/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.commons.math3.geometry.partitioning;
import java.util.ArrayList;
import java.util.List;
import org.apache.commons.math3.geometry.Point;
import org.apache.commons.math3.geometry.Space;
import org.apache.commons.math3.geometry.partitioning.Region.Location;
import org.apache.commons.math3.util.FastMath;
Local tree visitor to compute projection on boundary.
Type parameters: - <S> – Type of the space.
- <T> – Type of the sub-space.
Since: 3.3
/** Local tree visitor to compute projection on boundary.
* @param <S> Type of the space.
* @param <T> Type of the sub-space.
* @since 3.3
*/
class BoundaryProjector<S extends Space, T extends Space> implements BSPTreeVisitor<S> {
Original point. /** Original point. */
private final Point<S> original;
Current best projected point. /** Current best projected point. */
private Point<S> projected;
Leaf node closest to the test point. /** Leaf node closest to the test point. */
private BSPTree<S> leaf;
Current offset. /** Current offset. */
private double offset;
Simple constructor.
Params: - original – original point
/** Simple constructor.
* @param original original point
*/
BoundaryProjector(final Point<S> original) {
this.original = original;
this.projected = null;
this.leaf = null;
this.offset = Double.POSITIVE_INFINITY;
}
{@inheritDoc} /** {@inheritDoc} */
public Order visitOrder(final BSPTree<S> node) {
// we want to visit the tree so that the first encountered
// leaf is the one closest to the test point
if (node.getCut().getHyperplane().getOffset(original) <= 0) {
return Order.MINUS_SUB_PLUS;
} else {
return Order.PLUS_SUB_MINUS;
}
}
{@inheritDoc} /** {@inheritDoc} */
public void visitInternalNode(final BSPTree<S> node) {
// project the point on the cut sub-hyperplane
final Hyperplane<S> hyperplane = node.getCut().getHyperplane();
final double signedOffset = hyperplane.getOffset(original);
if (FastMath.abs(signedOffset) < offset) {
// project point
final Point<S> regular = hyperplane.project(original);
// get boundary parts
final List<Region<T>> boundaryParts = boundaryRegions(node);
// check if regular projection really belongs to the boundary
boolean regularFound = false;
for (final Region<T> part : boundaryParts) {
if (!regularFound && belongsToPart(regular, hyperplane, part)) {
// the projected point lies in the boundary
projected = regular;
offset = FastMath.abs(signedOffset);
regularFound = true;
}
}
if (!regularFound) {
// the regular projected point is not on boundary,
// so we have to check further if a singular point
// (i.e. a vertex in 2D case) is a possible projection
for (final Region<T> part : boundaryParts) {
final Point<S> spI = singularProjection(regular, hyperplane, part);
if (spI != null) {
final double distance = original.distance(spI);
if (distance < offset) {
projected = spI;
offset = distance;
}
}
}
}
}
}
{@inheritDoc} /** {@inheritDoc} */
public void visitLeafNode(final BSPTree<S> node) {
if (leaf == null) {
// this is the first leaf we visit,
// it is the closest one to the original point
leaf = node;
}
}
Get the projection.
Returns: projection
/** Get the projection.
* @return projection
*/
public BoundaryProjection<S> getProjection() {
// fix offset sign
offset = FastMath.copySign(offset, (Boolean) leaf.getAttribute() ? -1 : +1);
return new BoundaryProjection<S>(original, projected, offset);
}
Extract the regions of the boundary on an internal node.
Params: - node – internal node
Returns: regions in the node sub-hyperplane
/** Extract the regions of the boundary on an internal node.
* @param node internal node
* @return regions in the node sub-hyperplane
*/
private List<Region<T>> boundaryRegions(final BSPTree<S> node) {
final List<Region<T>> regions = new ArrayList<Region<T>>(2);
@SuppressWarnings("unchecked")
final BoundaryAttribute<S> ba = (BoundaryAttribute<S>) node.getAttribute();
addRegion(ba.getPlusInside(), regions);
addRegion(ba.getPlusOutside(), regions);
return regions;
}
Add a boundary region to a list.
Params: - sub – sub-hyperplane defining the region
- list – to fill up
/** Add a boundary region to a list.
* @param sub sub-hyperplane defining the region
* @param list to fill up
*/
private void addRegion(final SubHyperplane<S> sub, final List<Region<T>> list) {
if (sub != null) {
@SuppressWarnings("unchecked")
final Region<T> region = ((AbstractSubHyperplane<S, T>) sub).getRemainingRegion();
if (region != null) {
list.add(region);
}
}
}
Check if a projected point lies on a boundary part.
Params: - point – projected point to check
- hyperplane – hyperplane into which the point was projected
- part – boundary part
Returns: true if point lies on the boundary part
/** Check if a projected point lies on a boundary part.
* @param point projected point to check
* @param hyperplane hyperplane into which the point was projected
* @param part boundary part
* @return true if point lies on the boundary part
*/
private boolean belongsToPart(final Point<S> point, final Hyperplane<S> hyperplane,
final Region<T> part) {
// there is a non-null sub-space, we can dive into smaller dimensions
@SuppressWarnings("unchecked")
final Embedding<S, T> embedding = (Embedding<S, T>) hyperplane;
return part.checkPoint(embedding.toSubSpace(point)) != Location.OUTSIDE;
}
Get the projection to the closest boundary singular point.
Params: - point – projected point to check
- hyperplane – hyperplane into which the point was projected
- part – boundary part
Returns: projection to a singular point of boundary part (may be null)
/** Get the projection to the closest boundary singular point.
* @param point projected point to check
* @param hyperplane hyperplane into which the point was projected
* @param part boundary part
* @return projection to a singular point of boundary part (may be null)
*/
private Point<S> singularProjection(final Point<S> point, final Hyperplane<S> hyperplane,
final Region<T> part) {
// there is a non-null sub-space, we can dive into smaller dimensions
@SuppressWarnings("unchecked")
final Embedding<S, T> embedding = (Embedding<S, T>) hyperplane;
final BoundaryProjection<T> bp = part.projectToBoundary(embedding.toSubSpace(point));
// back to initial dimension
return (bp.getProjected() == null) ? null : embedding.toSpace(bp.getProjected());
}
}