Minimum Area Rectangle — LeetCode 939 Python Solution

MediumGeometryArrayHash TableMathSorting
Problem
#939
Pattern
Sorting
Reading time
3 min

The problem

You are given an array of points in the X-Y plane points where points[i] = [xi, yi]. Return the minimum area of a rectangle formed from these points, with sides parallel to the X and Y axes.

Example

Input
points = [[1,1],[1,3],[3,1],[3,3],[2,2]]
Output
4

Python solution

Python
class Solution:
    def minAreaRect(self, points: List[List[int]]) -> int:
        d = defaultdict(list)
        for x, y in points:
            d[x].append(y)
        pos = {}
        ans = inf
        for x in sorted(d):
            ys = d[x]
            ys.sort()
            n = len(ys)
            for i, y1 in enumerate(ys):
                for y2 in ys[i + 1 :]:
                    if (y1, y2) in pos:
                        ans = min(ans, (x - pos[(y1, y2)]) * (y2 - y1))
                    pos[(y1, y2)] = x
        return 0 if ans == inf else ans

Complexity

MeasureComplexity
TimeO(n)
SpaceO(n) auxiliary

Pattern: Sorting

Spend O(n log n) once to buy an ordering that makes the rest of the problem trivial. LeetCode 939. Minimum Area Rectangle is filed here because LeetCode tags it Sorting, which is the vocabulary this hub collects.

The sorting guide has the Python template for the pattern and the 401 LeetCode problems that use it.

Related problems

Frequently asked questions

How hard is LeetCode 939. Minimum Area Rectangle?
LeetCode 939. Minimum Area Rectangle is rated Medium on LeetCode.
What is the time complexity of LeetCode 939. Minimum Area Rectangle?
The Python solution on this page runs in O(n).
What is the space complexity of LeetCode 939. Minimum Area Rectangle?
The Python solution on this page uses O(n) auxiliary space.
What topics does LeetCode 939. Minimum Area Rectangle cover?
LeetCode 939. Minimum Area Rectangle is tagged Geometry, Array, Hash Table, Math and Sorting on LeetCode.

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