Update object-graph example to add path finding between nodes using BFS

+ Clean code, add overloaded functions and helper functions for common tasks
This commit is contained in:
2021-07-01 17:17:47 -04:00
parent 348586ec38
commit 4a8b607ff6
3 changed files with 199 additions and 40 deletions

View File

@@ -14,13 +14,19 @@ void Graph::BFS(const Node& startNode) const
{
// Track the nodes we have discovered
// TODO: Do this at the end to maintain the state instead of at beginning?
for (const auto &node : nodes_) node.color = White;
for (const auto &node : nodes_) {
node.color = White;
node.distance = 0;
node.predecessor = nullptr;
}
// Create a queue to visit discovered nodes in FIFO order
std::queue<Node> visitQueue;
// Mark the startNode as in progress until we finish checking adjacent nodes
startNode.color = Gray;
// startNode.distance = 0;
// startNode.predecessor = nullptr;
// Visit the startNode
visitQueue.push(startNode);
@@ -34,18 +40,47 @@ void Graph::BFS(const Node& startNode) const
// Check if we have already discovered all the adjacentNodes to thisNode
for (const auto &adjacent : thisNode.adjacent) {
if (nodes_[adjacent - 1].color == White) {
if (GetNode(adjacent).color == White) {
std::cout << "Found undiscovered adjacentNode: " << adjacent << "\n";
// Mark the adjacent node as in progress
nodes_[adjacent - 1].color = Gray;
GetNode(adjacent).color = Gray;
GetNode(adjacent).distance = thisNode.distance + 1;
GetNode(adjacent).predecessor =
const_cast<Node *>(&GetNode(thisNode.number));
// Add the discovered node the the visitQueue
visitQueue.push(nodes_[adjacent - 1]);
visitQueue.push(GetNode(adjacent));
}
}
// We are finished with this node and the adjacent nodes; Mark it discovered
thisNode.color = Black;
GetNode(thisNode.number).color = Black;
}
}
std::deque<const Node *> Graph::PathBFS(const Node &start, const Node &finish) const
{
std::deque<const Node *> path;
BFS(start);
const Node * next = finish.predecessor;
bool isValid = false;
do {
// If we have reached the start node, we have found a valid path
if (*next == Node(start)) isValid = true;
// Add the node to the path as we check each node
path.push_front(next);
// Move to the next node
next = next->predecessor;
} while (next != nullptr);
path.push_back(new Node(finish));
// If we never found a valid path, erase all contents of the path
if (!isValid) path.erase(path.begin(), path.end());
// Return the path, the caller should handle empty paths accordingly
return path;
}
void Graph::DFS() const
@@ -67,6 +102,42 @@ void Graph::DFS() const
}
void Graph::DFS(const Node &startNode) const
{
// Track the nodes we have discovered
for (const auto &node : nodes_) node.color = White;
int time = 0;
Node begin = startNode;
auto startIter = std::find(nodes_.begin(), nodes_.end(),
Node(startNode.number, {})
);
// Visit each node in the graph
while (startIter != nodes_.end()) {
std::cout << "Visiting node " << startIter->number << std::endl;
// If the startIter is undiscovered, visit it
if (startIter->color == White) {
std::cout << "Found undiscovered node: " << startIter->number << std::endl;
// Visiting the undiscovered node will check it's adjacent nodes
DFSVisit(time, *startIter);
}
startIter++;
}
startIter = nodes_.begin();
while (! (*startIter == startNode)) {
std::cout << "Visiting node " << startIter->number << std::endl;
// If the startIter is undiscovered, visit it
if (startIter->color == White) {
std::cout << "Found undiscovered node: " << startIter->number << std::endl;
// Visiting the undiscovered node will check it's adjacent nodes
DFSVisit(time, *startIter);
}
startIter++;
}
}
void Graph::DFSVisit(int &time, const Node& startNode) const
{
startNode.color = Gray;
@@ -80,7 +151,7 @@ void Graph::DFSVisit(int &time, const Node& startNode) const
// + Offset by 1 to account for 0 index of discovered vector
if (iter->color == White) {
std::cout << "Found undiscovered adjacentNode: "
<< nodes_[adjacent - 1].number << std::endl;
<< GetNode(adjacent).number << std::endl;
// Visiting the undiscovered node will check it's adjacent nodes
DFSVisit(time, *iter);
}
@@ -90,9 +161,9 @@ void Graph::DFSVisit(int &time, const Node& startNode) const
startNode.discoveryFinish.second = time;
}
std::vector<Node> Graph::TopologicalSort() const
std::vector<Node> Graph::TopologicalSort(const Node &startNode) const
{
DFS();
DFS(GetNode(startNode.number));
std::vector<Node> topological(nodes_);
std::sort(topological.begin(), topological.end(), Node::FinishedSort);