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();
Analysis:
We can use a hashMap + array here.
Insert - insert the val to the tail of the array, and update the hash map.
Remove - swap the val to be deleted with the tail of the list node. Update the index in the hash map, and remove tail of the array
GetRandom - Get a random index in the array and return its value.
Code (Java):
class RandomizedSet {
private List<Integer> list;
private Map<Integer, Integer> map;
/** Initialize your data structure here. */
public RandomizedSet() {
list = new ArrayList<>();
map = new HashMap<>();
}
/** 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;
}
int index = list.size();
list.add(val);
map.put(val, index);
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 indexRemove = map.get(val);
int tail = list.get(list.size() - 1);
swap(indexRemove, list.size() - 1);
map.put(tail, indexRemove);
list.remove(list.size() - 1);
map.remove(val);
return true;
}
/** Get a random element from the set. */
public int getRandom() {
if (list.isEmpty()) {
return 0;
}
Random rand = new Random();
int index = rand.nextInt(list.size());
return list.get(index);
}
private void swap(int i, int j) {
int temp = list.get(i);
list.set(i, list.get(j));
list.set(j, temp);
}
}
/**
* 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();
*/
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