private void onXValueChange(double oldValue, double newValue, CachedPerson person) {
Double yVal = (Double) person.getData(yDataKey);
int oldBucketIndex = xDataDiscr.index(oldValue);
double hValue1 = changeBucketContent(oldBucketIndex, yVal, false);
int newBucketIndex = xDataDiscr.index(newValue);
double hValue2 = changeBucketContent(newBucketIndex, yVal, true);
hamiltonianValue += (hValue1 + hValue2);
}
@Override
public void onChange(Object dataKey, Object oldValue, Object newValue, CachedElement person) {
if (this.dataKey == null) this.dataKey = Converters.getObjectKey(attrKey);
if (this.dataKey.equals(dataKey)) {
int bucket = discretizer.index((Double) oldValue);
double diff1 = changeBucketContent(bucket, -1);
bucket = discretizer.index((Double) newValue);
double diff2 = changeBucketContent(bucket, 1);
hamiltonianValue += (diff1 + diff2) / normFactor;
}
}
private void calculateBuckets(
Set<? extends Person> persons,
DynamicDoubleArray sums,
DynamicIntArray counts,
String xAttrKey,
String yAttrKey) {
TIntDoubleHashMap sumBuckets = new TIntDoubleHashMap();
TIntIntHashMap countBuckets = new TIntIntHashMap();
for (Person person : persons) {
String xValStr = person.getAttribute(xAttrKey);
String yValStr = person.getAttribute(yAttrKey);
if (xValStr != null && yValStr != null) {
double xVal = Double.parseDouble(xValStr);
double yVal = Double.parseDouble(yValStr);
int bucketIdx = xDataDiscr.index(xVal);
sumBuckets.adjustOrPutValue(bucketIdx, yVal, yVal);
countBuckets.adjustOrPutValue(bucketIdx, 1, 1);
}
}
TIntDoubleIterator it = sumBuckets.iterator();
for (int i = 0; i < sumBuckets.size(); i++) {
it.advance();
int bucketIndex = it.key();
double sum = it.value();
int cnt = countBuckets.get(bucketIndex);
sums.set(bucketIndex, sum);
counts.set(bucketIndex, cnt);
}
}
private void onYValueChange(double oldValue, double newValue, CachedPerson person) {
Double xVal = (Double) person.getData(xDataKey);
int bucketIndex = xDataDiscr.index(xVal);
double oldDiff = calculateDiff(bucketIndex);
double delta = newValue - oldValue;
double sum = bucketSums.get(bucketIndex);
bucketSums.set(bucketIndex, sum + delta);
double newDiff = calculateDiff(bucketIndex);
hamiltonianValue += newDiff - oldDiff;
}
private DynamicIntArray initHistogram(Set<? extends Attributable> elements, String key) {
DynamicIntArray array = new DynamicIntArray(12, 0);
for (Attributable element : elements) {
String strVal = element.getAttribute(key);
if (strVal != null) {
double value = Double.parseDouble(strVal);
int bucket = discretizer.index(value);
array.set(bucket, array.get(bucket) + 1);
}
}
return array;
}
