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// Exercise 2.4.29
package algs24;
import stdlib.*;
import java.util.Iterator;
import java.util.NoSuchElementException;
// To turn on assertions for a program in eclipse,
// run the program once, then go to the menubar and select
// Run > Run Configurations... > Arguments > VM Arguments
// And add
// -ea
// As a VM argument
public class MyMinMaxPQ<K extends Comparable<? super K>> implements Iterable<K> {
private int N; // number of items on priority queue
private int MAXN; // size of the the arrays
private K[] a; // minheap
private K[] b; // maxheap
// the array ab maps from a to b
// the array ba maps from b to a
// they are inverses, so i == ba[ab[i]] == ab[ba[i]] for any i
//
private int[] ab; // index a to b: a[i] == b[ab[i]]
private int[] ba; // index b to a: b[i] == a[ba[i]]
@SuppressWarnings("unchecked")
/** Create an empty priority queue with the given initial capacity, using the given comparator. */
public MyMinMaxPQ (int capacity) {
MAXN = capacity;
a = (K[]) new Comparable[MAXN + 1];
b = (K[]) new Comparable[MAXN + 1];
ab = new int[MAXN + 1];
ba = new int[MAXN + 1];
N = 0;
}
/** Is the priority queue empty? */
public boolean isEmpty () { return N == 0; }
/** Is the priority queue full? */
public boolean isFull () { return N == MAXN; }
/** Return the number of items on the priority queue. */
public int size () { return N; }
/**
* Return the smallest key on the priority queue. Throw an exception if the
* priority queue is empty.
*/
public K min () {
if (isEmpty ()) throw new Error ("Priority queue underflow");
return a[1];
}
/** Add a new key to the priority queue. */
public void insert (K x) {
if (isFull ()) throw new Error ("Priority queue overflow");
// add x, and percolate it up to maintain heap invariant
N++;
a[N] = x;
b[N] = x;
ab[N] = N;
ba[N] = N;
aSwim (N);
bSwim (N);
assert isMinMaxHeap ();
}
/**
* Delete and return the smallest key on the priority queue. Throw an
* exception if the priority queue is empty.
*/
public K delMin () {
if (N == 0) throw new Error ("Priority queue underflow");
// TODO
assert isMinMaxHeap ();
return null;
}
/**
* Delete and return the largest key on the priority queue. Throw an
* exception if the priority queue is empty.
*/
public K delMax () {
if (N == 0) throw new Error ("Priority queue underflow");
// TODO
assert isMinMaxHeap ();
return null;
}
/* *********************************************************************
* Helper functions to restore the heap invariant.
**********************************************************************/
private void aSwim (int k) {
while (k > 1 && aGreater (k / 2, k)) {
aExch (k, k / 2);
k = k / 2;
}
}
private void aSink (int k) {
while (2 * k <= N) {
int j = 2 * k;
if (j < N && aGreater (j, j + 1)) j++;
if (!aGreater (k, j)) break;
aExch (k, j);
k = j;
}
}
private void bSwim (int k) {
while (k > 1 && bLess (k / 2, k)) {
bExch (k, k / 2);
k = k / 2;
}
}
private void bSink (int k) {
while (2 * k <= N) {
int j = 2 * k;
if (j < N && bLess (j, j + 1)) j++;
if (!bLess (k, j)) break;
bExch (k, j);
k = j;
}
}
/* *********************************************************************
* Helper functions for compares and swaps.
**********************************************************************/
private boolean aGreater (int i, int j) {
return a[i].compareTo (a[j]) > 0;
}
private boolean bLess (int i, int j) {
return b[i].compareTo (b[j]) < 0;
}
private void swap (K[] a, int i, int j) {
K tmp = a[i];
a[i] = a[j];
a[j] = tmp;
}
private void swap (int[] a, int i, int j) {
int tmp = a[i];
a[i] = a[j];
a[j] = tmp;
}
private void aExch (int ai, int aj) {
int bi = ab[ai];
int bj = ab[aj];
swap (a, ai, aj);
swap (ab, ai, aj);
swap (ba, bi, bj);
}
private void bExch (int bi, int bj) {
int ai = ba[bi];
int aj = ba[bj];
swap (b, bi, bj);
swap (ab, ai, aj);
swap (ba, bi, bj);
}
private void showHeap () {
StdOut.print ("a: ");
for (int i = 1; i <= N; i++)
StdOut.print (a[i] + " ");
StdOut.println ();
StdOut.print ("b: ");
for (int i = 1; i <= N; i++)
StdOut.print (b[i] + " ");
StdOut.println ();
/*
* StdOut.print ("ab: "); for (int i = 1; i <= N; i++) StdOut.print
* (ab[i] + " "); StdOut.println (); StdOut.print ("ba: "); for (int i =
* 1; i <= N; i++) StdOut.print (ba[i] + " "); StdOut.println ();
*/
}
private void check () {
for (int i = 1; i <= N; i++) {
// a and b have the same data, mapped by ab and ba
assert a[i] == b[ab[i]];
assert b[i] == a[ba[i]];
// ab and ba are inverses
assert i == ab[ba[i]];
assert i == ba[ab[i]];
}
}
private boolean isMinMaxHeap () {
check ();
return isMaxHeap (1) && isMinHeap (1);
}
private boolean isMaxHeap (int k) {
if (k > N) return true;
int left = 2 * k, right = 2 * k + 1;
if (left <= N && bLess (k, left)) { StdOut.format ("Not a max heap k=%d left=%d\n", k, left); showHeap(); return false; }
if (right <= N && bLess (k, right)) { StdOut.format ("Not a max heap k=%d right=%d\n", k, right); showHeap(); return false; }
return isMaxHeap (left) && isMaxHeap (right);
}
private boolean isMinHeap (int k) {
if (k > N) return true;
int left = 2 * k, right = 2 * k + 1;
//StdOut.format ("checkmin: %s %s %s\n", a[k], a[left], a[right]);
if (left <= N && aGreater (k, left)) { StdOut.format ("Not a min heap k=%d left=%d\n", k, left); showHeap(); return false; }
if (right <= N && aGreater (k, right)) { StdOut.format ("Not a min heap k=%d right=%d\n", k, right); showHeap(); return false; }
return isMinHeap (left) && isMinHeap (right);
}
/* *********************************************************************
* Iterator
**********************************************************************/
/**
* Return an iterator that iterates over all of the keys on the priority
* queue in ascending order.
* <p>
* The iterator doesn't implement {@code remove()} since it's optional.
*/
public Iterator<K> iterator () { return new HeapIterator (); }
private class HeapIterator implements Iterator<K> {
// create a new pq
private MyMinMaxPQ<K> copy;
// add all items to copy of heap
// takes linear time since already in heap order so no keys move
public HeapIterator () {
copy = new MyMinMaxPQ<> (size ());
for (int i = 1; i <= N; i++)
copy.insert (a[i]);
}
public boolean hasNext () { return !copy.isEmpty (); }
public void remove () { throw new UnsupportedOperationException (); }
public K next () {
if (!hasNext ()) throw new NoSuchElementException ();
return copy.delMin ();
}
}
/**
* A test client.
*/
private static int randomValue () { return StdRandom.uniform (100); }
private static MyMinMaxPQ<Integer> randomPQ (int maxSize) {
int minCapacity = 5;
int capacity = StdRandom.uniform(maxSize)+minCapacity;
MyMinMaxPQ<Integer> pq = new MyMinMaxPQ<> (capacity);
for (int i=StdRandom.uniform (capacity); i>0; i--)
pq.insert (randomValue());
return pq;
}
private static void randomOps (MyMinMaxPQ<Integer> pq, int NUMOPS, boolean log) {
for (int i=NUMOPS; i>0; i--) {
switch (StdRandom.uniform (4)) {
case 0:
if (! pq.isEmpty()) {
int x = pq.delMin();
if (log) { StdOut.format ("delMin=%d\n", x); pq.showHeap(); }
}
break;
case 1:
if (! pq.isEmpty()) {
int x = pq.delMax();
if (log) { StdOut.format ("delMax=%d\n", x); pq.showHeap(); }
}
break;
default:
if (! pq.isFull()) {
int x = randomValue();
pq.insert(x);
if (log) { StdOut.format ("insert=%d\n", x); pq.showHeap(); }
}
break;
}
}
}
private static void randomEmpty (MyMinMaxPQ<Integer> pq, boolean log) {
while (! pq.isEmpty ())
switch (StdRandom.uniform (2)) {
case 0:
if (! pq.isEmpty()) {
int x = pq.delMin();
if (log) { StdOut.format ("delMin=%d\n", x); pq.showHeap(); }
}
break;
case 1:
if (! pq.isEmpty()) {
int x = pq.delMax();
if (log) { StdOut.format ("delMax=%d\n", x); pq.showHeap(); }
}
break;
}
}
private static boolean assertionsAreOn () {
StdOut.println ("ASSERTIONS ARE ON!");
return true;
}
public static void main (String[] args) {
StdRandom.setSeed (0);
for (int i=100; i>0; i--) {
MyMinMaxPQ<Integer> pq = randomPQ (10);
randomOps (pq, 10, true);
randomEmpty (pq, true);
}
for (int i=100; i>0; i--) {
MyMinMaxPQ<Integer> pq = randomPQ (1000);
randomOps (pq, 10000, false);
randomEmpty (pq, false);
}
StdOut.println ("If you don't see a statement below saying that assertions are on, then they are not on.");
StdOut.println ("That means that you have not really tested anything!");
StdOut.println ("You must enable assertions!");
StdOut.println ("To enable assertions, see the instructions at the top of this .java file.");
assert assertionsAreOn();
//MyMinMaxPQ<Integer> pq = new MyMinMaxPQ<> (100);
//StdIn.fromString ("10 20 30 40 50 + - + 05 25 35 - + - 70 80 05 + - - + "); // This is not a very good test
//StdIn.fromString ("10 20 40 50 30 + 70 60 - 30 - 50 20 +"); // This is a good test
//while (!StdIn.isEmpty ()) {
// pq.showHeap ();
// String item = StdIn.readString ();
// if (item.equals ("-")) StdOut.println ("min: " + pq.delMin ());
// else if (item.equals ("+")) StdOut.println ("max: " + pq.delMax ());
// else pq.insert (Integer.parseInt (item));
//}
//StdOut.println ("(" + pq.size () + " left on pq)");
}
}
|