Problem

There are n teams numbered from 0 to n - 1 in a tournament; each team is also a node in a DAG.

You are given the integer n and a 0-indexed 2D integer array edges of length m representing the DAG, where edges[i] = [uᵢ, vᵢ] indicates that there is a directed edge from team uᵢ to team vᵢ in the graph.

A directed edge from a to b in the graph means that team a is stronger than team b and team b is weaker than team a.

Team a will be the champion of the tournament if there is no team b that is stronger than team a.

Return the team that will be the champion of the tournament if there is a unique champion, otherwise, return -1.

Notes:

  • A cycle is a series of nodes a₁, a₂, ..., aₙ, aₙ₊₁ such that node a₁ is the same node as node aₙ₊₁, the nodes a₁, a₂, ..., aₙ are distinct, and there is a directed edge from the node aᵢ to node aᵢ₊₁ for every i in the range [1, n].
  • A DAG is a directed graph that does not have any cycle.

https://leetcode.com/problems/find-champion-ii/

Example 1:

case1

Input: n = 3, edges = [[0,1],[1,2]]
Output: 0
Explanation: Team 1 is weaker than team 0. Team 2 is weaker than team 1. So the champion is team 0.

Example 2:

case2

Input: n = 4, edges = [[0,2],[1,3],[1,2]]
Output: -1
Explanation: Team 2 is weaker than team 0 and team 1. Team 3 is weaker than team 1. But team 1 and team 0 are not weaker than any other teams. So the answer is -1.

Constraints:

  • 1 <= n <= 100
  • m == edges.length
  • 0 <= m <= n * (n - 1) / 2
  • edges[i].length == 2
  • 0 <= edge[i][j] <= n - 1
  • edges[i][0] != edges[i][1]
  • The input is generated such that if team a is stronger than team b, team b is not stronger than team a.
  • The input is generated such that if team a is stronger than team b and team b is stronger than team c, then team a is stronger than team c.

Test Cases

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class Solution:
def findChampion(self, n: int, edges: List[List[int]]) -> int:
solution_test.py
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import pytest

from solution import Solution


@pytest.mark.parametrize('n, edges, expected', [
(3, [[0,1],[1,2]], 0),
(4, [[0,2],[1,3],[1,2]], -1),
])
class Test:
def test_solution(self, n, edges, expected):
sol = Solution()
assert sol.findChampion(n, edges) == expected

Thoughts

2923. Find Champion I 差不多。

冠军组的入度为 0。扫描所有的边,记录入度大于零的节点,剩下的就是入度为 0 的节点。如果刚好只有一个,那就是冠军组,否则没有冠军组。

时间复杂度 O(n + m),空间复杂度 O(n)

Code

solution.py
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class Solution:
def findChampion(self, n: int, edges: list[list[int]]) -> int:
weak = [False] * n
for _, v in edges:
weak[v] = True

champion = -1
for u, is_weak in enumerate(weak):
if not is_weak:
if champion >= 0:
return -1
champion = u

return champion