public List <List <String> > list(String path)
{
//Create instance
LinearRegression program = new LinearRegression();
string[] Lines = System.IO.File.ReadAllLines(path + "../../../Models/LinearRegressionModel/lpsa.data");
program.outputTable = program.PredictResult(Lines, path + "../../../Models/LinearRegressionModel/lpsa.pmml");
List <List <String> > result = new List <List <String> >();
for (int i = 0; i < Lines.Length; i++)
{
List <String> tempRow = new List <String>();
tempRow.Add(program.outputTable[i][0].ToString());
String[] tempValue = new String[2];
tempValue = Lines[i].Split(',');
tempRow.Add(tempValue[0]);
tempRow.InsertRange(2, tempValue[1].Split(' ').ToList());
result.Add(tempRow);
}
return(result);
}
private void BindDataSource()
{
List <List <String> > Datasource = new List <List <String> >();
LinearRegression outputData = new LinearRegression();
String path = Request.PhysicalPath;
Datasource = outputData.list(path);
this.FlatGrid.DataSource = Datasource;
this.FlatGrid.DataBind();
Model data = new Model();
String pmmlPath = string.Format("{0}{1}.pmml", path + "../../../Models/LinearRegressionModel/", "lpsa");
String sourcePath = string.Format("{0}{1}.aspx.cs", path + "../../../LinearRegressionModel/", "Default");
String sparkPath = string.Format("{0}{1}.scala", path + "../../../Models/LinearRegressionModel/", "Spark");
data.setPath(pmmlPath, sourcePath, sparkPath);
string PMMLconv = data.PMML.Replace("<", "<");
Literal3.Text = PMMLconv;
JavaScriptSerializer js = new JavaScriptSerializer();
Session["source"] = js.Serialize(data.Source).Replace("\"", "^");
Session["spark"] = js.Serialize(data.Spark).Replace("\"", "^");
}