@Override
protected double minDistObject(SpatialComparable mbr, NumberVector v) {
if (mbr.getDimensionality() != v.getDimensionality()) {
throw new IllegalArgumentException(
"Different dimensionality of objects\n "
+ "first argument: "
+ mbr.toString()
+ "\n "
+ "second argument: "
+ v.toString());
}
double agg = 0.;
for (int d = BitsUtil.nextSetBit(dimensions, 0);
d >= 0;
d = BitsUtil.nextSetBit(dimensions, d + 1)) {
final double value = v.doubleValue(d);
final double omin = mbr.getMin(d);
final double diff1 = omin - value;
if (diff1 > 0.) {
if (diff1 > agg) {
agg = diff1;
}
} else {
final double omax = mbr.getMax(d);
final double diff2 = value - omax;
if (diff2 > agg) {
agg = diff2;
}
}
}
return agg;
}
/**
* Constructor, cloning an existing spatial object.
*
* @param other Object to clone
*/
public HyperBoundingBox(SpatialComparable other) {
final int dim = other.getDimensionality();
this.min = new double[dim];
this.max = new double[dim];
for (int i = 0; i < dim; i++) {
this.min[i] = other.getMin(i);
this.max[i] = other.getMax(i);
}
}
@Override
public double minDist(SpatialComparable mbr1, SpatialComparable mbr2) {
if (mbr1.getDimensionality() != mbr2.getDimensionality()) {
throw new IllegalArgumentException(
"Different dimensionality of objects\n "
+ "first argument: "
+ mbr1.toString()
+ "\n "
+ "second argument: "
+ mbr2.toString());
}
double agg = 0.;
for (int d = BitsUtil.nextSetBit(dimensions, 0);
d >= 0;
d = BitsUtil.nextSetBit(dimensions, d + 1)) {
final double max1 = mbr1.getMax(d);
final double min2 = mbr2.getMin(d);
if (max1 < min2) {
double v = min2 - max1;
if (v > agg) {
agg = v;
}
} else {
final double min1 = mbr1.getMin(d);
final double max2 = mbr2.getMax(d);
double v = min1 - max2;
if (v > agg) {
agg = v;
}
}
}
return agg;
}
public static List<double[]> getCorners(SpatialComparable box) {
ArrayList<double[]> corners = new ArrayList<double[]>();
if (SpatialUtil.perimeter(box) == 0) {
corners.add(SpatialUtil.getMin(box));
return corners;
}
boolean[] current = new boolean[box.getDimensionality()];
int dim = box.getDimensionality();
for (int i = 0; i < Math.pow(2, dim); i++) {
double[] newCorner = new double[dim];
for (int j = 0; j < dim; j++) {
if (current[j]) newCorner[j] = box.getMin(j);
else newCorner[j] = box.getMax(j);
}
addOne(current);
corners.add(newCorner);
}
return corners;
}
@Override
public double minDist(SpatialComparable mbr1, SpatialComparable mbr2) {
if (dim >= mbr1.getDimensionality() || dim >= mbr2.getDimensionality() || dim < 0) {
throw new IllegalArgumentException(
"Specified dimension to be considered "
+ "is larger that dimensionality of FeatureVectors:"
+ "\n first argument: "
+ mbr1.toString()
+ "\n second argument: "
+ mbr2.toString()
+ "\n dimension: "
+ dim);
}
final double max1 = mbr1.getMax(dim), min2 = mbr2.getMin(dim);
if (max1 < min2) {
return min2 - max1;
}
final double min1 = mbr1.getMin(dim), max2 = mbr2.getMax(dim);
if (min1 > max2) {
return min1 - max2;
}
return 0;
}