Insert Delete GetRandom O(1)
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();
Solution
import java.util.Optional;
public class RandomizedSet {
/** Initialize your data structure here. */
List<Integer> numbers;
Map<Integer, Set<Integer>> map;
Random random;
public RandomizedSet() {
numbers = new ArrayList<>();
map = new HashMap<>();
random = new Random();
}
/** Inserts a value to the collection. Returns true if the collection did not already contain the specified element. */
public boolean insert(int val) {
if (!map.containsKey(val)) {
map.put(val, new HashSet<>());
} else {
return false;
}
int size = numbers.size();
numbers.add(val);
map.get(val).add(size);
if (map.get(val).size() == 1) {
return true;
} else {
return false;
}
}
/** Removes a value from the collection. Returns true if the collection contained the specified element. */
public boolean remove(int val) {
if (!map.containsKey(val)) {
return false;
}
Set<Integer> set = map.get(val);
Optional<Integer> removeIndex = set.stream().findAny();
if (!removeIndex.isPresent()) {
map.remove(val);
return false;
}
int removeIndexInteger = removeIndex.get();
if (removeIndexInteger < numbers.size() - 1) {
int size = numbers.size();
int lastNumber = numbers.get(size - 1);
numbers.set(removeIndexInteger, lastNumber);
map.get(val).remove(removeIndexInteger);
map.get(lastNumber).remove(size - 1);
map.get(lastNumber).add(removeIndexInteger);
numbers.remove(numbers.size() - 1);
} else {
numbers.remove(numbers.size() - 1);
map.get(val).remove(removeIndexInteger);
}
if (map.get(val).isEmpty()) {
map.remove(val);
}
return true;
}
/** Get a random element from the collection. */
public int getRandom() {
return numbers.get(random.nextInt(numbers.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();
*/