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1   /*
2    * Licensed to the Apache Software Foundation (ASF) under one or more
3    * contributor license agreements.  See the NOTICE file distributed with
4    * this work for additional information regarding copyright ownership.
5    * The ASF licenses this file to You under the Apache License, Version 2.0
6    * (the "License"); you may not use this file except in compliance with
7    * the License.  You may obtain a copy of the License at
8    *
9    *      https://www.apache.org/licenses/LICENSE-2.0
10   *
11   * Unless required by applicable law or agreed to in writing, software
12   * distributed under the License is distributed on an "AS IS" BASIS,
13   * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
14   * See the License for the specific language governing permissions and
15   * limitations under the License.
16   */
17  
18  /*
19   * This is not the original file distributed by the Apache Software Foundation
20   * It has been modified by the Hipparchus project
21   */
22  package org.hipparchus.geometry.partitioning;
23  
24  import org.hipparchus.geometry.Point;
25  import org.hipparchus.geometry.Space;
26  
27  /** This interface defines mappers between a space and one of its sub-spaces.
28  
29   * <p>Sub-spaces are the lower dimensions subsets of a n-dimensions
30   * space. The (n-1)-dimension sub-spaces are specific sub-spaces known
31   * as {@link Hyperplane hyperplanes}. This interface can be used regardless
32   * of the dimensions differences. As an example, {@link
33   * org.hipparchus.geometry.euclidean.threed.Line Line} in 3D
34   * implements Embedding&lt; {@link
35   * org.hipparchus.geometry.euclidean.threed.Vector3D Vector3D}, {@link
36   * org.hipparchus.geometry.euclidean.oned.Vector1D Vector1D}&gt;, i.e. it
37   * maps directly dimensions 3 and 1.</p>
38  
39   * <p>In the 3D euclidean space, hyperplanes are 2D planes, and the 1D
40   * sub-spaces are lines.</p>
41  
42   * <p>
43   * Note that this interface is <em>not</em> intended to be implemented
44   * by Hipparchus users, it is only intended to be implemented
45   * within the library itself. New methods may be added even for minor
46   * versions, which breaks compatibility for external implementations.
47   * </p>
48  
49   * @param <S> Type of the embedding space.
50   * @param <T> Type of the embedded sub-space.
51  
52   * @see Hyperplane
53   */
54  public interface Embedding<S extends Space, T extends Space> {
55  
56      /** Transform a space point into a sub-space point.
57       * @param point n-dimension point of the space
58       * @return (n-1)-dimension point of the sub-space corresponding to
59       * the specified space point
60       * @see #toSpace
61       */
62      Point<T> toSubSpace(Point<S> point);
63  
64      /** Transform a sub-space point into a space point.
65       * @param point (n-1)-dimension point of the sub-space
66       * @return n-dimension point of the space corresponding to the
67       * specified sub-space point
68       * @see #toSubSpace
69       */
70      Point<S> toSpace(Point<T> point);
71  
72  }