private void ProjectSavedListener(object sender, PackEventArgs e)
{
List <string> correlationDatasheet = new List <string>();
StringWriter _sw = null;
//Save CorrelatedData datatable
string _xmlCorrelationData = "";
if (_correlationData != null)
{
_correlationData.TableName = "CorrelationData";
_sw = new StringWriter();
_correlationData.WriteXml(_sw, XmlWriteMode.WriteSchema, false);
_xmlCorrelationData = _sw.ToString();
_sw.Close();
_sw = null;
}
correlationDatasheet.Add(_xmlCorrelationData);
//Save Datasheet info
_sw = null;
string _xmlDatasheet = "";
if (_dataSheetData != null)
{
_dataSheetData.TableName = "DataSheetData";
_sw = new StringWriter();
_dataSheetData.WriteXml(_sw, XmlWriteMode.WriteSchema, false);
_xmlDatasheet = _sw.ToString();
_sw.Close();
_sw = null;
_datasheetInfo.XmlDataSheetTable = _xmlDatasheet;
}
correlationDatasheet.Add(_xmlDatasheet);
if (_xmlCorrelationData != null || _datasheetInfo != null)
{
e.DictPacked.Add("VBProjectManager", correlationDatasheet);
}
else
{
throw new Exception("Invalid data table used in Save.");
}
}
public void Save(string projectFile, Globals.ProjectType projectType)
{
SerializableDictionary <string, object> dictPacked = new SerializableDictionary <string, object>();
dictPacked.Add("_projectType", projectType);
if (ProjectSaved != null) //something has been added to the list?
{
PackEventArgs e = new PackEventArgs(dictPacked);
ProjectSaved(this, e);
}
FileInfo _fi = new FileInfo(projectFile);
_projectName = _fi.Name;
XmlSerializer serializerDict = new XmlSerializer();
serializerDict.Serialize(dictPacked, projectFile);
}
/// <summary>
/// Fires when the app saves a project file
/// </summary>
/// <param name="projMgr"></param>
private void ProjectSavedListener(object sender, PackEventArgs e)
{
ModelingInfo localModelingInfo = new ModelingInfo();
//Not really much to save if no models were generated
if (((_list == null) || (_list.Count < 1)) && ipyPLSControl.VirginState == true)
return;
//if (_projMgr.ModelingInfo == null)
// _projMgr.ModelingInfo = new ModelingInfo();
//if the datasheet is dirty, don't want to save modeling data
if (!_projMgr.DataSheetInfo.Clean) return;
//Get the state of the IronPython-based modeling methods
localModelingInfo.PlsProject = ipyPLSControl.PackProjectState();
localModelingInfo.ActiveModelingTab = tabControl1.SelectedIndex;
localModelingInfo.Model = _projMgr.Model;
localModelingInfo.DependentVariable = _projMgr.ModelDataTable.Columns[1].ColumnName;
//Save dependent variable transform
if (rbValMET.Checked)
localModelingInfo.DependentVariableTransform = Globals.DependentVariableTransforms.none;
else if (rbLog10ValMET.Checked)
localModelingInfo.DependentVariableTransform = Globals.DependentVariableTransforms.Log10;
else if (rbLogeValMET.Checked)
localModelingInfo.DependentVariableTransform = Globals.DependentVariableTransforms.Ln;
else if (rbPwrValMET.Checked)
{
localModelingInfo.DependentVariableTransform = Globals.DependentVariableTransforms.Power;
localModelingInfo.PowerTransformExponent = Convert.ToDouble(txtPwrValMET.Text);
}
//Save available and independent variables
localModelingInfo.AvailableVariables = new List<ListItem>();
for (int i = 0; i < lbAvailableVariables.Items.Count; i++)
localModelingInfo.AvailableVariables.Add((ListItem)lbAvailableVariables.Items[i]);
localModelingInfo.IndependentVariables = new List<ListItem>();
for (int i = 0; i < lbIndVariables.Items.Count; i++)
localModelingInfo.IndependentVariables.Add((ListItem)lbIndVariables.Items[i]);
//Save the chromosomes
if (listBox1.Items.Count > 0)
{
localModelingInfo.Chromosomes = new List<List<short>>();
for (int i = 0; i < _list.Count; i++)
localModelingInfo.Chromosomes.Add(_list[i].Chromosome);
MLRIndividual indiv = _list[0] as MLRIndividual;
localModelingInfo.DecisionThreshold = indiv.DecisionThreshold;
localModelingInfo.MandatedThreshold = indiv.MandatedThreshold;
localModelingInfo.FitnessCriteria = (int)indiv.FitnessCriteria;
localModelingInfo.MaxGeneValue = indiv.MaxGeneValue;
localModelingInfo.MaxVIF = indiv.MaxVIF;
localModelingInfo.NumGenes = indiv.NumGenes;
localModelingInfo.Accuracy = indiv.Accuracy;
localModelingInfo.AdjustedR2 = indiv.AdjustedR2;
localModelingInfo.AIC = indiv.AIC;
localModelingInfo.AICC = indiv.AICC;
localModelingInfo.BIC = indiv.BIC;
localModelingInfo.Press = indiv.Press;
localModelingInfo.R2 = indiv.R2;
localModelingInfo.RMSE = indiv.RMSE;
localModelingInfo.Sensitivity = indiv.Sensitivity;
localModelingInfo.Specificity = indiv.Specificity;
localModelingInfo.VIF = indiv.VIF;
localModelingInfo.SelectedModel = _selectedModelIndex;
}
else
{
localModelingInfo.Chromosomes = null;
}
if (_state == _mlrState.clean)
{
_projMgr.TabStates.TabState["Residuals"] = true;
_projMgr.TabStates.TabState["Prediction"] = true;
}
else
{
_projMgr.TabStates.TabState["Residuals"] = false;
_projMgr.TabStates.TabState["Prediction"] = false;
}
e.DictPacked.Add("frmModel", localModelingInfo);
}
private void ProjectSavedListener(object sender, PackEventArgs e)
{
List<string> correlationDatasheet = new List<string>();
StringWriter _sw = null;
//Save CorrelatedData datatable
string _xmlCorrelationData = "";
if (_correlationData != null)
{
_correlationData.TableName = "CorrelationData";
_sw = new StringWriter();
_correlationData.WriteXml(_sw, XmlWriteMode.WriteSchema, false);
_xmlCorrelationData = _sw.ToString();
_sw.Close();
_sw = null;
}
correlationDatasheet.Add(_xmlCorrelationData);
//Save Datasheet info
_sw = null;
string _xmlDatasheet = "";
if (_dataSheetData != null)
{
_dataSheetData.TableName = "DataSheetData";
_sw = new StringWriter();
_dataSheetData.WriteXml(_sw, XmlWriteMode.WriteSchema, false);
_xmlDatasheet = _sw.ToString();
_sw.Close();
_sw = null;
_datasheetInfo.XmlDataSheetTable = _xmlDatasheet;
}
correlationDatasheet.Add(_xmlDatasheet);
if(_xmlCorrelationData != null || _datasheetInfo != null)
e.DictPacked.Add("VBProjectManager", correlationDatasheet);
else
throw new Exception("Invalid data table used in Save.");
}
public void Save(string projectFile, Globals.ProjectType projectType)
{
SerializableDictionary<string, object> dictPacked = new SerializableDictionary<string, object>();
dictPacked.Add("_projectType", projectType);
if (ProjectSaved != null) //something has been added to the list?
{
PackEventArgs e = new PackEventArgs(dictPacked);
ProjectSaved(this, e);
}
FileInfo _fi = new FileInfo(projectFile);
_projectName = _fi.Name;
XmlSerializer serializerDict = new XmlSerializer();
serializerDict.Serialize(dictPacked, projectFile);
}
private void ProjectSavedListener(object sender, PackEventArgs e)
{
PredInfo localMLRPrediction = new PredInfo();
//First, check whether there's anything to save.
if ((_projMgr.Model == null) || (_projMgr.Model.Count <= 0))
{
_projMgr.PredictionInfo = null;
return;
}
// PredInfo predInfo = new PredInfo();
StringWriter sw = null;
dgvVariables.EndEdit();
_dtVariables = (DataTable)dgvVariables.DataSource;
if (_dtVariables != null)
{
_dtVariables.AcceptChanges();
_dtVariables.TableName = "Variables";
sw = new StringWriter();
_dtVariables.WriteXml(sw, XmlWriteMode.WriteSchema, false);
localMLRPrediction.IVData = sw.ToString();
sw.Close();
}
dgvObs.EndEdit();
_dtObs = (DataTable)dgvObs.DataSource;
if (_dtObs != null)
{
_dtObs.AcceptChanges();
_dtObs.TableName = "Observations";
sw = new StringWriter();
_dtObs.WriteXml(sw, XmlWriteMode.WriteSchema, false);
localMLRPrediction.ObsData = sw.ToString();
sw.Close();
}
dgvStats.EndEdit();
_dtStats = (DataTable)dgvStats.DataSource;
if (_dtStats != null)
{
_dtStats.AcceptChanges();
_dtStats.TableName = "Stats";
sw = new StringWriter();
_dtStats.WriteXml(sw, XmlWriteMode.WriteSchema, false);
localMLRPrediction.StatData = sw.ToString();
sw.Close();
}
localMLRPrediction.RegulatoryStandard = Convert.ToDouble(txtRegStd.Text);
localMLRPrediction.DecisionCriteria = Convert.ToDouble(txtDecCrit.Text);
string pwrTrans = txtPower.Text;
if (String.IsNullOrWhiteSpace(pwrTrans))
localMLRPrediction.PowerTransform = 1.0;
if (rbNone.Checked)
localMLRPrediction.DependentVariableTransform = Globals.DependentVariableTransforms.none;
else if (rbLog10.Checked)
localMLRPrediction.DependentVariableTransform = Globals.DependentVariableTransforms.Log10;
else if (rbLn.Checked)
localMLRPrediction.DependentVariableTransform = Globals.DependentVariableTransforms.Ln;
else if (rbPower.Checked)
localMLRPrediction.DependentVariableTransform = Globals.DependentVariableTransforms.Power;
e.DictPacked.Add("frmMLRPrediction", localMLRPrediction);
}
