package LeetCode_973
import java.util.*
/**
* 973. K Closest Points to Origin
* https://leetcode.com/problems/k-closest-points-to-origin/description/
*
* We have a list of points on the plane. Find the K closest points to the origin (0, 0).
(Here, the distance between two points on a plane is the Euclidean distance.)
You may return the answer in any order. The answer is guaranteed to be unique (except for the order that it is in.)
Example 1:
Input: points = [[1,3],[-2,2]], K = 1
Output: [[-2,2]]
Explanation:
The distance between (1, 3) and the origin is sqrt(10).
The distance between (-2, 2) and the origin is sqrt(8).
Since sqrt(8) < sqrt(10), (-2, 2) is closer to the origin.
We only want the closest K = 1 points from the origin, so the answer is just [[-2,2]].
* */
class Solution {
/*
* solution: PriorityQueue, Time complexity:O(nlogk), Space complexity:O(1)
* because heapify: O(logk), k is size of PriorityQueue
* */
fun kClosest(points: Array<IntArray>, K: Int): Array<IntArray>? {
//sort by distance ascending
val minHeap = PriorityQueue<IntArray> { a, b -> distance(b) - distance(a) }
for (point in points) {
minHeap.add(point)
if (minHeap.size > K) {
minHeap.poll()
}
}
val result = Array(K, { IntArray(2) })
for (i in minHeap.indices) {
result[i] = minHeap.poll()
}
return result
}
private fun distance(array: IntArray): Int {
return array[0] * array[0] + array[1] * array[1]
}
}