
var status = false;
// Check the source neighbors
foreach (var edge in _adjacencyList[source])
{
if (edge.Destination.IsEqualTo(destination))
{
edge.Weight = weight;
status |= true;
break;
}
}
// Check the destination neighbors
foreach (var edge in _adjacencyList[destination])
{
if (edge.Destination.IsEqualTo(source))
{
edge.Weight = weight;
status |= true;
break;
}
}
return status;
}
/// <summary>
/// Get edge object from source to destination.
/// </summary>
public virtual WeightedEdge<T> GetEdge(T source, T destination)
{
if (!HasVertex(source) || !HasVertex(destination))
throw new KeyNotFoundException("Either one of the vertices or both of them don't exist.");
var edge = _tryGetEdge(source, destination);
// Check the existence of edge
if (edge == null)
throw new Exception("Edge doesn't exist.");
// Try get edge
return edge;
}
/// <summary>
/// Returns the edge weight from source to destination.
/// </summary>
public virtual long GetEdgeWeight(T source, T destination)
{
return GetEdge(source, destination).Weight;
}
/// <summary>
/// Add a collection of vertices to the graph.
/// </summary>
public virtual void AddVertices(IList<T> collection)
{
if (collection == null)
throw new ArgumentNullException();
foreach (var vertex in collection)
AddVertex(vertex);
}
/// <summary>
/// Add vertex to the graph
/// </summary>
public virtual bool AddVertex(T vertex)
{
if (_adjacencyList.ContainsKey(vertex))
return false;
if (_adjacencyList.Count == 0)
_firstInsertedNode = vertex;
_adjacencyList.Add(vertex, new DLinkedList<WeightedEdge<T>>());
return true;
}
/// <summary>
/// Removes the specified vertex from graph.
/// </summary>
public virtual bool RemoveVertex(T vertex)
{
// Check existence of vertex
if (!_adjacencyList.ContainsKey(vertex))
return false;
// Remove vertex from graph
_adjacencyList.Remove(vertex);
// Remove destination edges to this vertex
foreach (var adjacent in _adjacencyList)
{
var edge = _tryGetEdge(adjacent.Key, vertex);
if (edge != null)
{
adjacent.Value.Remove(edge);
--_edgesCount;
}
}
return true;
}
/// <summary>
/// Checks whether there is an edge from source to destination.
/// </summary>
public virtual bool HasEdge(T source, T destination)
{
return (_adjacencyList.ContainsKey(source) && _adjacencyList.ContainsKey(destination) && _doesEdgeExist(source, destination));
}
/// <summary>
/// Checks whether a vertex exists in the graph
/// </summary>
public virtual bool HasVertex(T vertex)
{
return _adjacencyList.ContainsKey(vertex);
}
/// <summary>
/// Returns the neighbours doubly-linked list for the specified vertex.
/// </summary>
public virtual DLinkedList<T> Neighbours(T vertex)
{
if (!HasVertex(vertex))
return null;
var neighbors = new DLinkedList<T>();
var adjacents = _adjacencyList[vertex];
foreach (var adjacent in adjacents)
neighbors.Append(adjacent.Destination);
return neighbors;
}
/// <summary>
/// Returns the neighbours of a vertex as a dictionary of nodes-to-weights.
/// </summary>
public Dictionary<T, long> NeighboursMap(T vertex)
{
if (!HasVertex(vertex))
return null;
var neighbors = _adjacencyList[vertex];
var map = new Dictionary<T, long>(neighbors.Count);
foreach (var adjacent in neighbors)
map.Add(adjacent.Destination, adjacent.Weight);
return map;
}
/// <summary>
/// Returns the degree of the specified vertex.
/// </summary>
public virtual int Degree(T vertex)
{
if (!HasVertex(vertex))
throw new KeyNotFoundException();
return _adjacencyList[vertex].Count;
}
/// <summary>
/// Returns a human-readable string of the graph.
/// </summary>
public virtual string ToReadable()
{
string output = string.Empty;
foreach (var node in _adjacencyList)
{
var adjacents = string.Empty;
output = String.Format("{0}\r\n{1}: [", output, node.Key);
foreach (var adjacentNode in node.Value)
adjacents = String.Format("{0}{1}({2}), ", adjacents, adjacentNode.Destination, adjacentNode.Weight);
if (adjacents.Length > 0)
adjacents = adjacents.TrimEnd(new char[] { ',', ' ' });
output = String.Format("{0}{1}]", output, adjacents);
}
return output;
}
/// <summary>
/// A depth first search traversal of the graph starting from the first inserted node.
/// Returns the visited vertices of the graph.
/// </summary>
public virtual IEnumerable<T> DepthFirstWalk()
{
return DepthFirstWalk(_firstInsertedNode);
}
/// <summary>
/// A depth first search traversal of the graph, starting from a specified vertex.
/// Returns the visited vertices of the graph.
/// </summary>
public virtual IEnumerable<T> DepthFirstWalk(T source)
{
// Check for existence of source
if (VerticesCount == 0)
return new ArrayList<T>(0);
if (!HasVertex(source))
throw new KeyNotFoundException("The source vertex doesn't exist.");
var visited = new HashSet<T>();
var stack = new DataStructures.Lists.Stack<T>();
var listOfNodes = new ArrayList<T>(VerticesCount);
stack.Push(source);
while (!stack.IsEmpty)
{
var current = stack.Pop();
if (!visited.Contains(current))
{
listOfNodes.Add(current);
visited.Add(current);
foreach (var adjacent in Neighbours(current))
if (!visited.Contains(adjacent))
stack.Push(adjacent);
}
}
return listOfNodes;
}
/// <summary>
/// A breadth first search traversal of the graphstarting from the first inserted node.
/// Returns the visited vertices of the graph.
/// </summary>
public virtual IEnumerable<T> BreadthFirstWalk()
{
return BreadthFirstWalk(_firstInsertedNode);
}
/// <summary>
/// A breadth first search traversal of the graph, starting from a specified vertex.
/// Returns the visited vertices of the graph.
/// </summary>
public virtual IEnumerable<T> BreadthFirstWalk(T source)
{
// Check for existence of source
if (VerticesCount == 0)
return new ArrayList<T>(0);
if (!HasVertex(source))
throw new KeyNotFoundException("The source vertex doesn't exist.");
var visited = new HashSet<T>();
var queue = new DataStructures.Lists.Queue<T>();
var listOfNodes = new ArrayList<T>(VerticesCount);
listOfNodes.Add(source);
visited.Add(source);
queue.Enqueue(source);
while (!queue.IsEmpty)
{
var current = queue.Dequeue();
var neighbors = Neighbours(current);
foreach (var adjacent in neighbors)
{
if (!visited.Contains(adjacent))
{
listOfNodes.Add(adjacent);
visited.Add(adjacent);
queue.Enqueue(adjacent);
}
}
}
return listOfNodes;
}
/// <summary>
/// Clear this graph.
/// </summary>
public virtual void Clear()
{
_edgesCount = 0;
_adjacencyList.Clear();
}
}
}