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222 lines (193 loc) · 6.44 KB
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/*************************************************************************
* Compilation: javac MinPQ.java
* Execution: java MinPQ < input.txt
*
* Generic min priority queue implementation with a binary heap.
* Can be used with a comparator instead of the natural order.
*
* % java MinPQ < tinyPQ.txt
* E A E (6 left on pq)
*
* We use a one-based array to simplify parent and child calculations.
*
*************************************************************************/
import java.util.Comparator;
import java.util.Iterator;
import java.util.NoSuchElementException;
/**
* The <tt>MinPQ</tt> class represents a priority queue of generic keys.
*/
public class MinPQ<Key> implements Iterable<Key> {
private Key[] pq; // store items at indices 1 to N
private int N; // number of items on priority queue
private Comparator<Key> comparator; // optional comparator
/**
* Create an empty priority queue with the given initial capacity.
*/
public MinPQ(int initCapacity) {
pq = (Key[]) new Object[initCapacity + 1];
N = 0;
}
/**
* Create an empty priority queue.
*/
public MinPQ() { this(1); }
/**
* Create an empty priority queue with the given initial capacity,
* using the given comparator.
*/
public MinPQ(int initCapacity, Comparator<Key> comparator) {
this.comparator = comparator;
pq = (Key[]) new Object[initCapacity + 1];
N = 0;
}
/**
* Create an empty priority queue using the given comparator.
*/
public MinPQ(Comparator<Key> comparator) { this(1, comparator); }
/**
* Create a priority queue with the given items.
* Takes time proportional to the number of items using sink-based heap construction.
*/
public MinPQ(Key[] keys) {
N = keys.length;
pq = (Key[]) new Object[keys.length + 1];
for (int i = 0; i < N; i++)
pq[i+1] = keys[i];
for (int k = N/2; k >= 1; k--)
sink(k);
assert isMinHeap();
}
/**
* Is the priority queue empty?
*/
public boolean isEmpty() {
return N == 0;
}
/**
* Return the number of items on the priority queue.
*/
public int size() {
return N;
}
/**
* Return the smallest key on the priority queue.
* @throws java.util.NoSuchElementException if priority queue is empty.
*/
public Key min() {
if (isEmpty()) throw new NoSuchElementException("Priority queue underflow");
return pq[1];
}
// helper function to double the size of the heap array
private void resize(int capacity) {
assert capacity > N;
Key[] temp = (Key[]) new Object[capacity];
for (int i = 1; i <= N; i++) temp[i] = pq[i];
pq = temp;
}
/**
* Add a new key to the priority queue.
*/
public void insert(Key x) {
// double size of array if necessary
if (N == pq.length - 1) resize(2 * pq.length);
// add x, and percolate it up to maintain heap invariant
pq[++N] = x;
swim(N);
assert isMinHeap();
}
/**
* Delete and return the smallest key on the priority queue.
* @throws java.util.NoSuchElementException if priority queue is empty.
*/
public Key delMin() {
if (isEmpty()) throw new NoSuchElementException("Priority queue underflow");
exch(1, N);
Key min = pq[N--];
sink(1);
pq[N+1] = null; // avoid loitering and help with garbage collection
if ((N > 0) && (N == (pq.length - 1) / 4)) resize(pq.length / 2);
assert isMinHeap();
return min;
}
private void swim(int k) {
while (k > 1 && greater(k/2, k)) {
exch(k, k/2);
k = k/2;
}
}
private void sink(int k) {
while (2*k <= N) {
int j = 2*k;
if (j < N && greater(j, j+1)) j++;
if (!greater(k, j)) break;
exch(k, j);
k = j;
}
}
private boolean greater(int i, int j) {
if (comparator == null) {
return ((Comparable<Key>) pq[i]).compareTo(pq[j]) > 0;
}
else {
return comparator.compare(pq[i], pq[j]) > 0;
}
}
private void exch(int i, int j) {
Key swap = pq[i];
pq[i] = pq[j];
pq[j] = swap;
}
// is pq[1..N] a min heap?
private boolean isMinHeap() {
return isMinHeap(1);
}
// is subtree of pq[1..N] rooted at k a min heap?
private boolean isMinHeap(int k) {
if (k > N) return true;
int left = 2*k, right = 2*k + 1;
if (left <= N && greater(k, left)) return false;
if (right <= N && greater(k, right)) return false;
return isMinHeap(left) && isMinHeap(right);
}
/***********************************************************************
* Iterators
**********************************************************************/
/**
* Return an iterator that iterates over all of the keys on the priority queue
* in ascending order.
* <p>
* The iterator doesn't implement <tt>remove()</tt> since it's optional.
*/
public Iterator<Key> iterator() { return new HeapIterator(); }
private class HeapIterator implements Iterator<Key> {
// create a new pq
private MinPQ<Key> copy;
// add all items to copy of heap
// takes linear time since already in heap order so no keys move
public HeapIterator() {
if (comparator == null) copy = new MinPQ<Key>(size());
else copy = new MinPQ<Key>(size(), comparator);
for (int i = 1; i <= N; i++)
copy.insert(pq[i]);
}
public boolean hasNext() { return !copy.isEmpty(); }
public void remove() { throw new UnsupportedOperationException(); }
public Key next() {
if (!hasNext()) throw new NoSuchElementException();
return copy.delMin();
}
}
/**
* A test client.
*/
public static void main(String[] args) {
MinPQ<String> pq = new MinPQ<String>();
while (!StdIn.isEmpty()) {
String item = StdIn.readString();
if (!item.equals("-")) pq.insert(item);
else if (!pq.isEmpty()) StdOut.print(pq.delMin() + " ");
}
StdOut.println("(" + pq.size() + " left on pq)");
}
}