Skip to content

Feature graph implementation #33

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 2 commits into from
Dec 23, 2024
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
42 changes: 42 additions & 0 deletions Headers/0003_Graph/0008_MinimumSpanningTreePrimAlgorithm.h
Original file line number Diff line number Diff line change
@@ -0,0 +1,42 @@
# pragma once

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

namespace MinimumSpanningTreePrimAlgorithm
{
class Node
{
public:
int data;
Node* parent;
int key;
bool isInOperationalSet;
Node(int data);
};

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

class Graph
{
private:
map<Node*, vector<pair<Node*, int>>> _adjlist;
map<int, Node*> _nodeMap;
vector<pair<pair<int, int>, int>> _minimumSpanningTree;
multiset<Node*, CompareNodeKey> _operationalSet;
Node* MakeOrFindNode(int data);
public:
void PushUndirectedEdge(int valueU, int valueV, int weight);
void FindMinimumSpanningTreePrimAlgorithm();
vector<pair<pair<int, int>, int>> GetMinimumSpanningTree();
};
}
85 changes: 85 additions & 0 deletions SourceCodes/0003_Graph/0008_MinimumSpanningTreePrimAlgorithm.cc
Original file line number Diff line number Diff line change
@@ -0,0 +1,85 @@
#include "../Headers/0003_Graph/0008_MinimumSpanningTreePrimAlgorithm.h"
#include<climits>
using namespace std;


namespace MinimumSpanningTreePrimAlgorithm
{
Node::Node(int data)
{
this->data = data;
this->parent = nullptr;
this->key = INT_MAX;
this->isInOperationalSet = false;
}

// 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;
}

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

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

void Graph::FindMinimumSpanningTreePrimAlgorithm()
{
Node* root = this->_nodeMap.begin()->second;

root->key = 0;
for (auto& iterator : this->_nodeMap)
{
iterator.second->isInOperationalSet = true;
this->_operationalSet.insert(iterator.second);
}

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

for (auto& iterator : this->_adjlist[nodeU])
{
Node* nodeV = iterator.first;
int weight = iterator.second;

if (nodeV->isInOperationalSet && weight < nodeV->key)
{
this->_operationalSet.erase(nodeV);
nodeV->key = weight;
nodeV->parent = nodeU;
this->_operationalSet.insert(nodeV);

}
}

if (nodeU->parent != nullptr)
{
this->_minimumSpanningTree.push_back({ {nodeU->parent->data, nodeU->data}, nodeU->key });
}
}
}

vector<pair<pair<int, int>, int>> Graph::GetMinimumSpanningTree()
{
return this->_minimumSpanningTree;
}
}
1 change: 1 addition & 0 deletions SourceCodes/0003_Graph/CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -7,6 +7,7 @@ set(0003GRAPH_SOURCES
0005_HamiltonianPathAndCycle.cc
0006_EulerianPathAndCircuit.cc
0007_MinimumSpanningTreeKruskalAlgorithm.cc
0008_MinimumSpanningTreePrimAlgorithm.cc

)

Expand Down
4 changes: 4 additions & 0 deletions Tests/0000_CommonUtilities/UnitTestHelper.h
Original file line number Diff line number Diff line change
Expand Up @@ -150,6 +150,10 @@ class UnitTestHelper

sort(data.begin(), data.end(), [](const pair<pair<T, T>, T>& pairA, const pair<pair<T, T>, T>& pairB)
{
if (pairA.second == pairB.second)
{
return pairA.first.first < pairB.first.first;
}
return pairA.second < pairB.second;
});
return data;
Expand Down
45 changes: 45 additions & 0 deletions Tests/0003_Graph/0008_MinimumSpanningTreePrimAlgorithmTest.cc
Original file line number Diff line number Diff line change
@@ -0,0 +1,45 @@
#include<gtest/gtest.h>
#include "../Headers/0003_Graph/0008_MinimumSpanningTreePrimAlgorithm.h"
#include "../0000_CommonUtilities/UnitTestHelper.h"

namespace MinimumSpanningTreePrimAlgorithm
{
UnitTestHelper unitTestHelper;

TEST(MST, Prim)
{
Graph graph;

graph.PushUndirectedEdge(1, 2, 4);
graph.PushUndirectedEdge(1, 8, 8);
graph.PushUndirectedEdge(2, 8, 11);
graph.PushUndirectedEdge(2, 3, 8);
graph.PushUndirectedEdge(3, 4, 7);
graph.PushUndirectedEdge(3, 9, 2);
graph.PushUndirectedEdge(3, 6, 4);
graph.PushUndirectedEdge(4, 5, 9);
graph.PushUndirectedEdge(4, 6, 14);
graph.PushUndirectedEdge(5, 6, 10);
graph.PushUndirectedEdge(6, 7, 2);
graph.PushUndirectedEdge(7, 8, 1);
graph.PushUndirectedEdge(7, 9, 6);
graph.PushUndirectedEdge(8, 9, 7);

graph.FindMinimumSpanningTreePrimAlgorithm();

vector<pair<pair<int, int>, int>> actualMST = graph.GetMinimumSpanningTree();
vector<pair<pair<int, int>, int>> expectedMST =
{
{{7, 8}, 1},
{{3, 9}, 2},
{{6, 7}, 2},
{{2, 1}, 4},
{{3, 6}, 4},
{{3, 4}, 7},
{{8, 1}, 8},
{{4, 5}, 9}
};

ASSERT_EQ(unitTestHelper.SortVectorOfPair(actualMST), unitTestHelper.SortVectorOfPair(expectedMST));
}
}
1 change: 1 addition & 0 deletions Tests/0003_Graph/CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -19,6 +19,7 @@ add_executable(
0005_HamiltonianPathAndCycleTest.cc
0006_EulerianPathAndCircuitTest.cc
0007_MinimumSpanningTreeKruskalAlgorithmTest.cc
0008_MinimumSpanningTreePrimAlgorithmTest.cc
)

target_link_libraries(
Expand Down
Loading