TLDR at bottom
I've been assigned a programming project at school to build a percolation model and i've come across an issue which has given me quite some confusion. First off, we were supposed to build an api to run a percolation simulation
public class Percolation{
private int grid[][];
public int size;
QuickFindUF unionFind;
//WeightedQuickUnionUF unionFind;
public Percolation(int n)
{
if(n<1){
throw new IllegalArgumentException ("grid must be larger than 0");
}
grid=new int[n][n];
size=n;
unionFind=new QuickFindUF(size*size);
//unionFind=new WeightedQuickUnionUF(size*size);
//initially set all to blocked
for(int i=0;i<n;i++)
{
for(int j=0;j<n;j++)
{
grid[i][j]=1;
}
}
}
public void open(int x, int y)
{
grid[x][y]=0;
//Check below to see if you can
//if you are not on the bottom row
if(y>0)
{
if(grid[x][y]==0 && grid[x][y-1]==0){unionFind.union(x+y*size,x+(y-1)*size);}
}
//check to see to the right (x->)
if(x<size-1){
if(grid[x][y]==0 && grid[x+1][y]==0){unionFind.union(x+y*size,x+1+y*size);}
}
//check if can union to the left
if(x>0)
{
if(grid[x][y]==0 && grid[x-1][y]==0){unionFind.union(x+y*size,x-1+y*size);}
}
//check for above
if(y<size-1){
if(grid[x][y]==0 && grid[x][y+1]==0){unionFind.union(x+y*size,x+(y+1)*size);}
}
}
public boolean isOpen(int x, int y)
{
if(x>=size || y>=size){return false;}
if(grid[x][y]==0){return true;}
return false;
}
public boolean isFull(int x, int y)
{
if(x>=size || y>=size){return false;}//if input is out of bounds
for(int i=0;i<size;i++){
if(unionFind.connected(x+y*size,i+((size-1)*size)))
return true;
}
return false;
}
public boolean percolates()
{
for(int i=0;i<size;i++){
for(int j=0;j<size;j++){
if(unionFind.connected(i,(size-1)*size+j)){
//System.out.println(i+" "+((size-1)*size+j));
return true;
}
}
}
return false;
}
}
Now, the book kindly provides the quickfindUF and WeightedQuickUnionUF . All the classmates i've talked to have gotten the expected results when timing with a PercolationStats class which we've been instructed to make but my results very greatly. Here's the class
class PercolationStats{
private Percolation perc;
private double[] array;
private int expCount;
public PercolationStats(int gridSize, int numOfExperiments){
if(gridSize <= 0 || numOfExperiments <=0)
throw new IllegalArgumentException("gridSize and numOfExperiments needs to be more than 0");
array=new double[numOfExperiments];
expCount=numOfExperiments;
for(int i=0;i<numOfExperiments;i++){
perc=new Percolation(gridSize);
int count=0;
while(!perc.percolates()){
int x=StdRandom.uniform(gridSize),y=StdRandom.uniform(gridSize);
if(!perc.isOpen(x,y)){
perc.open(x,y);
count++;
}
}
array[i]=(double) count/(gridSize*gridSize);
}
}
public double mean(){
return StdStats.mean(array);
}
public double stddev(){
return StdStats.stddev(array);
}
public double confidenceLo(){
return mean() - ((1.96 * stddev()) / Math.sqrt(expCount));
}
public double confidenceHi(){
return mean()+((1.96 * stddev()) / Math.sqrt(expCount));
}
public static void main(String[] args){
Stopwatch timer=new Stopwatch();
PercolationStats percStats=new PercolationStats(200,100);
System.out.println("mean: "+ percStats.mean() +"stddev: "+percStats.stddev()+" confidence Lo: "+percStats.confidenceLo()+" confidence hi: "+percStats.confidenceHi());
System.out.println(timer.elapsedTime());
percStats=new PercolationStats(200,100);
System.out.println("mean: "+ percStats.mean() +"stddev: "+percStats.stddev()+" confidence Lo: "+percStats.confidenceLo()+" confidence hi: "+percStats.confidenceHi());
percStats=new PercolationStats(2,100000);
System.out.println("mean: "+ percStats.mean() +"stddev: "+percStats.stddev()+" confidence Lo: "+percStats.confidenceLo()+" confidence hi: "+percStats.confidenceHi());
}
}
When I run this with the QuickFindUF, at percStats(200,100), it takes me about 7 seconds, and if I run it at the same 200,100 with WeightedQuickUnionUF, It takes about 50+ seconds?? I was quite certain that the weighted quick union was supposed to be faster, and it's not just a matter of getting unlucky with my horrendous worst case random number generator. I ran it quite a few times and still the results were about the same and I've been staring here at the code for quite a while and can't figure out why my code is so wrong..
TLDR
Correct results, incorrect timing. Slower api is faster for some reason and I can't figure out why. QuickFindUF faster than WeightedQuickUnionUF. (about 7-8 times faster). What am I doing wrong?
Haha I'm dumb. I saw online that others were using a virtual top so I added one and now it works fine :P
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