Sunday, May 18, 2014

Clone Graph @LeetCode

Clone an undirected graph. Each node in the graph contains a label and a list of its neighbors.

OJ's undirected graph serialization:
Nodes are labeled uniquely.
We use # as a separator for each node, and , as a separator for node label and each neighbor of the node.
As an example, consider the serialized graph {0,1,2#1,2#2,2}.
The graph has a total of three nodes, and therefore contains three parts as separated by #.
  1. First node is labeled as 0. Connect node 0 to both nodes 1 and 2.
  2. Second node is labeled as 1. Connect node 1 to node 2.
  3. Third node is labeled as 2. Connect node 2 to node 2 (itself), thus forming a self-cycle.
Visually, the graph looks like the following:
       1
      / \
     /   \
    0 --- 2
         / \
         \_/


package leetcode;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.LinkedList;
import java.util.Queue;
/**
* Graph BFS || DFS 主要是记得要用HashMap 来保存 original 和 copy 的关系
* @author jeffwan
* @date May 18, 2014
*/
public class CloneGraph {
// BFS
public UndirectedGraphNode cloneGraph(UndirectedGraphNode node) {
if (node == null) {
return null;
}
Queue<UndirectedGraphNode> queue = new LinkedList<UndirectedGraphNode>();
HashMap<UndirectedGraphNode, UndirectedGraphNode> map = new HashMap<UndirectedGraphNode, UndirectedGraphNode>();
UndirectedGraphNode copy = new UndirectedGraphNode(node.label);
map.put(node, copy);
queue.offer(node);
while (!queue.isEmpty()) {
UndirectedGraphNode current = queue.poll();
for (int i = 0; i < current.neighbors.size(); i++) {
if (!map.containsKey(current.neighbors.get(i))) {
copy = new UndirectedGraphNode(current.neighbors.get(i).label);
map.put(current.neighbors.get(i), copy);
queue.offer(current.neighbors.get(i));
}
//clone neighbours
map.get(current).neighbors.add(map.get(current.neighbors.get(i)));
}
}
return map.get(node);
}
//DFS - recursive
public UndirectedGraphNode cloneGraph2(UndirectedGraphNode node) {
if(node == null)
return null;
HashMap<UndirectedGraphNode, UndirectedGraphNode> map = new HashMap<UndirectedGraphNode, UndirectedGraphNode>();
UndirectedGraphNode copy = new UndirectedGraphNode(node.label);
map.put(node,copy);
helper(node,map);
return copy;
}
private void helper(UndirectedGraphNode node,
HashMap<UndirectedGraphNode, UndirectedGraphNode> map) {
for (int i = 0; i < node.neighbors.size(); i++) {
UndirectedGraphNode cur = node.neighbors.get(i);
if (!map.containsKey(cur)) {
UndirectedGraphNode copy = new UndirectedGraphNode(cur.label);
map.put(cur, copy);
helper(cur, map);
}
map.get(node).neighbors.add(map.get(cur));
}
}
class UndirectedGraphNode {
int label;
ArrayList<UndirectedGraphNode> neighbors;
UndirectedGraphNode(int x) {
label = x;
neighbors = new ArrayList<UndirectedGraphNode>();
}
};
}
view raw CloneGraph.java hosted with ❤ by GitHub

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