| /* |
| * 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.ignite.ml.math.primitives.vector; |
| |
| import java.util.Arrays; |
| import java.util.Collection; |
| import org.apache.ignite.ml.math.primitives.vector.impl.DenseVector; |
| import org.junit.Test; |
| import org.junit.runner.RunWith; |
| import org.junit.runners.Parameterized; |
| |
| import static org.junit.Assert.assertEquals; |
| |
| /** */ |
| @RunWith(Parameterized.class) |
| public class VectorNormCasesTest { |
| /** |
| * Precision. |
| */ |
| private static final double PRECISION = 0.01; |
| |
| /** */ |
| @Parameterized.Parameters(name = "{0}") |
| public static Collection<TestData> data() { |
| return Arrays.asList( |
| new TestData( |
| new double[] {1.0, -1.0, 0.0}, |
| 1, |
| 2.0 |
| ), |
| new TestData( |
| new double[] {1.0, -1.0, 0.0}, |
| 2, |
| 1.41 |
| ), |
| new TestData( |
| new double[] {1.0, -1.0, 0.0}, |
| 3, |
| 1.25 |
| ), |
| new TestData( |
| new double[] {1.0, -1.0, 0.0}, |
| 4, |
| 1.18 |
| ), |
| new TestData( |
| new double[] {1.0, -1.0, 0.0}, |
| 5, |
| 1.14 |
| ) |
| ); |
| } |
| |
| /** */ |
| private final TestData testData; |
| |
| /** */ |
| public VectorNormCasesTest(TestData testData) { |
| this.testData = testData; |
| } |
| |
| /** */ |
| @Test |
| public void test() { |
| assertEquals( |
| testData.vector.kNorm(testData.p), |
| testData.expRes, |
| PRECISION |
| ); |
| } |
| |
| /** */ |
| private static class TestData { |
| /** */ |
| public final Vector vector; |
| |
| /** */ |
| public final Double p; |
| |
| /** */ |
| public final Double expRes; |
| |
| /** */ |
| private TestData(double[] vector, double p, double expRes) { |
| this.vector = new DenseVector(vector); |
| this.p = p; |
| this.expRes = expRes; |
| } |
| |
| /** {@inheritDoc} */ |
| @Override public String toString() { |
| return String.format("norm(%s, %s) = %s", |
| Arrays.toString(vector.asArray()), |
| p, |
| expRes |
| ); |
| } |
| } |
| } |