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55 changes: 55 additions & 0 deletions Headers/0003_Graph/0011_SingleSourceShortestPathDijkstra.h
Original file line number Diff line number Diff line change
@@ -0,0 +1,55 @@
#pragma once

#include<map>
#include<vector>
#include<set>
using namespace std;

namespace SingleSourceShortestPathDijkstra
{
class Node
{
public:
int data;
int distance;
Node* parent;
Node(int data);
};

class Edge
{
public:
Node* nodeU;
Node* nodeV;
int weight;
Edge(Node* nodeU, Node* nodeV, int weight);
};

class CompareNodeDistance
{
public:
bool operator()(const Node* nodeU, const Node* nodeV) const
{
return nodeU->distance < nodeV->distance;
}
};

class Graph
{
private:
map<Node*, vector<Node*>> _adjlist;
map<int, Node*> _nodeMap;
map<Node*, vector<Edge*>> _edgeMap;
multiset<Node*, CompareNodeDistance> _operationalSet;
Node* MakeOrFindNode(int data);
void InitializeSingleSource(Node* sourceNode);
void Relax(Edge* edge);
void Dijkstra(Node* source);
void GetShortestPath(Node* node, vector<int>& path);

public:
void PushDirectedEdge(int valueU, int valueV, int weight);
void FindShortestPathDijkstra(int data);
vector<int> GetDijkstraShortestPath(int data);
};
}
113 changes: 113 additions & 0 deletions SourceCodes/0003_Graph/0011_SingleSourceShortestPathDijkstra.cc
Original file line number Diff line number Diff line change
@@ -0,0 +1,113 @@
#include "../Headers/0003_Graph/0011_SingleSourceShortestPathDijkstra.h"
#include<climits>
#include<algorithm>
using namespace std;

namespace SingleSourceShortestPathDijkstra
{
Node::Node(int data)
{
this->data = data;
this->distance = INT_MAX;
this->parent = nullptr;
}

Edge::Edge(Node* nodeU, Node* nodeV, int weight)
{
this->nodeU = nodeU;
this->nodeV = nodeV;
this->weight = weight;
}

// Graph Private Member Methods
Node* Graph::MakeOrFindNode(int data)
{
Node* node = nullptr;
if (this->_nodeMap.find(data) == this->_nodeMap.end())
{
node = new Node(data);
this->_nodeMap[data] = node;
}
else
{
node = this->_nodeMap[data];
}
return node;
}

void Graph::InitializeSingleSource(Node* sourceNode)
{
for (auto& iterator : this->_nodeMap)
{
iterator.second->distance = INT_MAX;
iterator.second->parent = nullptr;
}
sourceNode->distance = 0;
}

void Graph::Relax(Edge* edge)
{
if (edge->nodeU->distance != INT_MAX && (edge->nodeV->distance > (edge->nodeU->distance + edge->weight)))
{
this->_operationalSet.erase(edge->nodeV);
edge->nodeV->distance = edge->nodeU->distance + edge->weight;
edge->nodeV->parent = edge->nodeU;
this->_operationalSet.insert(edge->nodeV);
}
}

void Graph::Dijkstra(Node* source)
{
this->InitializeSingleSource(source);

for (auto& node : this->_nodeMap)
{
this->_operationalSet.insert(node.second);
}

while (!this->_operationalSet.empty())
{
Node* nodeU = *(this->_operationalSet.begin());
this->_operationalSet.erase(nodeU);

for (auto& edge : this->_edgeMap[nodeU])
{
this->Relax(edge);
}
}
}

void Graph::GetShortestPath(Node* node, vector<int>& path)
{
path.push_back(node->data);
if (node->parent != nullptr)
{
this->GetShortestPath(node->parent, path);
}
}

// Graph Public Member Methods
void Graph::PushDirectedEdge(int dataU, int dataV, int weight)
{
Node* nodeU = this->MakeOrFindNode(dataU);
Node* nodeV = this->MakeOrFindNode(dataV);

this->_adjlist[nodeU].push_back(nodeV);
this->_edgeMap[nodeU].push_back(new Edge(nodeU, nodeV, weight));
}

void Graph::FindShortestPathDijkstra(int data)
{
Node* source = this->_nodeMap[data];
this->Dijkstra(source);
}

vector<int> Graph::GetDijkstraShortestPath(int data)
{
vector<int> path = {};
Node* node = this->_nodeMap[data];
this->GetShortestPath(node, path);
reverse(path.begin(), path.end());
return path;
}
}
1 change: 1 addition & 0 deletions SourceCodes/0003_Graph/CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -10,6 +10,7 @@ set(0003GRAPH_SOURCES
0008_MinimumSpanningTreePrimAlgorithm.cc
0009_SingleSourceShortestPathBellmanFord.cc
0010_DirectedAcyclicGraphShortestPath.cc
0011_SingleSourceShortestPathDijkstra.cc

)

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31 changes: 31 additions & 0 deletions Tests/0003_Graph/0011_SingleSourceShortestPathDijkstraTest.cc
Original file line number Diff line number Diff line change
@@ -0,0 +1,31 @@
#include<gtest/gtest.h>
#include "../Headers/0003_Graph/0011_SingleSourceShortestPathDijkstra.h"
#include "../0000_CommonUtilities/UnitTestHelper.h"

namespace SingleSourceShortestPathDijkstra
{
UnitTestHelper unitTestHelper;

// Test for Simple Graph
TEST(DijkstraTest, SimpleGraph)
{
Graph graph;

graph.PushDirectedEdge(0, 1, 10);
graph.PushDirectedEdge(0, 3, 5);
graph.PushDirectedEdge(1, 2, 1);
graph.PushDirectedEdge(1, 3, 2);
graph.PushDirectedEdge(2, 4, 4);
graph.PushDirectedEdge(3, 1, 3);
graph.PushDirectedEdge(3, 2, 9);
graph.PushDirectedEdge(3, 4, 2);
graph.PushDirectedEdge(4, 2, 6);
graph.PushDirectedEdge(4, 0, 7);

graph.FindShortestPathDijkstra(0);

string expectedPath = "0 3 1 2";

ASSERT_EQ(unitTestHelper.SerializeVectorToString(graph.GetDijkstraShortestPath(2)), expectedPath);
}
}
1 change: 1 addition & 0 deletions Tests/0003_Graph/CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -22,6 +22,7 @@ add_executable(
0008_MinimumSpanningTreePrimAlgorithmTest.cc
0009_SingleSourceShortestPathBellmanFordTest.cc
0010_DirectedAcyclicGraphShortestPathTest.cc
0011_SingleSourceShortestPathDijkstraTest.cc
)

target_link_libraries(
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