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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,181 @@ | ||
| /* | ||
| * Copyright 2009-2017 Tilmann Zaeschke. All rights reserved. | ||
| * | ||
| * This file is part of TinSpin. | ||
| * | ||
| * Licensed 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.tinspin.index.kdtree; | ||
|
|
||
| import org.junit.Test; | ||
| import org.tinspin.index.IndexConfig; | ||
|
|
||
| import java.util.ArrayList; | ||
| import java.util.Arrays; | ||
| import java.util.List; | ||
| import java.util.Random; | ||
|
|
||
| import static org.junit.Assert.*; | ||
| import static org.tinspin.index.Index.PointIterator; | ||
| import static org.tinspin.index.Index.PointIteratorKnn; | ||
|
|
||
| public class KDTreeConfigTest { | ||
|
|
||
| private static final int N_DUP = 4; | ||
| private static final int BOUND = 100; | ||
|
|
||
| private List<Entry> createInt(long seed, int n, int dim) { | ||
| List<Entry> data = new ArrayList<>(n); | ||
| Random R = new Random(seed); | ||
| for (int i = 0; i < n; i += N_DUP) { | ||
| Entry e = new Entry(dim, i); | ||
| data.add(e); | ||
| Arrays.setAll(e.p, (x) -> R.nextInt(BOUND)); | ||
| for (int i2 = 1; i2 < N_DUP; ++i2) { | ||
| Entry e2 = new Entry(dim, i + i2); | ||
| data.add(e2); | ||
| System.arraycopy(e.p, 0, e2.p, 0, e.p.length); | ||
| } | ||
| } | ||
| return data; | ||
| } | ||
|
|
||
| @Test | ||
| public void smokeTest2D() { | ||
| smokeTest(createInt(0, 100_000, 2)); | ||
| } | ||
|
|
||
| @Test | ||
| public void smokeTest3D() { | ||
| smokeTest(createInt(0, 10_000, 3)); | ||
| } | ||
|
|
||
| @Test | ||
| public void testDefensiveCopyingDefault() { | ||
| IndexConfig config = IndexConfig.create(42); | ||
| assertEquals(42, config.getDimensions()); | ||
| assertTrue(config.getDefensiveKeyCopy()); | ||
| config.setDefensiveKeyCopy(false); | ||
| assertFalse(config.getDefensiveKeyCopy()); | ||
| } | ||
|
|
||
| @Test | ||
| public void testDefensiveCopyingFalse() { | ||
| IndexConfig config = IndexConfig.create(3).setDefensiveKeyCopy(false); | ||
| KDTree<Entry> tree = KDTree.create(config); | ||
|
|
||
| double[] point = new double[]{1, 2, 3}; | ||
| double[] pointOriginal = point.clone(); | ||
| Entry e = new Entry(point, 42); | ||
| tree.insert(point, e); | ||
|
|
||
| // Never do this! We just verify that the key is not copied. | ||
| point[1] = 15; | ||
| assertTrue(tree.contains(point)); | ||
| assertFalse(tree.contains(pointOriginal)); | ||
| } | ||
|
|
||
| @Test | ||
| public void testDefensiveCopyingTrue() { | ||
| IndexConfig config = IndexConfig.create(3).setDefensiveKeyCopy(true); | ||
| KDTree<Entry> tree = KDTree.create(config); | ||
|
|
||
| double[] point = new double[]{1, 2, 3}; | ||
| double[] pointOriginal = point.clone(); | ||
| Entry e = new Entry(point, 42); | ||
| tree.insert(point, e); | ||
|
|
||
| // Never do this! We just verify that the key is not copied. | ||
| point[1] = 15; | ||
| assertFalse(tree.contains(point)); | ||
| assertTrue(tree.contains(pointOriginal)); | ||
| } | ||
|
|
||
| private void smokeTest(List<Entry> data) { | ||
| int dim = data.get(0).p.length; | ||
| IndexConfig config = IndexConfig.create(dim).setDefensiveKeyCopy(false); | ||
| KDTree<Entry> tree = KDTree.create(config); | ||
| for (Entry e : data) { | ||
| tree.insert(e.p, e); | ||
| } | ||
| // System.out.println(tree.toStringTree()); | ||
| for (Entry e : data) { | ||
| if (!tree.contains(e.p)) { | ||
| throw new IllegalStateException(Arrays.toString(e.p)); | ||
| } | ||
| } | ||
|
|
||
| for (Entry e : data) { | ||
| // System.out.println("kNN query: " + e); | ||
| PointIteratorKnn<Entry> iter = tree.queryKnn(e.p, N_DUP); | ||
| if (!iter.hasNext()) { | ||
| throw new IllegalStateException("kNN() failed: " + Arrays.toString(e.p)); | ||
| } | ||
| Entry answer = iter.next().value(); | ||
| if (answer.p != e.p && !Arrays.equals(answer.p, e.p)) { | ||
| throw new IllegalStateException("Expected " + Arrays.toString(e.p) + " but got " + Arrays.toString(answer.p)); | ||
| } | ||
| } | ||
|
|
||
| for (Entry e : data) { | ||
| // System.out.println("query: " + Arrays.toString(e.p)); | ||
| PointIterator<Entry> iter = tree.query(e.p, e.p); | ||
| if (!iter.hasNext()) { | ||
| throw new IllegalStateException("query() failed: " + Arrays.toString(e.p)); | ||
| } | ||
| for (int i = 0; i < N_DUP; ++i) { | ||
| // System.out.println(" found: " + i + " " + e); | ||
| Entry answer = iter.next().value(); | ||
| if (!Arrays.equals(answer.p, e.p)) { | ||
| throw new IllegalStateException("Expected " + e + " but got " + answer); | ||
| } | ||
| } | ||
| } | ||
|
|
||
| for (Entry e : data) { | ||
| // System.out.println(tree.toStringTree()); | ||
| // System.out.println("Removing: " + Arrays.toString(key)); | ||
| if (!tree.contains(e.p)) { | ||
| throw new IllegalStateException("containsExact() failed: " + Arrays.toString(e.p)); | ||
| } | ||
| Entry answer = tree.remove(e.p); | ||
| if (answer.p != e.p && !Arrays.equals(answer.p, e.p)) { | ||
| throw new IllegalStateException("Expected " + Arrays.toString(e.p) + " but got " + Arrays.toString(answer.p)); | ||
| } | ||
| } | ||
| } | ||
|
|
||
| private static class Entry { | ||
| double[] p; | ||
| int id; | ||
|
|
||
| public Entry(int dim, int id) { | ||
| this.p = new double[dim]; | ||
| this.id = id; | ||
| } | ||
|
|
||
| public Entry(double[] key, int id) { | ||
| this.p = key; | ||
| this.id = id; | ||
| } | ||
|
|
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| boolean equals(Entry e) { | ||
| return id == e.id && Arrays.equals(p, e.p); | ||
| } | ||
|
|
||
| @Override | ||
| public String toString() { | ||
| return "id=" + id + ":" + Arrays.toString(p); | ||
| } | ||
| } | ||
| } |