/*******************************************************************************
* Copyright 2014 Analog Devices, Inc.
*
* 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 com.analog.lyric.dimple.test.core.parameterizedMessages;
import static org.junit.Assert.*;
import org.junit.Test;
import com.analog.lyric.dimple.factorfunctions.Gamma;
import com.analog.lyric.dimple.model.values.Value;
import com.analog.lyric.dimple.solvers.core.parameterizedMessages.GammaParameters;
import com.analog.lyric.util.test.SerializationTester;
/**
*
* @since 0.06
* @author Christopher Barber
*/
public class TestGammaParameters extends TestParameterizedMessage
{
@Test
public void test()
{
GammaParameters msg = new GammaParameters();
assertInvariants(msg);
assertEquals(0.0, msg.getAlphaMinusOne(), 0.0);
assertEquals(0.0, msg.getBeta(), 0.0);
msg.setAlpha(3.5);
assertEquals(3.5, msg.getAlpha(), 0.0);
msg.setBeta(2.75);
assertEquals(2.75, msg.getBeta(), 0.0);
assertInvariants(msg);
msg.setAlphaMinusOne(2.0);
assertEquals(3.0, msg.getAlpha(), 0.0);
assertInvariants(msg);
msg.setNull();
assertEquals(0.0, msg.getAlphaMinusOne(), 0.0);
assertEquals(0.0, msg.getBeta(), 0.0);
Value value = Value.createReal(0.0);
for (int i = 0; i < 10; ++i)
{
value.setDouble(testRand.nextDouble());
assertEquals(0.0, msg.evalEnergy(value), 0.0);
}
msg.setUniform();
assertEquals(0.0, msg.getAlphaMinusOne(), 0.0);
assertEquals(0.0, msg.getBeta(), 0.0);
msg = new GammaParameters(3.0, 3.0);
assertEquals(3.0, msg.getAlphaMinusOne(), 0.0);
assertEquals(3.0, msg.getBeta(), 0.0);
assertInvariants(msg);
GammaParameters msg2 = new GammaParameters(4.0, 4.0);
assertFalse(msg.objectEquals(msg2));
// Values computed by hand in MATLAB
assertEquals(.02509966, msg.computeKLDivergence(msg2), 1e-7);
assertEquals(.02055160, msg2.computeKLDivergence(msg), 1e-7);
}
private void assertInvariants(GammaParameters msg)
{
assertGenericInvariants(msg);
assertEquals(msg.getAlpha() - 1, msg.getAlphaMinusOne(), 0.0);
GammaParameters msg2 = msg.clone();
assertNotSame(msg, msg2);
assertEquals(msg.getAlpha(), msg2.getAlpha(), 0.0);
assertEquals(msg.getBeta(), msg2.getBeta(), 0.0);
GammaParameters msg3 = SerializationTester.clone(msg);
assertEquals(msg.getAlpha(), msg3.getAlpha(), 0.0);
assertEquals(msg.getBeta(), msg3.getBeta(), 0.0);
if (msg.getBeta() > 0 )
{
Gamma function = new Gamma(msg.getAlpha(), msg.getBeta());
Value value = Value.createReal(-1);
assertEquals(Double.POSITIVE_INFINITY, msg.evalEnergy(value), 0.0);
for (int i = 0; i < 10; ++i)
{
value.setDouble(testRand.nextDouble());
assertEquals(function.evalEnergy(value), msg.evalEnergy(value) - msg.getNormalizationEnergy(), 1e-15);
}
}
}
}