|
| 1 | +""" |
| 2 | +LeetCode 133. Clone Graph |
| 3 | +https://leetcode.com/problems/clone-graph/ |
| 4 | +
|
| 5 | +Given a reference of a node in a connected undirected graph. |
| 6 | +
|
| 7 | +Return a deep copy (clone) of the graph. |
| 8 | +
|
| 9 | +Each node in the graph contains a value (int) and a list (List[Node]) of its |
| 10 | +neighbors. |
| 11 | +""" |
| 12 | +from dataclasses import dataclass |
| 13 | + |
| 14 | + |
| 15 | +@dataclass |
| 16 | +class Node: |
| 17 | + value: int = 0 |
| 18 | + neighbors: list["Node"] | None = None |
| 19 | + |
| 20 | + def __post_init__(self) -> None: |
| 21 | + """ |
| 22 | + >>> Node(3).neighbors |
| 23 | + [] |
| 24 | + """ |
| 25 | + self.neighbors = self.neighbors or [] |
| 26 | + |
| 27 | + def __hash__(self) -> int: |
| 28 | + """ |
| 29 | + >>> hash(Node(3)) != 0 |
| 30 | + True |
| 31 | + """ |
| 32 | + return id(self) |
| 33 | + |
| 34 | + |
| 35 | +def clone_graph(node: Node | None) -> Node | None: |
| 36 | + """ |
| 37 | + This function returns a clone of a connected undirected graph. |
| 38 | + >>> clone_graph(Node(1)) |
| 39 | + Node(value=1, neighbors=[]) |
| 40 | + >>> clone_graph(Node(1, [Node(2)])) |
| 41 | + Node(value=1, neighbors=[Node(value=2, neighbors=[])]) |
| 42 | + >>> clone_graph(None) is None |
| 43 | + True |
| 44 | + """ |
| 45 | + if not node: |
| 46 | + return None |
| 47 | + |
| 48 | + originals_to_clones = {} # map nodes to clones |
| 49 | + |
| 50 | + stack = [node] |
| 51 | + |
| 52 | + while stack: |
| 53 | + original = stack.pop() |
| 54 | + |
| 55 | + if original in originals_to_clones: |
| 56 | + continue |
| 57 | + |
| 58 | + originals_to_clones[original] = Node(original.value) |
| 59 | + |
| 60 | + stack.extend(original.neighbors or []) |
| 61 | + |
| 62 | + for original, clone in originals_to_clones.items(): |
| 63 | + for neighbor in original.neighbors or []: |
| 64 | + cloned_neighbor = originals_to_clones[neighbor] |
| 65 | + |
| 66 | + if not clone.neighbors: |
| 67 | + clone.neighbors = [] |
| 68 | + |
| 69 | + clone.neighbors.append(cloned_neighbor) |
| 70 | + |
| 71 | + return originals_to_clones[node] |
| 72 | + |
| 73 | + |
| 74 | +if __name__ == "__main__": |
| 75 | + import doctest |
| 76 | + |
| 77 | + doctest.testmod() |
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