private void createKsModel(string[] paramArr)
{
ITable sample1 = getTable(paramArr[1]);
ITable sample2 = getTable(paramArr[2]);
string[] explanitoryVariables = paramArr[3].Split(new char[] { ',' });
string strataField = "";
if (paramArr.Length > 5) strataField = paramArr[4];
Statistics.dataPrepCompareSamples dpKs = new Statistics.dataPrepCompareSamples(sample1, sample2, explanitoryVariables, strataField);
dpKs.writeModel(paramArr[paramArr.Length - 1]);
}
public void selectKSFeaturesToSample(ITable sampledTable,ITable samplesToDrawFromTable, string ksModelPath, string groupFieldName = "")
{
IObjectClassInfo2 objInfo2 = (IObjectClassInfo2)sampledTable;
if (!objInfo2.CanBypassEditSession())
{
System.Windows.Forms.MessageBox.Show("Sampled Table participates in a composite relationship. Please export this table as a new table and try again!");
return;
}
if (samplesToDrawFromTable != null)
{
objInfo2 = (IObjectClassInfo2)samplesToDrawFromTable;
if (!objInfo2.CanBypassEditSession())
{
System.Windows.Forms.MessageBox.Show("Samples to draw from table participates in a composite relationship. Please export this table as a new table and try again!");
return;
}
}
if (groupFieldName == null) groupFieldName = "";
try
{
esriUtil.Statistics.dataPrepCompareSamples dpComp = new Statistics.dataPrepCompareSamples(ksModelPath);
Dictionary<string,object[]> sampledBinPropDic = calcBinValues(dpComp, sampledTable); //key = stratfield_bin, values = [0] ratios {10} for random selection [1] counts {10} from sample
//bins and ratios calculated next use ratios to select from class and bin
IWorkspace wks = ((IDataset)sampledTable).Workspace;
IWorkspaceEdit wksE = (IWorkspaceEdit)wks;
if (wksE.IsBeingEdited())
{
wksE.StopEditing(true);
}
System.Random rd = new Random();
string sampleFldName = geoUtil.createField(sampledTable, "sample", esriFieldType.esriFieldTypeSmallInteger, false);
List<string> labels = dpComp.Labels.ToList();
ICursor cur = sampledTable.Update(null, false);
int sIndex = cur.FindField(sampleFldName);
int cIndex = cur.FindField(groupFieldName);
int bIndex = cur.FindField("BIN");
IRow rw = cur.NextRow();
while (rw != null)
{
string clustStr = labels[0];
if (cIndex > -1)
{
clustStr = rw.get_Value(cIndex).ToString();
}
int b = System.Convert.ToInt32(rw.get_Value(bIndex));
double rNum = rd.NextDouble();
double r = ((double[])sampledBinPropDic[clustStr][0])[b];
int ss = 0;
if (rNum <= r)
{
ss = 1;
}
rw.set_Value(sIndex, ss);
cur.UpdateRow(rw);
rw = cur.NextRow();
}
System.Runtime.InteropServices.Marshal.ReleaseComObject(cur);
if (samplesToDrawFromTable != null)
{
appendSamples(sampledTable, samplesToDrawFromTable, sampledBinPropDic,dpComp);
}
}
catch (Exception e)
{
System.Windows.Forms.MessageBox.Show(e.ToString());
}
}