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/* | ||
There are a total of n courses you have to take, labeled from 0 to n - 1. | ||
Some courses may have prerequisites, | ||
for example to take course 0 you have to first take course 1, which is expressed as a pair: [0,1] | ||
Given the total number of courses and a list of prerequisite pairs, | ||
return the ordering of courses you should take to finish all courses. | ||
There may be multiple correct orders, you just need to return one of them. | ||
If it is impossible to finish all courses, return an empty array. | ||
Example | ||
Given n = 2, prerequisites = [[1,0]] | ||
Return [0,1] | ||
Given n = 4, prerequisites = [1,0],[2,0],[3,1],[3,2]] | ||
Return [0,1,2,3] or [0,2,1,3] | ||
time = O(V+E) | ||
space = O(V) | ||
*/ | ||
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public class Solution { | ||
public int[] findOrder(int numCourses, int[][] prerequisites) { | ||
// write your code here | ||
if (prerequisites == null || prerequisites.length == 0 || prerequisites[0].length == 0) { | ||
int[] ans = new int[numCourses]; | ||
for (int i = 0; i < numCourses; i++) { | ||
ans[i] = i; | ||
} | ||
return ans; | ||
} | ||
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// build up a map for prerequisites | ||
Map<Integer, List<Integer>> courseMap = new HashMap<>(); | ||
for (int i = 0; i < numCourses; i++) { | ||
courseMap.put(i, new ArrayList<Integer>()); | ||
} | ||
for (int i = 0; i < prerequisites.length; i++) { | ||
int cur = prerequisites[i][0]; | ||
int nei = prerequisites[i][1]; | ||
courseMap.get(cur).add(nei); | ||
} | ||
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// topological sorting | ||
Map<Integer, Integer> map = new HashMap<>(); | ||
for (int i = 0; i < numCourses; i++) { | ||
for (Integer neighbor : courseMap.get(i)) { | ||
if (map.containsKey(neighbor)) { | ||
map.put(neighbor, map.get(neighbor) + 1); | ||
} else { | ||
map.put(neighbor, 1); | ||
} | ||
} | ||
} | ||
List<Integer> result = new ArrayList<>(); | ||
Queue<Integer> queue = new LinkedList<>(); | ||
for (int i = 0; i < numCourses; i++) { | ||
if (!map.containsKey(i)) { | ||
queue.offer(i); | ||
result.add(i); | ||
} | ||
} | ||
while (!queue.isEmpty()) { | ||
Integer head = queue.poll(); | ||
for (Integer neighbor : courseMap.get(head)) { | ||
if (map.containsKey(neighbor)) { | ||
map.put(neighbor, map.get(neighbor) - 1); | ||
} | ||
if (map.get(neighbor) == 0) { | ||
result.add(neighbor); | ||
queue.offer(neighbor); | ||
} | ||
} | ||
} | ||
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// convert ArrayList to int[] | ||
if (result.size() == numCourses) { | ||
int[] ans = new int[numCourses]; | ||
for (int i = 0; i < result.size(); i++) { | ||
ans[i] = result.get(result.size() - 1 - i); | ||
} | ||
return ans; | ||
} | ||
return new int[0]; | ||
} | ||
} |