Use DFS approach to copy the graph. Because node's value is the same as its index. Node value can be used as key to locate the copied node.
"""
# Definition for a Node.
class Node:
def __init__(self, val = 0, neighbors = None):
self.val = val
self.neighbors = neighbors if neighbors is not None else []
"""
class Solution:
def cloneGraph(self, node: 'Node') -> 'Node':
copies = {}
def copy(node):
if not node:
return None
if node.val in copies:
return copies[node.val]
copied = Node(node.val)
copies[node.val] = copied
for n in node.neighbors:
copied.neighbors.append(copy(n))
return copied
return copy(node)
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