mirror of
https://github.moeyy.xyz/https://github.com/trekhleb/javascript-algorithms.git
synced 2024-11-10 11:09:43 +08:00
Add DFS.
This commit is contained in:
parent
ddd7f9fe0d
commit
7656cfd6ea
@ -25,6 +25,8 @@
|
||||
* [Power Set](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/math/power-set)
|
||||
* String
|
||||
* [String Permutations](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/string/permutations)
|
||||
* Graph
|
||||
* [Depth-First Search (DFS)](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/graph/depth-first-search)
|
||||
|
||||
## Useful Links
|
||||
|
||||
|
7
src/algorithms/graph/depth-first-search/README.md
Normal file
7
src/algorithms/graph/depth-first-search/README.md
Normal file
@ -0,0 +1,7 @@
|
||||
# Depth-First Search (DFS)
|
||||
|
||||
Depth-first search (DFS) is an algorithm for traversing or
|
||||
searching tree or graph data structures. One starts at
|
||||
the root (selecting some arbitrary node as the root in
|
||||
the case of a graph) and explores as far as possible
|
||||
along each branch before backtracking.
|
@ -0,0 +1,107 @@
|
||||
import Graph from '../../../../data-structures/graph/Graph';
|
||||
import GraphVertex from '../../../../data-structures/graph/GraphVertex';
|
||||
import GraphEdge from '../../../../data-structures/graph/GraphEdge';
|
||||
import depthFirstSearch from '../depthFirstSearch';
|
||||
|
||||
describe('depthFirstSearch', () => {
|
||||
it('should perform DFS operation on graph', () => {
|
||||
const graph = new Graph(true);
|
||||
|
||||
const vertexA = new GraphVertex('A');
|
||||
const vertexB = new GraphVertex('B');
|
||||
const vertexC = new GraphVertex('C');
|
||||
const vertexD = new GraphVertex('D');
|
||||
const vertexE = new GraphVertex('E');
|
||||
const vertexF = new GraphVertex('F');
|
||||
const vertexG = new GraphVertex('G');
|
||||
|
||||
const edgeAB = new GraphEdge(vertexA, vertexB);
|
||||
const edgeBC = new GraphEdge(vertexB, vertexC);
|
||||
const edgeCG = new GraphEdge(vertexC, vertexG);
|
||||
const edgeAD = new GraphEdge(vertexA, vertexD);
|
||||
const edgeAE = new GraphEdge(vertexA, vertexE);
|
||||
const edgeEF = new GraphEdge(vertexE, vertexF);
|
||||
const edgeFD = new GraphEdge(vertexF, vertexD);
|
||||
const edgeDG = new GraphEdge(vertexD, vertexG);
|
||||
|
||||
graph
|
||||
.addEdge(edgeAB)
|
||||
.addEdge(edgeBC)
|
||||
.addEdge(edgeCG)
|
||||
.addEdge(edgeAD)
|
||||
.addEdge(edgeAE)
|
||||
.addEdge(edgeEF)
|
||||
.addEdge(edgeFD)
|
||||
.addEdge(edgeDG);
|
||||
|
||||
expect(graph.toString()).toBe('A,B,C,G,D,E,F');
|
||||
|
||||
const enterVertexCallback = jest.fn();
|
||||
const leaveVertexCallback = jest.fn();
|
||||
|
||||
// Traverse graphs without callbacks first.
|
||||
depthFirstSearch(graph, vertexA);
|
||||
|
||||
// Traverse graph with enterVertex and leaveVertex callbacks.
|
||||
depthFirstSearch(graph, vertexA, {
|
||||
enterVertex: enterVertexCallback,
|
||||
leaveVertex: leaveVertexCallback,
|
||||
});
|
||||
|
||||
expect(enterVertexCallback).toHaveBeenCalledTimes(7);
|
||||
expect(leaveVertexCallback).toHaveBeenCalledTimes(7);
|
||||
|
||||
expect(enterVertexCallback.mock.calls.toString()).toBe('A,B,C,G,D,E,F');
|
||||
expect(leaveVertexCallback.mock.calls.toString()).toBe('G,C,B,D,F,E,A');
|
||||
});
|
||||
|
||||
it('allow users to redefine vertex visiting logic', () => {
|
||||
const graph = new Graph(true);
|
||||
|
||||
const vertexA = new GraphVertex('A');
|
||||
const vertexB = new GraphVertex('B');
|
||||
const vertexC = new GraphVertex('C');
|
||||
const vertexD = new GraphVertex('D');
|
||||
const vertexE = new GraphVertex('E');
|
||||
const vertexF = new GraphVertex('F');
|
||||
const vertexG = new GraphVertex('G');
|
||||
|
||||
const edgeAB = new GraphEdge(vertexA, vertexB);
|
||||
const edgeBC = new GraphEdge(vertexB, vertexC);
|
||||
const edgeCG = new GraphEdge(vertexC, vertexG);
|
||||
const edgeAD = new GraphEdge(vertexA, vertexD);
|
||||
const edgeAE = new GraphEdge(vertexA, vertexE);
|
||||
const edgeEF = new GraphEdge(vertexE, vertexF);
|
||||
const edgeFD = new GraphEdge(vertexF, vertexD);
|
||||
const edgeDG = new GraphEdge(vertexD, vertexG);
|
||||
|
||||
graph
|
||||
.addEdge(edgeAB)
|
||||
.addEdge(edgeBC)
|
||||
.addEdge(edgeCG)
|
||||
.addEdge(edgeAD)
|
||||
.addEdge(edgeAE)
|
||||
.addEdge(edgeEF)
|
||||
.addEdge(edgeFD)
|
||||
.addEdge(edgeDG);
|
||||
|
||||
expect(graph.toString()).toBe('A,B,C,G,D,E,F');
|
||||
|
||||
const enterVertexCallback = jest.fn();
|
||||
const leaveVertexCallback = jest.fn();
|
||||
|
||||
depthFirstSearch(graph, vertexA, {
|
||||
enterVertex: enterVertexCallback,
|
||||
leaveVertex: leaveVertexCallback,
|
||||
allowTraversal: (vertex, neighbor) => {
|
||||
return !(vertex === vertexA && neighbor === vertexB);
|
||||
},
|
||||
});
|
||||
|
||||
expect(enterVertexCallback).toHaveBeenCalledTimes(7);
|
||||
expect(leaveVertexCallback).toHaveBeenCalledTimes(7);
|
||||
|
||||
expect(enterVertexCallback.mock.calls.toString()).toBe('A,D,G,E,F,D,G');
|
||||
expect(leaveVertexCallback.mock.calls.toString()).toBe('G,D,G,D,F,E,A');
|
||||
});
|
||||
});
|
63
src/algorithms/graph/depth-first-search/depthFirstSearch.js
Normal file
63
src/algorithms/graph/depth-first-search/depthFirstSearch.js
Normal file
@ -0,0 +1,63 @@
|
||||
/**
|
||||
* @typedef {Object} Callbacks
|
||||
* @property {function(vertex: GraphVertex, neighbor: GraphVertex): boolean} allowTraversal -
|
||||
* Determines whether DFS should traverse from the vertex to its neighbor
|
||||
* (along the edge). By default prohibits visiting the same vertex again.
|
||||
* @property {function(vertex: GraphVertex)} enterVertex - Called when DFS enters the vertex.
|
||||
* @property {function(vertex: GraphVertex)} leaveVertex - Called when DFS leaves the vertex.
|
||||
*/
|
||||
|
||||
/**
|
||||
* @param {Callbacks} [callbacks]
|
||||
* @returns {Callbacks}
|
||||
*/
|
||||
function initCallbacks(callbacks = {}) {
|
||||
const initiatedCallback = callbacks;
|
||||
|
||||
const stubCallback = () => {};
|
||||
|
||||
const allowTraversalCallback = (
|
||||
() => {
|
||||
const seen = {};
|
||||
return (vertex, neighbor) => {
|
||||
if (!seen[neighbor.getKey()]) {
|
||||
seen[neighbor.getKey()] = true;
|
||||
return true;
|
||||
}
|
||||
return false;
|
||||
};
|
||||
}
|
||||
)();
|
||||
|
||||
initiatedCallback.allowTraversal = callbacks.allowTraversal || allowTraversalCallback;
|
||||
initiatedCallback.enterVertex = callbacks.enterVertex || stubCallback;
|
||||
initiatedCallback.leaveVertex = callbacks.leaveVertex || stubCallback;
|
||||
|
||||
return initiatedCallback;
|
||||
}
|
||||
|
||||
/**
|
||||
* @param {Graph} graph
|
||||
* @param {GraphVertex} vertex
|
||||
* @param {Callbacks} callbacks
|
||||
*/
|
||||
function depthFirstSearchRecursive(graph, vertex, callbacks) {
|
||||
callbacks.enterVertex(vertex);
|
||||
|
||||
graph.getNeighbors(vertex).forEach((neighbor) => {
|
||||
if (callbacks.allowTraversal(vertex, neighbor)) {
|
||||
depthFirstSearchRecursive(graph, neighbor, callbacks);
|
||||
}
|
||||
});
|
||||
|
||||
callbacks.leaveVertex(vertex);
|
||||
}
|
||||
|
||||
/**
|
||||
* @param {Graph} graph
|
||||
* @param {GraphVertex} startVertex
|
||||
* @param {Callbacks} [callbacks]
|
||||
*/
|
||||
export default function depthFirstSearch(graph, startVertex, callbacks) {
|
||||
depthFirstSearchRecursive(graph, startVertex, initCallbacks(callbacks));
|
||||
}
|
Loading…
Reference in New Issue
Block a user