private static ParameterSet ConvertToParameterSet(TlcModule.SweepableParamAttribute[] hps,
RecipeInference.SuggestedRecipe.SuggestedLearner learner)
{
if (learner.PipelineNode.HyperSweeperParamSet != null)
{
return(learner.PipelineNode.HyperSweeperParamSet);
}
var paramValues = new IParameterValue[hps.Length];
if (hps.Any(p => p.RawValue == null))
{
PopulateSweepableParams(learner);
}
for (int i = 0; i < hps.Length; i++)
{
Contracts.CheckValue(hps[i].RawValue, nameof(TlcModule.SweepableParamAttribute.RawValue));
switch (hps[i])
{
case TlcModule.SweepableDiscreteParamAttribute dp:
var learnerVal =
learner.PipelineNode.GetPropertyValueByName(dp.Name, (IComparable)dp.Options[0]);
var optionIndex = (int)(dp.RawValue ?? dp.IndexOf(learnerVal));
paramValues[i] = new StringParameterValue(dp.Name, dp.Options[optionIndex].ToString());
break;
case TlcModule.SweepableFloatParamAttribute fp:
paramValues[i] =
new FloatParameterValue(fp.Name,
(float)(fp.RawValue ?? learner.PipelineNode.GetPropertyValueByName(fp.Name, 0f)));
break;
case TlcModule.SweepableLongParamAttribute lp:
paramValues[i] =
new LongParameterValue(lp.Name,
(long)(lp.RawValue ?? learner.PipelineNode.GetPropertyValueByName(lp.Name, 0L)));
break;
}
}
learner.PipelineNode.HyperSweeperParamSet = new ParameterSet(paramValues);
return(learner.PipelineNode.HyperSweeperParamSet);
}
public void TestLongValueGeneratorRoundTrip()
{
var paramSweep = new LongValueGenerator(new LongParamArguments()
{
Name = "bla", Min = 0, Max = 17
});
var value = new LongParameterValue("bla", 5);
float normalizedValue = paramSweep.NormalizeValue(value);
IParameterValue unNormalizedValue = paramSweep.CreateFromNormalized(normalizedValue);
Assert.Equal("5", unNormalizedValue.ValueText);
IParameterValue param = paramSweep.CreateFromNormalized(0.345);
float unNormalizedParam = paramSweep.NormalizeValue(param);
Assert.Equal("5", param.ValueText);
Assert.Equal((float)5 / 17, unNormalizedParam);
}
public void TestLongParameterValue()
{
LongParameterValue value1 = new LongParameterValue(nameof(value1), 1);
LongParameterValue value2 = new LongParameterValue(nameof(value2), 2);
LongParameterValue duplicateValue1 = new LongParameterValue(nameof(value1), 1);
Assert.False(value1.Equals(value2));
Assert.True(value1.Equals(value1));
Assert.True(value1.Equals(duplicateValue1));
Assert.False(value1.Equals((object)value2));
Assert.True(value1.Equals((object)value1));
Assert.True(value1.Equals((object)duplicateValue1));
Assert.False(value1.Equals(new FloatParameterValue(nameof(value1), 1.0f)));
Assert.False(value1.Equals((IParameterValue)null));
Assert.False(value1.Equals((object)null));
Assert.False(value1.Equals(new object()));
Assert.Equal(value1.GetHashCode(), value1.GetHashCode());
Assert.Equal(value1.GetHashCode(), duplicateValue1.GetHashCode());
}
public void TestParameterSetEquality()
{
LongParameterValue value1 = new LongParameterValue(nameof(value1), 1);
LongParameterValue value2 = new LongParameterValue(nameof(value2), 2);
StringParameterValue stringValue1 = new StringParameterValue(nameof(value1), "1");
var parameterSet = new ParameterSet(new[] { value1 });
Assert.False(parameterSet.Equals(null));
// Verify Equals for sets with different hash codes
var parameterSetNewHash = new ParameterSet(new IParameterValue[] { value1 }.ToDictionary(x => x.Name), hash: parameterSet.GetHashCode() + 1);
Assert.NotEqual(parameterSet.GetHashCode(), parameterSetNewHash.GetHashCode());
Assert.False(parameterSet.Equals(parameterSetNewHash));
// Verify Equals for sets with the same hash code, but different number of values
var parameterSetMoreValues = new ParameterSet(new IParameterValue[] { value1, value2 }.ToDictionary(x => x.Name), hash: parameterSet.GetHashCode());
Assert.Equal(parameterSet.GetHashCode(), parameterSetMoreValues.GetHashCode());
Assert.False(parameterSet.Equals(parameterSetMoreValues));
// Verify Equals for sets with the same hash and item counts, but one of the items has a different name
var parameterSetDifferentName = new ParameterSet(new IParameterValue[] { value2 }.ToDictionary(x => x.Name), hash: parameterSet.GetHashCode());
Assert.Equal(parameterSet.GetHashCode(), parameterSetDifferentName.GetHashCode());
Assert.False(parameterSet.Equals(parameterSetDifferentName));
// Verify Equals for sets with the same hash and item names, but one of the items has a different value
var parameterSetDifferentValue = new ParameterSet(new IParameterValue[] { stringValue1 }.ToDictionary(x => x.Name), hash: parameterSet.GetHashCode());
Assert.Equal(parameterSet.GetHashCode(), parameterSetDifferentValue.GetHashCode());
Assert.False(parameterSet.Equals(parameterSetDifferentValue));
// Verify Equals for sets with the same hash and items
var parameterSetSameHash = new ParameterSet(new IParameterValue[] { value1 }.ToDictionary(x => x.Name), hash: parameterSet.GetHashCode());
Assert.Equal(parameterSet.GetHashCode(), parameterSetSameHash.GetHashCode());
Assert.True(parameterSet.Equals(parameterSetSameHash));
}