zoukankan      html  css  js  c++  java
  • leetcode Find Median from Data Stream

    题目连接

    https://leetcode.com/problems/find-median-from-data-stream/ 

    Find Median from Data Stream

    Description

    Median is the middle value in an ordered integer list. If the size of the list is even, there is no middle value. So the median is the mean of the two middle value.

    Examples: 
    [2,3,4] , the median is 3

    [2,3], the median is (2 + 3) / 2 = 2.5

    Design a data structure that supports the following two operations:

    void addNum(int num) - Add a integer number from the data stream to the data structure. 
    double findMedian() - Return the median of all elements so far. 
    For example:

    add(1) 
    add(2) 
    findMedian() -> 1.5 
    add(3) 
    findMedian() -> 2

    平衡树裸题。。

    class MedianFinder {
    public:
    	const int INF = ~0u >> 1;
    	MedianFinder() { null = new Node(INF, 0, NULL); root = null; }
    	~MedianFinder() { clear(root), delete null; }
    	void addNum(int num) {
    		insert(root, num);
    	}
    	double findMedian() {
    		int t = root->s;
    		if (t & 1) {
    			return (double)kth((t >> 1) + 1);
    		} else {
    			int v1 = kth(t >> 1);
    			int v2 = kth((t >> 1) + 1);
    			return (v1 + v2) / 2.0;
    		}
    	}
    private:
    	struct Node {
    		int v, s, c;
    		Node *ch[2];
    		Node() = default;
    		Node(int _v_, int _s_, Node *p) {
    			v = _v_, s = c = _s_;
    			ch[0] = ch[1] = p;
    		}
    		inline void push_up() {
    			s = ch[0]->s + ch[1]->s + c;
    		}
    		inline int cmp(int x) const {
    			return x == v ? -1 : x > v;
    		}
    	}*root, *null;
    	inline Node *newNode(int v) {
    		Node *x = new Node(v, 1, null);
    		return x;
    	}
    	inline void rotate(Node *&x, int d) {
    		Node *k = x->ch[!d]; x->ch[!d] = k->ch[d], k->ch[d] = x;
    		k->s = x->s; x->push_up(); x = k;
    	}
    	inline void Maintain(Node *&x, int d) {
    		if (!x->ch[d]->s) return;
    		if (x->ch[d]->ch[d]->s > x->ch[!d]->s) rotate(x, !d);
    		else if (x->ch[d]->ch[!d]->s > x->ch[!d]->s) rotate(x->ch[d], d), rotate(x, !d);
    		else return;
    		Maintain(x, 0), Maintain(x, 1);
    	}
    	inline void insert(Node *&x, int v) {
    		if (!x->s) { x = newNode(v); return; }
    		x->s++;
    		int d = x->cmp(v);
    		if (-1 == d) { x->c++; return; }
    		insert(x->ch[d], v);
    		x->push_up();
    		Maintain(x, d);
    	}
    	inline void clear(Node *&x) {
    		if (x->s) clear(x->ch[0]), clear(x->ch[1]), delete x;
    	}
    	inline int kth(int k) {
    		Node *x = root;
    		for (int t = 0; x->s;) {
    			t = x->ch[0]->s;
    			if (k <= t) x = x->ch[0];
    			else if (t + 1 <= k && k <= t + x->c) break;
    			else k -= t + x->c, x = x->ch[1];
    		}
    		return x->v;
    	}
    };
  • 相关阅读:
    java获取指定日期的前一天和后一天
    Swagger注解-@ApiModel 和 @ApiModelProperty
    Timer中schedule()的用法
    Spring Boot 增加jar包
    报Result Maps collection does not contain value for java.lang.Long错误解决方法
    服务注册组件eureka
    浅谈redission以及Redis分布式锁探索入门
    用Redis实现分布式锁以及redission使用
    JVM逃逸分析对性能的影响
    【HTML打印】HTML直接调用window下的打印机并执行打印任务(简单打印任务生成)
  • 原文地址:https://www.cnblogs.com/GadyPu/p/5011185.html
Copyright © 2011-2022 走看看