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();
class RandomizedSet { private Map<Integer, Integer> map; private List<Integer> list; private Random rand; /** Initialize your data structure here. */ public RandomizedSet() { map = new HashMap<>(); list = 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 (map.containsKey(val)) { return false; } map.put(val, list.size()); list.add(val); return true; } /** Removes a value from the set. Returns true if the set contained the specified element. */ public boolean remove(int val) { if (!map.containsKey(val)) { return false; } int index = map.remove(val); int lastValue = list.remove(list.size() - 1); if (val != lastValue) { // need to fill back the removal list index list.set(index, lastValue); map.put(lastValue, index); } return true; } /** Get a random element from the set. */ public int getRandom() { return list.get(rand.nextInt(list.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(); */