public void GenerateBigTestData()
{
var sut = new DataPrepper(HelperFunctions.GenerateBigPureData(),
new StockInputsGeneratorFactory(InputsType.Full),
new StockTargetsGeneratorFactory(TargetType.Profit, 50));
IList <DataSet> trainingData = sut.GetTrainingInputData();
Approvals.VerifyAll(trainingData, "DataSet", a => string.Join(",", a.Targets) + " and " + string.Join(", ", a.SourceData));
}
private static DataSet ExtractStockNetwork()
{
var ds = _sqlDatabase.ReadData("QTEC").GetData();
var prepper = new DataPrepper(new PureData(ds),
new StockInputsGeneratorFactory(InputsType.Full),
new StockTargetsGeneratorFactory(TargetType.Profit, 126));
_dataSets = prepper.GetTrainingInputData();
return(prepper.UnTargeted.Last());
}
public void PuttingItAllTogetherForTestData()
{
var sut = new DataPrepper(HelperFunctions.GeneratePureData(),
new StockInputsGeneratorFactory(InputsType.Basic, 3),
new StockTargetsGeneratorFactory(TargetType.Profit, 2));
sut.GetTrainingInputData();
IList <DataSet> unTargeted = sut.UnTargeted;
Approvals.VerifyAll(unTargeted, "DataSet", a =>
$" targets {string.Join(", ", a.Targets)} inputs {string.Join(", ", a.SourceData)}");
}
public void InitalCall()
{
PureData pureData = new PureData(new List <DataElement>());
IInputsGeneratorFactory inputsFactory = A.Fake <IInputsGeneratorFactory>();
ITargetsGeneratorFactory targetsFactory = A.Fake <ITargetsGeneratorFactory>();
A.CallTo(() => inputsFactory.GetInputGenerators(pureData)).Returns(Enumerable.Empty <IInputGenerator>());
A.CallTo(() => targetsFactory.GetTargetGenerators(pureData)).Returns(Enumerable.Empty <ITargetGenerator>());
var sut = new DataPrepper(pureData, inputsFactory, targetsFactory);
IList <DataSet> trainingData = sut.GetTrainingInputData();
Assert.NotNull(trainingData);
A.CallTo(() => inputsFactory.GetInputGenerators(pureData)).MustHaveHappened();
A.CallTo(() => targetsFactory.GetTargetGenerators(pureData)).MustHaveHappened();
}