public MainForm()
{
InitializeComponent();
AttributeDataSets = new Dictionary <string, AttributeDataSets>();
initheightDataSetDataGridView = DataSetDataGridView.Height;
initwidthDataSetDataGridView = DataSetDataGridView.Width;
cvObject = new CVObject("KFold");
using (Py.GIL())
{
PyModule = Py.Import("Main");
}
}
public CVObject GetCVObject()
{
CVObject cv = null;
try
{
cv = new CVObject(_typecrossvalidation, n_splitsTB.Text, n_groupsTB.Text, PTB.Text, shuffle_splitCB.Checked, TrainTB.Text, TestTB.Text, n_splitsTB.Enabled, n_groupsTB.Enabled, TrainTB.Enabled, TestTB.Enabled, PTB.Enabled);
}
catch (Exception e)
{
MessageBox.Show(e.Message, "Ошибка формирования данных кросс-валидации", MessageBoxButtons.OK, MessageBoxIcon.Error);
return(null);
}
return(cv);
}
public SplitForm(CVObject cvObject)
{
InitializeComponent();
_allcontrols = new Control[] { n_groupsTB, n_splitsTB, TrainTB, TestTB, PTB, shuffle_splitCB };
if (cvObject != null)
{
n_groupsTB.Text = cvObject.N_groups.ToString();
n_splitsTB.Text = cvObject.N_splits.ToString();
TrainTB.Text = (cvObject.Train_size != null) ? cvObject.Train_size.ToString() : "";
TestTB.Text = (cvObject.Test_size != null) ? cvObject.Test_size.ToString() : "";
PTB.Text = cvObject.P.ToString();
shuffle_splitCB.Checked = cvObject.Shuffle;
((RadioButton)CVTypeTableLayoutPanel.Controls[cvObject.Type + "RadioButton"]).Checked = true;
}
}
public ActionResult UserName(string id)
{
var p = db.Database.SqlQuery<Professor>(professorquery + " where (Links.UserName = '******') ");
var t = db.Database.SqlQuery<TermStatus>(termstatusquery + " where (Links.UserName = '******') ");
var w = db.Database.SqlQuery<WorkStatus>(workstatusquery + " where (Links.UserName = '******') ");
var d = db.Database.SqlQuery<Designation>(designationquery + " where (Links.UserName = '******') ");
var credential = db.Database.SqlQuery<Credentials>(credentialquery + " where (Links.UserName = '******') ");
var major = db.Database.SqlQuery<Major>(majorquery + " where (Links.UserName = '******') ");
var location = db.Database.SqlQuery<Location>(locationquery + " where (Links.UserName = '******') ");
var experience = db.Database.SqlQuery<Experience>(experiencequery + " where (Links.UserName = '******') ");
CVObject cv = new CVObject();
cv.professor = p != null && p.Any() ? p.First<Professor>() : null ;
cv.termstatus = t != null && t.Any() ? t.First<TermStatus>() : null ;
cv.workstatus = w != null && w.Any() ? w.First<WorkStatus>() : null ;
cv.designation = d != null && d.Any() ? d.First<Designation>() : null ;
cv.credentials = credential.ToList();
cv.majors = major.ToList();
cv.locations = location.ToList();
cv.experiences = experience.ToList();
cv.UserName = id;
return View(cv);
}
public CrossValidationSet(string estimator, string estimatorname, string datasetname, PyObject dataset, int rowstart, int rowfinish, PyObject attributes, CVObject cvObject, PyObject PyModule)
{
Estimator = new PyString(estimator);
EstimatorName = estimatorname;
DatasetName = datasetname;
Dataset = dataset;
Rowstart = new PyInt(rowstart);
Rowfinish = new PyInt(rowfinish);
Attributes = attributes;
CV = new PyString(cvObject.Type);
CVparams = new PyDict();
if (cvObject.N_groups != 0)
{
CVparams["n_groups"] = new PyInt(cvObject.N_groups);
}
if (cvObject.N_splits != 0)
{
CVparams["n_splits"] = new PyInt(cvObject.N_splits);
}
if (cvObject.P != 0)
{
CVparams["p"] = new PyInt(cvObject.P);
}
if (cvObject.Shuffle)
{
CVparams["shuffle"] = true.ToPython();
}
if (cvObject.Train_size != null)
{
if (cvObject.Train_size.GetType().Name == "Int32")
{
CVparams["train_size"] = new PyInt((int)cvObject.Train_size);
}
if (cvObject.Train_size.GetType().Name == "Double")
{
CVparams["train_size"] = new PyFloat((double)cvObject.Train_size);
}
}
if (cvObject.Test_size != null)
{
if (cvObject.Test_size.GetType().Name == "Int32")
{
CVparams["test_size"] = new PyInt((int)cvObject.Test_size);
}
if (cvObject.Test_size.GetType().Name == "Double")
{
CVparams["test_size"] = new PyFloat((double)cvObject.Test_size);
}
}
_pymodule = PyModule;
}
