I'm currently looking through two very large lists of Peak
Objects, by overriding the equals
method and looping through the two lists, comparing every peak to every other peak. Is there a more efficient way of doing this? My lists can be ~10,000 elements, which means up to 10000 * 10000 comparisons.
The code for my peak object:
public class Peak extends Object{
private final SimpleIntegerProperty peakStart;
private final SimpleIntegerProperty peakEnd;
private final SimpleIntegerProperty peakMaxima;
private final SimpleIntegerProperty peakHeight;
private final SimpleIntegerProperty peakWidth;
private final SimpleStringProperty rname;
public Peak(int peakStart, int peakEnd, int peakMaxima, int peakHeight, String rname) {
this.peakStart = new SimpleIntegerProperty(peakStart);
this.peakEnd = new SimpleIntegerProperty(peakEnd);
this.peakMaxima = new SimpleIntegerProperty(peakMaxima);
this.peakHeight = new SimpleIntegerProperty(peakHeight);
this.peakWidth = new SimpleIntegerProperty(peakEnd - peakStart);
this.rname = new SimpleStringProperty(rname);
}
public String getRname() {
return rname.get();
}
public SimpleStringProperty rnameProperty() {
return rname;
}
public int getPeakWidth() {
return peakWidth.get();
}
public int getPeakHeight() {
return peakHeight.get();
}
public int getPeakStart() {
return peakStart.get();
}
public int getPeakEnd() {
return peakEnd.get();
}
public int getPeakMaxima() {
return peakMaxima.get();
}
@Override
public String toString() {
return "Peak{" +
"peakStart= " + peakStart.get() +
", peakEnd= " + peakEnd.get() +
", peakHeight= " + peakHeight.get() +
", rname= " + rname.get() +
'}';
}
@Override
public boolean equals(Object o) {
if (this == o) return true;
if (o == null || getClass() != o.getClass()) return false;
Peak peak = (Peak) o;
if (!peakMaxima.equals(peak.peakMaxima)) return false;
return rname.equals(peak.rname);
}
@Override
public int hashCode() {
int result = peakMaxima.hashCode();
result = 31 * result + rname.hashCode();
return result;
}
}
And my loop for comparing the objects is here.
List<Peak> interestingPeaks = new ArrayList<>();
if(peakListOne != null && peakListTwo != null){
for(Peak peak : peakListOne){
for(Peak peak2 : peakListTwo){
if(peak.equals(peak2)){ //number one, check the rnames match
if((peak2.getPeakHeight() / peak.getPeakHeight() >= 9) || (peak.getPeakHeight() / peak2.getPeakHeight() >= 9)){
interestingPeaks.add(peak);
}
}
}
}
}
return interestingPeaks;
The code is basically matching the position of the maxima, and the rname
, which is just a String. Then appending the peak to the interestingPeaks
list if the height of one is a factor of 9x larger than the other.
Appreciate that if the two lists were sorted by maxima and name, you could simply make a single linear pass down both lists, and compare items side by side. If the two lists were in fact completely equal, then you would never find a pair from the two lists which were not equal.
List<Peak> p1;
List<Peak> p2;
p1.sort((p1, p2) -> {
int comp = Integer.compare(p1.getPeakMaxima(), p2.getPeakMaxima());
return comp != 0 ? comp : p1.getRname().compareTo(p2.getRname());
});
// and also sort the second list
Now we can just walk down both lists and check for a comparison failure:
for (int i=0; i < p1.size(); ++i) {
if (!p1.get(i).equals(p2.get(i))) {
System.out.println("peaks are not equal");
break;
}
}
This reduces an O(N^2)
operation to one which is O(N*lgN)
, which is the penalty for doing both sorts (the final walk down the list is O(N)
, and would be negligible with either approach).
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