// Async run helper function
public bool GeneratePrediction(PredictionGenerator predictor, BackgroundWorker worker)
{
predictor.RecursiveGetPredictions(Int32.Parse(predictIntervalsBox.Text));
string predictionDataPrintoutFile = DEFAULTDIRECTORY + "\\PredictionData_" + DateTime.Now.Month.ToString() + "-" +
DateTime.Now.Day.ToString() + "-" + DateTime.Now.Year.ToString() + "_" + DateTime.Now.Hour.ToString() +
DateTime.Now.Minute.ToString() + DateTime.Now.Second.ToString() + DateTime.Now.Millisecond.ToString() + ".csv";
predictor.WriteDataToCSV(predictionDataPrintoutFile);
return(true);
}
// Public objects
//reserved
// Default Class Constructor
public StockTraderEvolutionChamber(string futureMarketDataFilePath, string trainingDataFilePath, float tradeCost)
{
perTradeFee = tradeCost;
try
{
using (FileStream stream = new FileStream(futureMarketDataFilePath, FileMode.Open, FileAccess.Read, FileShare.ReadWrite))
{
using (StreamReader reader = new StreamReader(stream))
{
// Initialize the full market
string line = reader.ReadLine();
string[] values = line.Split(',');
// Populate the history of market values that will be used
while (!reader.EndOfStream)
{
line = reader.ReadLine();
values = line.Split(',');
float[] prices = new float[values.Length - 1];
for (int i = 1; i < values.Length; i++)
{
prices[i - 1] = Single.Parse(values[i]);
if ((prices[i - 1] != 0.0f) && (!order.Contains(i - 1)))
{
order.Add(i - 1);
}
}
stockPrices.Add(prices);
}
}
}
}
catch (Exception)
{
System.Windows.Forms.MessageBox.Show("Stock Data History file format incorrect.");
}
predictor = new PredictionGenerator(trainingDataFilePath);
}
// Method to handle clicking the Prediction button
private void predictionButton_Click(object sender, EventArgs e)
{
if (trainingDataPrintoutFile == null)
{
System.Windows.Forms.MessageBox.Show("Invalid training data file path. Please select a formatted " +
"stock data file or run the downloader to generate one.");
OpenFileDialog selectFileDialog = new OpenFileDialog();
if (DEFAULTDIRECTORY == String.Empty)
{
selectFileDialog.InitialDirectory = "C:\\";
}
else
{
selectFileDialog.InitialDirectory = DEFAULTDIRECTORY;
}
selectFileDialog.Filter = "sdp files (*.sdp)|*.sdp";
selectFileDialog.FilterIndex = 1;
if (selectFileDialog.ShowDialog() == DialogResult.OK)
{
trainingDataPrintoutFile = selectFileDialog.FileName;
DEFAULTDIRECTORY = trainingDataPrintoutFile.Trim().Remove(trainingDataPrintoutFile.LastIndexOf(@"\"));
outputFilePath = DEFAULTDIRECTORY;
}
else
{
return;
}
}
PredictionGenerator predictor = new PredictionGenerator(trainingDataPrintoutFile);
predictionButton.Enabled = false;
predictionBackgroundWorker.RunWorkerAsync(predictor);
}