public void NestedPropertyShouldWork()
{
var result = new DataSampler<Model>()
.AddPropertyConfiguration(x => x.Sub.SubFoo, () => 3)
.AddKnownType(typeof(Sub))
.GenerateListOf(1);
Assert.AreEqual(3, result[0].Sub.SubFoo);
}
public void UnknownPropertyShouldRemainNull()
{
var result = new DataSampler<Model>()
.AddPropertyConfiguration(x => x.Foo, () => 1)
.GenerateListOf(2);
Assert.IsNotNull(result);
Assert.IsNull(result[0].Bar);
}
/// <summary>
/// Adds a single sample to the sampler of the specified name, if the sampler does
/// not exists it will be created. This function is intended to be used with sampler that
/// are not bound to a function.
/// </summary>
public void AddSample(String name, float value)
{
DataSampler sampler;
if (!_samplers.TryGetValue(name, out sampler)) {
sampler = new DataSampler(name);
InsertSampler(name, sampler);
}
sampler.InsertSample(value);
}
public Plot(DataSampler sampler, Vector2 position, Vector2 size)
: base(position, size) {
TitleBarSize = 14;
Sampler = sampler;
Visible = true;
TitleLabelName = "__Plot" + sampler.Name;
MinLabelName = "lo" + TitleLabelName;
MaxLabelName = "hi" + TitleLabelName;
}
public void UnknownSubTypePropertyShouldRemainNull()
{
var result = new DataSampler<Model>()
.AddPropertyConfiguration(x => x.Foo, () => 1)
.AddPropertyConfiguration(x => x.Sub.SubFoo, () => 2)
.GenerateListOf(2);
Assert.IsNotNull(result);
Assert.AreEqual(2, result.Count);
Assert.AreEqual(1, result[0].Foo);
Assert.IsNull(result[0].Sub);
}
public void SimpleInitializerOutOfScopeShouldWork()
{
int i = 0;
var result = new DataSampler<Model>()
.AddPropertyConfiguration(x => x.Foo, () => i++)
.GenerateListOf(3);
Assert.AreEqual(0, result[0].Foo);
Assert.AreEqual(1, result[1].Foo);
Assert.AreEqual(2, result[2].Foo);
}
public void MixedModelDataShouldBeGenerated()
{
int i = 0, j = 0;
var result = new DataSampler<Model>()
.AddPropertyConfiguration(x => x.Foo, () => i++)
.AddPropertyConfiguration(x => x.Baz, () => DateTime.Now.AddDays(j++))
.AddPropertyConfiguration(x => x.Bar, () => Guid.NewGuid().ToString())
.GenerateListOf(2);
Assert.AreEqual(0, result[0].Foo);
Assert.AreEqual(1, result[1].Foo);
Assert.AreNotEqual("aaaaaaaa", result[0].Bar);
Assert.AreEqual(result[0].Baz.Day+1, result[1].Baz.Day);
}
/// <summary>
/// Sets up Device, Reader, and Sampler then start interpreters coroutine
/// </summary>
public virtual void Setup()
{
Device = GetDevice();
Reader = GetReader();
Sampler = GetSampler();
Interpeters = GetInterpreters();
DataRateCalculator = GetRateCalculator();
CalculatorConfiguration = GetCalculatorConfiguration();
Reader.OnRead += Sampler.Register;
Reader.OnRead += (s) => TotalStatesRead++;
Reader.StartReading();
StartCoroutine(InterpetationProcess());
StartCoroutine(UpdateStatusBar());
}
/// <summary>
/// Adds a single sample to the sampler of the specified name, if the sampler does
/// not exists it will be created with the specified historyLength.
/// This function is intended to be used with sampler that are not bound to a function.
/// </summary>
public void AddSample(string name, float value, int historyLength)
{
DataSampler sampler;
if (!_samplers.TryGetValue(name, out sampler)) {
sampler = new DataSampler(name, historyLength, 0, default(Func<float>));
InsertSampler(name, sampler);
}
else {
sampler.Values.Capacity = historyLength;
}
sampler.InsertSample(value);
}
void InsertSampler(String name, DataSampler sampler)
{
_samplers.Add(name, sampler);
ObservableSamplers.Add(sampler);
}
/// <summary>
/// Adds an sampler which is bound to a <c>function</c> that will be sampled
/// every <c>sampleRate</c> frames. <c>historyLength</c> values will be kept.
/// </summary>
public void AddSampler(String name, int historyLength, int sampleRate, Func<float, float> function)
{
var sampler = new DataSampler(name, historyLength, sampleRate, function);
InsertSampler(name, sampler);
}
public override void RunCommand(CalledCommand calledCommand)
{
string pathDataDir;
if (!GetPathOrDefault(calledCommand, out pathDataDir))
{
FailCommand("Invalid parameter value: path.");
}
switch (calledCommand.Name)
{
case "load":
{
switch (calledCommand.MandatoryParametersValues[0])
{
case "graph":
Loader.LoadGraphFromInternet(pathDataDir);
break;
case "sales":
Loader.LoadSalesFromInternet(pathDataDir);
break;
}
break;
}
case "clean":
{
switch (calledCommand.MandatoryParametersValues[0])
{
case "graph":
Cleaner.CleanGraphData(pathDataDir);
Cleaner.CleanKey(pathDataDir);
break;
case "sales":
Cleaner.CleanSalesData(pathDataDir);
break;
}
break;
}
case "filter":
{
switch (calledCommand.MandatoryParametersValues[0])
{
case "graph_links":
Linker.FilterLinks(pathDataDir);
break;
}
break;
}
case "link":
{
switch (calledCommand.MandatoryParametersValues[0])
{
case "graph":
Linker.LinkGraphData(pathDataDir);
break;
case "sales":
Linker.LinkGraphWithSales(pathDataDir);
break;
}
break;
}
case "asm":
{
switch (calledCommand.MandatoryParametersValues[0])
{
case "graph":
Assembler.AssembleGraphData(pathDataDir);
break;
case "sales":
Assembler.AssembleSalesData(pathDataDir);
break;
}
break;
}
case "sample":
{
SetType trainingSetType = SamplingHelper.GetSetTypeOrDefault(calledCommand.MandatoryParametersValues[0]);
int trainingSetSize;
if (!IsValidSetSize(calledCommand.MandatoryParametersValues[1], out trainingSetSize))
{
FailCommand("Invalid parameter value: training set size.");
}
SetType testingSetType = SamplingHelper.GetSetTypeOrDefault(calledCommand.MandatoryParametersValues[2]);
int testingSetSize;
if (!IsValidSetSize(calledCommand.MandatoryParametersValues[3], out testingSetSize))
{
FailCommand("Invalid parameter value: testing set size.");
}
int testingDataAmount = 100;
if (calledCommand.OptionalParametersValues.Count > 0)
{
if (!IsValidPercentage(calledCommand.OptionalParametersValues[0], out testingDataAmount))
{
FailCommand("Invalid parameter value: testing set size.");
}
}
DataSampler.CreateTrainingAndTestSets(pathDataDir, trainingSetType, testingSetType,
trainingSetSize, testingSetSize, testingDataAmount);
break;
}
case "test":
{
switch (calledCommand.MandatoryParametersValues[0])
{
case "graph_linkage":
TestManager.TestLinkageGraph(pathDataDir);
break;
case "graph_mapping":
TestManager.TestMapping(pathDataDir);
break;
case "graph_id":
TestManager.TestID(pathDataDir);
break;
}
break;
}
case "stat":
{
switch (calledCommand.MandatoryParametersValues[0])
{
case "graph":
TestManager.GetStatisticsGraph(pathDataDir);
break;
case "connectivity":
StatisticsCollector.GetConnectivityStatistics(pathDataDir);
break;
}
break;
}
default:
{
FailCommand("Cannot recognize the input commands.");
break;
}
}
}
