`

Data structure: insert, remove, contains, get random element, all at O(1)

 
阅读更多

From:

http://stackoverflow.com/questions/5682218/data-structure-insert-remove-contains-get-random-element-all-at-o1

Design a data structure that offers the following operations in O(1) time:

  • insert
  • remove
  • contains
  • get random element

Solution:

Consider a data structure composed of a hashtable H and an array A. The hashtable keys are the elements in the data structure, and the values are their positions in the array.

  1. insert(value): append the value to array and let i be it's index in A. Set H[value]=i.
  2. remove(value): We are going to replace the cell that contains value in A with the last element in A. let d be the last element in the array A at index m. let i be H[value], the index in the array of the value to be removed. Set A[i]=d, H[d]=i, decrease the size of the array by one, and remove value from H.
  3. contains(value): return H.contains(value)
  4. getRandomElement(): let r=random(current size of A). return A[r].

since the array needs to auto-increase in size, it's going to be amortize O(1) to add an element, but I guess that's OK.

public class ConstantRandomGet<E> {

	private Map<E, Integer> map = new HashMap<>();
	private List<E> list = new ArrayList<>();
	private Random random = new Random();
	
	public void insert(E e) {
		map.put(e, list.size());
		list.add(e);
	}
	
	public boolean remove(E e) {
		if(!map.containsKey(e)) return false;
		int i = map.get(e);
		int last = list.size()-1;
		E lastE = list.remove(last);
		map.put(lastE, i);
		list.set(i, lastE);
		return true;
	}
	
	public boolean contains(E e) {
		return map.containsKey(e);
	}
	
	public E getRandomElement() {
		int size = list.size();
		if(size == 0) return null;
		int index = random.nextInt(size);
		return list.get(index);
	}
}

 

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