/*
* 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.flink.graph.library.metric.directed;
import org.apache.commons.math3.util.CombinatoricsUtils;
import org.apache.flink.graph.asm.AsmTestBase;
import org.apache.flink.graph.library.metric.directed.VertexMetrics.Result;
import org.apache.flink.types.IntValue;
import org.apache.flink.types.LongValue;
import org.apache.flink.types.NullValue;
import org.junit.Test;
import static org.junit.Assert.assertEquals;
public class VertexMetricsTest
extends AsmTestBase {
@Test
public void testWithSimpleGraph()
throws Exception {
Result expectedResult = new Result(6, 7, 0, 13, 4, 2, 3, 6);
Result vertexMetrics = new VertexMetrics<IntValue, NullValue, NullValue>()
.run(directedSimpleGraph)
.execute();
assertEquals(expectedResult, vertexMetrics);
}
@Test
public void testWithCompleteGraph()
throws Exception {
long expectedDegree = completeGraphVertexCount - 1;
long expectedBidirectionalEdges = completeGraphVertexCount * expectedDegree / 2;
long expectedMaximumTriplets = CombinatoricsUtils.binomialCoefficient((int)expectedDegree, 2);
long expectedTriplets = completeGraphVertexCount * expectedMaximumTriplets;
Result expectedResult = new Result(completeGraphVertexCount, 0, expectedBidirectionalEdges,
expectedTriplets, expectedDegree, expectedDegree, expectedDegree, expectedMaximumTriplets);
Result vertexMetrics = new VertexMetrics<LongValue, NullValue, NullValue>()
.run(completeGraph)
.execute();
assertEquals(expectedResult, vertexMetrics);
assertEquals(expectedDegree, vertexMetrics.getAverageDegree(), ACCURACY);
assertEquals(1.0f, vertexMetrics.getDensity(), ACCURACY);
}
@Test
public void testWithEmptyGraph()
throws Exception {
Result expectedResult;
expectedResult = new Result(0, 0, 0, 0, 0, 0, 0, 0);
Result withoutZeroDegreeVertices = new VertexMetrics<LongValue, NullValue, NullValue>()
.setIncludeZeroDegreeVertices(false)
.run(emptyGraph)
.execute();
assertEquals(expectedResult, withoutZeroDegreeVertices);
assertEquals(Float.NaN, withoutZeroDegreeVertices.getAverageDegree(), ACCURACY);
assertEquals(Float.NaN, withoutZeroDegreeVertices.getDensity(), ACCURACY);
expectedResult = new Result(3, 0, 0, 0, 0, 0, 0, 0);
Result withZeroDegreeVertices = new VertexMetrics<LongValue, NullValue, NullValue>()
.setIncludeZeroDegreeVertices(true)
.run(emptyGraph)
.execute();
assertEquals(expectedResult, withZeroDegreeVertices);
assertEquals(0.0f, withZeroDegreeVertices.getAverageDegree(), ACCURACY);
assertEquals(0.0f, withZeroDegreeVertices.getDensity(), ACCURACY);
}
@Test
public void testWithRMatGraph()
throws Exception {
Result expectedResult = new Result(902, 8875, 1567, 1003442, 463, 334, 342, 106953);
Result withoutZeroDegreeVertices = new VertexMetrics<LongValue, NullValue, NullValue>()
.run(directedRMatGraph(10, 16))
.execute();
assertEquals(expectedResult, withoutZeroDegreeVertices);
}
}