import edu.princeton.cs.introcs.StdIn;
import edu.princeton.cs.introcs.StdOut;
/****************************************************************************
* Compilation: javac UF.java
* Execution: java UF < input.txt
* Dependencies: StdIn.java StdOut.java
* Data files: http://algs4.cs.princeton.edu/15uf/tinyUF.txt
* http://algs4.cs.princeton.edu/15uf/mediumUF.txt
* http://algs4.cs.princeton.edu/15uf/largeUF.txt
*
* Weighted quick-union by rank with path compression by halving.
*
* % java UF < tinyUF.txt
* 4 3
* 3 8
* 6 5
* 9 4
* 2 1
* 5 0
* 7 2
* 6 1
* 2 components
*
****************************************************************************/
/**
* The UF class represents a union-find data type
* (also known as the disjoint-sets data type ).
* It supports the union and find operations,
* along with a connected operation for determinig whether
* two sites in the same component and a count operation that
* returns the total number of components.
*
* The union-find data type models connectivity among a set of N
* sites, named 0 through N – 1.
* The is-connected-to relation must be an
* equivalence relation :
*
* - Reflexive : p is connected to p .
*
- Symmetric : If p is connected to q ,
* q is connected to p .
*
- Transitive : If p is connected to q
* and q is connected to r , then
* p is connected to r .
*
* An equivalence relation partitions the sites into
* equivalence classes (or components ). In this case,
* two sites are in the same component if and only if they are connected.
* Both sites and components are identified with integers between 0 and
* N – 1.
* Initially, there are N components, with each site in its
* own component. The component identifier of a component
* (also known as the root , canonical element , leader ,
* or set representative ) is one of the sites in the component:
* two sites have the same component identifier if and only if they are
* in the same component.
*
* - union ( p , q ) adds a
* connection between the two sites p and q .
* If p and q are in different components,
* then it replaces
* these two components with a new component that is the union of
* the two.
*
- find ( p ) returns the component
* identifier of the component containing p .
*
- connected ( p , q )
* returns true if both p and q
* are in the same component, and false otherwise.
*
- count () returns the number of components.
*
* The component identifier of a component can change
* only when the component itself changes during a call to
* union —it cannot change during a call
* to find , connected , or count .
*
* This implementation uses weighted quick union by rank with path compression
* by halving.
* Initializing a data structure with N sites takes linear time.
* Afterwards, the union , find , and connected
* operations take logarithmic time (in the worst case) and the
* count operation takes constant time.
* Moreover, the amortized time per union , find ,
* and connected operation has inverse Ackermann complexity.
* For alternate implementations of the same API, see
* {@link QuickUnionUF}, {@link QuickFindUF}, and {@link WeightedQuickUnionUF}.
*
*
* For additional documentation, see Section 1.5 of
* Algorithms, 4th Edition by Robert Sedgewick and Kevin Wayne.
*
* @author Robert Sedgewick
* @author Kevin Wayne
*/
public class UF {
private int[] id; // id[i] = parent of i
private byte[] rank; // rank[i] = rank of subtree rooted at i (cannot be more than 31)
private int count; // number of components
/**
* Initializes an empty union-find data structure with N
* isolated components 0 through N-1
* @throws java.lang.IllegalArgumentException if N < 0
* @param N the number of sites
*/
public UF(int N) {
if (N < 0) throw new IllegalArgumentException();
count = N;
id = new int[N];
rank = new byte[N];
for (int i = 0; i < N; i++) {
id[i] = i;
rank[i] = 0;
}
}
/**
* Returns the component identifier for the component containing site p .
* @param p the integer representing one object
* @return the component identifier for the component containing site p
* @throws java.lang.IndexOutOfBoundsException unless 0 ≤ p < N
*/
public int find(int p) {
if (p < 0 || p >= id.length) throw new IndexOutOfBoundsException();
while (p != id[p]) {
id[p] = id[id[p]]; // path compression by halving
p = id[p];
}
return p;
}
/**
* Returns the number of components.
* @return the number of components (between 1 and N )
*/
public int count() {
return count;
}
/**
* Are the two sites p and q in the same component?
* @param p the integer representing one site
* @param q the integer representing the other site
* @return true if the two sites p and q are in the same component; false otherwise
* @throws java.lang.IndexOutOfBoundsException unless
* both 0 ≤ p < N and 0 ≤ q < N
*/
public boolean connected(int p, int q) {
return find(p) == find(q);
}
/**
* Merges the component containing site p with the
* the component containing site q .
* @param p the integer representing one site
* @param q the integer representing the other site
* @throws java.lang.IndexOutOfBoundsException unless
* both 0 ≤ p < N and 0 ≤ q < N
*/
public void union(int p, int q) {
int i = find(p);
int j = find(q);
if (i == j) return;
// make root of smaller rank point to root of larger rank
if (rank[i] < rank[j]) id[i] = j;
else if (rank[i] > rank[j]) id[j] = i;
else {
id[j] = i;
rank[i]++;
}
count--;
}
/**
* Reads in a an integer N and a sequence of pairs of integers
* (between 0 and N-1 ) from standard input, where each integer
* in the pair represents some site;
* if the sites are in different components, merge the two components
* and print the pair to standard output.
*/
public static void main(String[] args) {
int N = StdIn.readInt();
UF uf = new UF(N);
while (!StdIn.isEmpty()) {
int p = StdIn.readInt();
int q = StdIn.readInt();
if (uf.connected(p, q)) continue;
uf.union(p, q);
StdOut.println(p + " " + q);
}
StdOut.println(uf.count() + " components");
}
}