Erect the Fence — LeetCode 587 Python Solution

HardGeometryArrayMath
Problem
#587
Reading time
5 min

The problem

You are given an array trees where trees[i] = [xi, yi] represents the location of a tree in the garden. Fence the entire garden using the minimum length of rope, as it is expensive.

Example

Input
trees = [[1,1],[2,2],[2,0],[2,4],[3,3],[4,2]]
Output
[[1,1],[2,0],[4,2],[3,3],[2,4]]
Explanation
All the trees will be on the perimeter of the fence except the tree at [2, 2], which will be inside the fence.

Python solution

Python
class Solution:
    def outerTrees(self, trees: List[List[int]]) -> List[List[int]]:
        def cross(i, j, k):
            a, b, c = trees[i], trees[j], trees[k]
            return (b[0] - a[0]) * (c[1] - b[1]) - (b[1] - a[1]) * (c[0] - b[0])

        n = len(trees)
        if n < 4:
            return trees
        trees.sort()
        vis = [False] * n
        stk = [0]
        for i in range(1, n):
            while len(stk) > 1 and cross(stk[-2], stk[-1], i) < 0:
                vis[stk.pop()] = False
            vis[i] = True
            stk.append(i)
        m = len(stk)
        for i in range(n - 2, -1, -1):
            if vis[i]:
                continue
            while len(stk) > m and cross(stk[-2], stk[-1], i) < 0:
                stk.pop()
            stk.append(i)
        stk.pop()
        return [trees[i] for i in stk]

Complexity

MeasureComplexity
TimeO(n) or O(1)
SpaceO(1) auxiliary

Pattern: Math and Number Theory

Find the closed form, the invariant, or the modular identity — and skip the loop entirely. LeetCode 587. Erect the Fence is filed here on both counts: the reference solution below belongs to the algorithm family this hub collects, and LeetCode tags it Math and Geometry.

The math and number theory guide has the Python template for the pattern and the 485 LeetCode problems that use it.

Related problems

Frequently asked questions

How hard is LeetCode 587. Erect the Fence?
LeetCode 587. Erect the Fence is rated Hard on LeetCode.
What topics does LeetCode 587. Erect the Fence cover?
LeetCode 587. Erect the Fence is tagged Geometry, Array and Math on LeetCode.

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