题:https://leetcode.com/problems/insert-delete-getrandom-o1/description/
题目
Design a data structure that supports all following operations in average O(1) time.
- insert(val): Inserts an item val to the set if not already present.
- remove(val): Removes an item val from the set if present.
- getRandom: Returns a random element from current set of elements. Each element must have the same probability of being returned.
Example:
// Init an empty set.
RandomizedSet randomSet = new RandomizedSet();
// Inserts 1 to the set. Returns true as 1 was inserted successfully.
randomSet.insert(1);
// Returns false as 2 does not exist in the set.
randomSet.remove(2);
// Inserts 2 to the set, returns true. Set now contains [1,2].
randomSet.insert(2);
// getRandom should return either 1 or 2 randomly.
randomSet.getRandom();
// Removes 1 from the set, returns true. Set now contains [2].
randomSet.remove(1);
// 2 was already in the set, so return false.
randomSet.insert(2);
// Since 2 is the only number in the set, getRandom always return 2.
randomSet.getRandom();
思路
题目大意
实现一种数据结构,这个数据结构的有三种操作:插入,删除,随机返回。
但要求是所有的操作的时间复杂度都为O(1)。
解题思路
使用 链表可以 实现 插入 O(1),但是 删除,随机返回 无法满足。
使用 普通数组 可以实现 插入 随机返回 O(1),但是 删除 无法满足。需要对删除操作 改变数据结构。 设置 List 存储 数据value, map<Integer , Integer > 存储 value -> location 存储数据 在List的位置。当删除value时,将 list最后一个元素换到 value的位置,并在map中替换value。最后删除 map中的value和list的最后一个元素。
code
class RandomizedSet {
private Map<Integer, Integer> locMap;
private List<Integer> eleLst;
Random rand;
/** Initialize your data structure here. */
public RandomizedSet() {
locMap = new HashMap<>();
eleLst = new ArrayList<>();
rand = new Random();
}
/** Inserts a value to the set. Returns true if the set did not already contain the specified element. */
public boolean insert(int val) {
if(locMap.containsKey(val)) return false;
eleLst.add(val);
locMap.put(val,eleLst.size()-1);
return true;
}
/** Removes a value from the set. Returns true if the set contained the specified element. */
public boolean remove(int val) {
if(!locMap.containsKey(val)) return false;
Integer loc = locMap.get(val);
Integer tval = eleLst.get(eleLst.size()-1);
eleLst.set(loc,tval);
locMap.put(tval,loc);
locMap.remove(val);
eleLst.remove(eleLst.size()-1);
return true;
}
/** Get a random element from the set. */
public int getRandom() {
return eleLst.get(rand.nextInt(eleLst.size()));
}
}
/**
* Your RandomizedSet object will be instantiated and called as such:
* RandomizedSet obj = new RandomizedSet();
* boolean param_1 = obj.insert(val);
* boolean param_2 = obj.remove(val);
* int param_3 = obj.getRandom();
*/