public void CreateInstancesReadsInstancesCorrectly()
{
AcLibUtilsTest.WriteFile(new[] { "330 ba", "2147483648 foo/bar" }, AcLibUtilsTest.InstanceSpecificationFile);
var instances = AcLibUtils.CreateInstances(AcLibUtilsTest.InstanceSpecificationFile);
Assert.Equal(2, instances.Count);
Assert.Equal("ba", instances[0].Path);
Assert.Equal(330, instances[0].Seed);
Assert.Equal("foo/bar", instances[1].Path);
Assert.Equal(int.MinValue, instances[1].Seed);
}
/// <summary>
/// Initializes a new instance of the <see cref="ParameterConfigurationSpaceGenomeBuilderTest"/> class.
/// </summary>
public ParameterConfigurationSpaceGenomeBuilderTest()
{
this._parameterSpecification = ParameterConfigurationSpaceGenomeBuilderTest.CreateParameterConfigurationSpaceSpecification();
this._parameterTree = AcLibUtils.CreateParameterTree(this._parameterSpecification);
this._genomeBuilder = new ParameterConfigurationSpaceGenomeBuilder(
this._parameterTree,
this._parameterSpecification,
this._configuration);
Randomizer.Reset();
Randomizer.Configure();
}
public void MakeGenomeValidOnlyChangesRelevantParameters()
{
// Create a specification with several parameters.
var parameters = new List <IParameterNode>
{
new ValueNode <int>("a", new IntegerDomain(-2, 4)),
new ValueNode <int>("Forbidden", new IntegerDomain(-30, 60)),
new ValueNode <int>("c", new IntegerDomain(-2, 4)),
};
var forbiddenValue = new Dictionary <string, IAllele> {
{ "Forbidden", new Allele <int>(0) }
};
var inactiveForbiddenValue = new Dictionary <string, IAllele> {
{ "a", new Allele <int>(2) }
};
var forbiddenCombinations = new List <ForbiddenParameterCombination>
{
new ForbiddenParameterCombination(inactiveForbiddenValue),
new ForbiddenParameterCombination(forbiddenValue),
};
var multipleParameterSpecification = new ParameterConfigurationSpaceSpecification(
parameters,
new Dictionary <string, List <EqualsCondition> >(),
forbiddenCombinations);
this._genomeBuilder = new ParameterConfigurationSpaceGenomeBuilder(
AcLibUtils.CreateParameterTree(multipleParameterSpecification),
multipleParameterSpecification,
this._configuration);
// Several times:
int numberTests = 20;
for (int i = 0; i < numberTests; i++)
{
// Create an invalid genome.
var genome = new Genome();
genome.SetGene("a", new Allele <int>(-1));
genome.SetGene("Forbidden", new Allele <int>(0));
genome.SetGene("c", new Allele <int>(2));
// Repair it.
this._genomeBuilder.MakeGenomeValid(genome);
// Check it is repaired with only the forbidden value changed.
Assert.NotEqual(
0,
genome.GetGeneValue("Forbidden").GetValue());
Assert.Equal(-1, genome.GetGeneValue("a").GetValue());
Assert.Equal(2, genome.GetGeneValue("c").GetValue());
}
}
public void MakeGenomeValidCanHandleMultipleIssues()
{
// Create a specification with dependent rules.
var parameters = new List <IParameterNode>
{
new ValueNode <int>("a", new IntegerDomain(-2, 4)),
new ValueNode <int>("Forbidden", new CategoricalDomain <int>(new List <int> {
6, 89
})),
new ValueNode <int>("c", new IntegerDomain(-2, 4)),
};
var forbiddenValue = new Dictionary <string, IAllele> {
{ "Forbidden", new Allele <int>(6) }
};
var dependentRule = new Dictionary <string, IAllele> {
{ "a", new Allele <int>(2) }, { "Forbidden", new Allele <int>(89) }
};
var forbiddenCombinations = new List <ForbiddenParameterCombination>
{
new ForbiddenParameterCombination(dependentRule),
new ForbiddenParameterCombination(forbiddenValue),
};
var multipleParameterSpecification = new ParameterConfigurationSpaceSpecification(
parameters,
new Dictionary <string, List <EqualsCondition> >(),
forbiddenCombinations);
this._genomeBuilder = new ParameterConfigurationSpaceGenomeBuilder(
AcLibUtils.CreateParameterTree(multipleParameterSpecification),
multipleParameterSpecification,
this._configuration);
// Create an genome which is invalid and needs at least two mutations to get valid.
var genome = new Genome();
genome.SetGene("a", new Allele <int>(2));
genome.SetGene("Forbidden", new Allele <int>(6));
genome.SetGene("c", new Allele <int>(-1));
this._genomeBuilder.MakeGenomeValid(genome);
Assert.Equal(89, genome.GetGeneValue("Forbidden").GetValue());
Assert.NotEqual(2, genome.GetGeneValue("a").GetValue());
Assert.Equal(-1, genome.GetGeneValue("c").GetValue());
}
public void MakeGenomeValidThrowsForImpossibleTasks()
{
// Create a specification in which every value is forbidden.
var parameters = new List <IParameterNode>
{
new ValueNode <int>("a", new CategoricalDomain <int>(new List <int> {
7, -12
}))
};
var forbiddenValue = new Dictionary <string, IAllele> {
{ "a", new Allele <int>(7) }
};
var secondForbidden = new Dictionary <string, IAllele> {
{ "a", new Allele <int>(-12) }
};
var forbiddenCombinations = new List <ForbiddenParameterCombination>
{
new ForbiddenParameterCombination(forbiddenValue),
new ForbiddenParameterCombination(secondForbidden),
};
var impossibleSpecification = new ParameterConfigurationSpaceSpecification(
parameters,
new Dictionary <string, List <EqualsCondition> >(),
forbiddenCombinations);
this._genomeBuilder = new ParameterConfigurationSpaceGenomeBuilder(
AcLibUtils.CreateParameterTree(impossibleSpecification),
impossibleSpecification,
this._configuration);
// Try to repair a genome.
var genome = new Genome();
genome.SetGene("a", new Allele <int>(7));
Assert.Throws <TimeoutException>(() => this._genomeBuilder.MakeGenomeValid(genome));
}
public void CreateParameterTreeCreatesFlatTree()
{
var parameters = new List <IParameterNode>
{
new ValueNode <string>("a", new CategoricalDomain <string>(new List <string> {
"0", "1"
})),
new ValueNode <int>("b", new DiscreteLogDomain(1, 1024)),
new ValueNode <double>("c", new ContinuousDomain(-1.02, 2.6)),
};
var specification = new ParameterConfigurationSpaceSpecification(
parameters,
new Dictionary <string, List <EqualsCondition> >(),
new List <ForbiddenParameterCombination>());
var tree = AcLibUtils.CreateParameterTree(specification);
Assert.Equal(3, tree.GetParameters().Count());
foreach (var parameter in parameters)
{
Assert.True(
tree.Root.Children.Contains(parameter),
$"{parameter} was not placed directly below the parameter tree root.");
}
}
public void CreateParameterTreeThrowsForMissingSpecification()
{
Assert.Throws <ArgumentNullException>(() => AcLibUtils.CreateParameterTree(parameterConfiguration: null));
}
public void CreateInstancesThrowsForNegativeSeed()
{
AcLibUtilsTest.WriteFile(new[] { "0 a", "-1 b" }, AcLibUtilsTest.InstanceSpecificationFile);
Assert.Throws <OverflowException>(() => AcLibUtils.CreateInstances(AcLibUtilsTest.InstanceSpecificationFile));
}
public void CreateInstancesThrowsForWrongSeedFormat()
{
AcLibUtilsTest.WriteFile(new[] { "0 a", "4f b" }, AcLibUtilsTest.InstanceSpecificationFile);
Assert.Throws <FormatException>(() => AcLibUtils.CreateInstances(AcLibUtilsTest.InstanceSpecificationFile));
}
public void CreateInstancesThrowsForTooMuchInformation()
{
AcLibUtilsTest.WriteFile(new[] { "0 a", "330 b x" }, AcLibUtilsTest.InstanceSpecificationFile);
Assert.Throws <ArgumentException>(() => AcLibUtils.CreateInstances(AcLibUtilsTest.InstanceSpecificationFile));
}
public void CreateInstancesThrowsForMissingInstanceFile()
{
Assert.Throws <FileNotFoundException>(() => AcLibUtils.CreateInstances(AcLibUtilsTest.InstanceSpecificationFile));
}
