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Add detect cycle.
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@ -68,7 +68,7 @@
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* [Breadth-First Search](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/graph/breadth-first-search) (BFS)
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* [Dijkstra Algorithm](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/graph/dijkstra) - finding shortest path to all graph vertices
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* [Bellman-Ford Algorithm](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/graph/bellman-ford) - finding shortest path to all graph vertices
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* [Detect Cycle](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/graph/detect-cycle)
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* [Detect Cycle](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/graph/detect-cycle) - for both: directed and undirected graphs
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* Topological Sorting
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* Eulerian path, Eulerian circuit
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* Strongly Connected Component algorithm
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@ -0,0 +1,42 @@
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import GraphVertex from '../../../../data-structures/graph/GraphVertex';
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import GraphEdge from '../../../../data-structures/graph/GraphEdge';
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import Graph from '../../../../data-structures/graph/Graph';
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import detectDirectedCycle from '../detectDirectedCycle';
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describe('detectDirectedCycle', () => {
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it('should detect directed cycle', () => {
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const vertexA = new GraphVertex('A');
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const vertexB = new GraphVertex('B');
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const vertexC = new GraphVertex('C');
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const vertexD = new GraphVertex('D');
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const vertexE = new GraphVertex('E');
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const vertexF = new GraphVertex('F');
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const edgeAB = new GraphEdge(vertexA, vertexB);
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const edgeBC = new GraphEdge(vertexB, vertexC);
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const edgeAC = new GraphEdge(vertexA, vertexC);
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const edgeDA = new GraphEdge(vertexD, vertexA);
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const edgeDE = new GraphEdge(vertexD, vertexE);
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const edgeEF = new GraphEdge(vertexE, vertexF);
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const edgeFD = new GraphEdge(vertexF, vertexD);
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const graph = new Graph(true);
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graph
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.addEdge(edgeAB)
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.addEdge(edgeBC)
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.addEdge(edgeAC)
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.addEdge(edgeDA)
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.addEdge(edgeDE)
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.addEdge(edgeEF);
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expect(detectDirectedCycle(graph)).toBeNull();
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graph.addEdge(edgeFD);
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expect(detectDirectedCycle(graph)).toEqual({
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D: vertexF,
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F: vertexE,
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E: vertexD,
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});
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});
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});
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93
src/algorithms/graph/detect-cycle/detectDirectedCycle.js
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93
src/algorithms/graph/detect-cycle/detectDirectedCycle.js
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@ -0,0 +1,93 @@
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import depthFirstSearch from '../depth-first-search/depthFirstSearch';
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/**
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* Detect cycle in directed graph using Depth First Search.
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*
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* @param {Graph} graph
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*/
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export default function detectDirectedCycle(graph) {
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let cycle = null;
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// Will store parents (previous vertices) for all visited nodes.
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// This will be needed in order to specify what path exactly is a cycle.
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const dfsParentMap = {};
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// White set (UNVISITED) contains all the vertices that haven't been visited at all.
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const whiteSet = {};
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// Gray set (VISITING) contains all the vertices that are being visited right now
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// (in current path).
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const graySet = {};
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// Black set (VISITED) contains all the vertices that has been fully visited.
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// Meaning that all children of the vertex has been visited.
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const blackSet = {};
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// If we encounter vertex in gray set it means that we've found a cycle.
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// Because when vertex in gray set it means that its neighbors or its neighbors
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// neighbors are still being explored.
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// Init white set and add all vertices to it.
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/** @param {GraphVertex} vertex */
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graph.getAllVertices().forEach((vertex) => {
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whiteSet[vertex.getKey()] = vertex;
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});
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// Describe BFS callbacks.
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const callbacks = {
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enterVertex: ({ currentVertex, previousVertex }) => {
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if (graySet[currentVertex.getKey()]) {
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// If current vertex already in grey set it means that cycle is detected.
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// Let's detect cycle path.
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cycle = {};
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let currentCycleVertex = currentVertex;
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let previousCycleVertex = previousVertex;
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while (previousCycleVertex.getKey() !== currentVertex.getKey()) {
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cycle[currentCycleVertex.getKey()] = previousCycleVertex;
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currentCycleVertex = previousCycleVertex;
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previousCycleVertex = dfsParentMap[previousCycleVertex.getKey()];
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}
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cycle[currentCycleVertex.getKey()] = previousCycleVertex;
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} else {
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// Otherwise let's add current vertex to gray set and remove it from white set.
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graySet[currentVertex.getKey()] = currentVertex;
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delete whiteSet[currentVertex.getKey()];
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// Update DFS parents list.
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dfsParentMap[currentVertex.getKey()] = previousVertex;
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}
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},
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leaveVertex: ({ currentVertex }) => {
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// If all node's children has been visited let's remove it from gray set
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// and move it to the black set meaning that all its neighbors are visited.
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blackSet[currentVertex.getKey()] = currentVertex;
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delete graySet[currentVertex.getKey()];
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},
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allowTraversal: ({ nextVertex }) => {
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// If cycle was detected we must forbid all further traversing since it will
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// cause infinite traversal loop.
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if (cycle) {
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return false;
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}
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// Allow traversal only for the vertices that are not in black set
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// since all black set vertices have been already visited.
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return !blackSet[nextVertex.getKey()];
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},
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};
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// Start exploring vertices.
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while (Object.keys(whiteSet).length) {
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// Pick fist vertex to start BFS from.
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const firstWhiteKey = Object.keys(whiteSet)[0];
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const startVertex = whiteSet[firstWhiteKey];
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// Do Depth First Search.
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depthFirstSearch(graph, startVertex, callbacks);
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}
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return cycle;
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}
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