Design a data structure that supports all following operations in average O(1) time.
Note: Duplicate elements are allowed.
- insert(val): Inserts an item val to the collection.
- remove(val): Removes an item val from the collection if present.
- getRandom: Returns a random element from current collection of elements. The probability of each element being returned is linearly related to the number of same value the collection contains.
Example:
// Init an empty collection.
RandomizedCollection collection = new RandomizedCollection();
// Inserts 1 to the collection. Returns true as the collection did not contain 1.
collection.insert(1);
// Inserts another 1 to the collection. Returns false as the collection contained 1. Collection now contains [1,1].
collection.insert(1);
// Inserts 2 to the collection, returns true. Collection now contains [1,1,2].
collection.insert(2);
// getRandom should return 1 with the probability 2/3, and returns 2 with the probability 1/3.
collection.getRandom();
// Removes 1 from the collection, returns true. Collection now contains [1,2].
collection.remove(1);
// getRandom should return 1 and 2 both equally likely.
collection.getRandom();
一刷
題解:與380不同的是祟昭,這道題目允許重復(fù)的數(shù)字剿牺,從現(xiàn)有集合中隨機(jī)返回一個(gè)元素時(shí)综慎,每個(gè)元素被返回的概率應(yīng)該與其在集合中的數(shù)量線性相關(guān)。
與380思路相同药蜻,有一個(gè)array, 一個(gè)map(value->position set)
如果取出的數(shù)字為數(shù)組中最后一個(gè),直接移去坪稽,否則匿刮,與最后一個(gè)swap然后移去。
public class RandomizedCollection {
ArrayList<Integer> nums;
HashMap<Integer, Set<Integer>> locs;
java.util.Random rand = new java.util.Random();
/** Initialize your data structure here. */
public RandomizedCollection() {
nums = new ArrayList<Integer>();
locs = new HashMap<Integer, Set<Integer>>();
}
/** Inserts a value to the collection. Returns true if the collection did not already contain the specified element. */
public boolean insert(int val) {
boolean contain = locs.containsKey(val);
if ( ! contain ) locs.put( val, new LinkedHashSet<Integer>() );
locs.get(val).add(nums.size());
nums.add(val);
return ! contain ;
}
/** Removes a value from the collection. Returns true if the collection contained the specified element. */
public boolean remove(int val) {
boolean contain = locs.containsKey(val);
if ( ! contain ) return false;
int loc = locs.get(val).iterator().next();
locs.get(val).remove(loc);
if (loc < nums.size() - 1 ) {
int lastone = nums.get( nums.size()-1 );
nums.set( loc , lastone );
locs.get(lastone).remove( nums.size()-1);
locs.get(lastone).add(loc);
}
nums.remove(nums.size() - 1);
if (locs.get(val).isEmpty()) locs.remove(val);
return true;
}
/** Get a random element from the collection. */
public int getRandom() {
return nums.get( rand.nextInt(nums.size()) );
}
}