private List <Entity> binarizationValues(List <Entity> values, int paramId, int newSelectionId, int parameterPosition)
{
DataHelper helper = new DataHelper();
List <Entity> selectionRows = SelectionRow.where (new Query("SelectionRow").addTypeQuery(TypeQuery.select)
.addCondition("SelectionID", "=", newSelectionId.ToString()), typeof(SelectionRow));
List <Entity> listValues = new List <Entity>();
List <string> valueStr = new List <string>();
foreach (Entity value in values)
{
valueStr.Add(((ValueParameter)value).Value);
}
EnumeratedParameter p = new EnumeratedParameter(valueStr);
int index = 0;
foreach (string value in valueStr)
{
int i = p.GetInt(value);
string val = binarization(parameterPosition == i);
listValues.Add(helper.addValueParameter(selectionRows[index].ID, paramId, val));
index++;
}
DatabaseManager.SharedManager.insertMultipleEntities(listValues);
return(listValues);
}
public List <string> getClasses(int oldSelectionId, int newTemplateId, int oldParamId)
{
models.Parameter oldParam = ((models.Parameter)services.DatabaseManager.SharedManager.entityById(oldParamId, typeof(models.Parameter)));
List <Entity> oldSelectionRows = SelectionRow.where (new Query("SelectionRow").addTypeQuery(TypeQuery.select)
.addCondition("SelectionID", "=", oldSelectionId.ToString()), typeof(SelectionRow));
List <string> oldValuesForOldParamId = new List <string>();
foreach (Entity selRow in oldSelectionRows)
{
int selectionRowId = selRow.ID;
List <Entity> value = ValueParameter.where (new Query("ValueParameter").addTypeQuery(TypeQuery.select)
.addCondition("ParameterID", "=", oldParamId.ToString()).
addCondition("SelectionRowID", "=", selectionRowId.ToString()), typeof(ValueParameter));
oldValuesForOldParamId.Add(((ValueParameter)value[0]).Value);
}
EnumeratedParameter p = new EnumeratedParameter(oldValuesForOldParamId);
List <string> classes = p.getClasses();
return(classes);
}
public Dictionary <List <Entity>, IParameter> executePreprocessing(int newSelectionId, int oldSelectionId, int oldParamId, string prepType, int parameterPosition, int newParamId)
{
models.Parameter oldParam = ((models.Parameter)DatabaseManager.SharedManager.entityById(oldParamId, typeof(models.Parameter)));
TypeParameter type;
switch (prepType)
{
case "Линейная нормализация 1 (к float)":
type = TypeParameter.Real;
break;
case "Нелинейная нормализация 2 (к float)":
type = TypeParameter.Real;
break;
case "нормализация 3 (к int)":
type = TypeParameter.Int;
break;
case "бинаризация":
type = TypeParameter.Int;
break;
case "без предобработки":
type = oldParam.Type;
break;
default:
type = TypeParameter.Real;
break;
}
List <string> values = new List <string>();
List <Entity> valueParam = new List <Entity>();
List <Entity> oldSelectionRows = SelectionRow.where (new Query("SelectionRow").addTypeQuery(TypeQuery.select)
.addCondition("SelectionID", "=", oldSelectionId.ToString()), typeof(SelectionRow));
int index = 0;
foreach (Entity entity in oldSelectionRows)
{
int selectionRowId = entity.ID;
List <Entity> list = ValueParameter.where (new Query("ValueParameter").addTypeQuery(TypeQuery.select)
.addCondition("ParameterID", "=", oldParamId.ToString()).
addCondition("SelectionRowID", "=", selectionRowId.ToString()), typeof(ValueParameter));
valueParam = valueParam.Concat(list).ToList();
values.Add(((ValueParameter)valueParam[index]).Value);
index++;
}
List <Entity> valuesForParameter = new List <Entity>();
IParameter p = null;
switch (prepType)
{
case "Линейная нормализация 1 (к float)":
case "Нелинейная нормализация 2 (к float)":
case "нормализация 3 (к int)":
if (oldParam.Type == TypeParameter.Real)
{
p = new RealParameter(values);
valuesForParameter = normalizeValues(valueParam, p, newParamId, newSelectionId, prepType);
}
else if (oldParam.Type == TypeParameter.Int)
{
p = new IntegerParameter(values);
valuesForParameter = normalizeValues(valueParam, p, newParamId, newSelectionId, prepType);
}
else if (oldParam.Type == TypeParameter.Enum)
{
p = new EnumeratedParameter(values);
valuesForParameter = normalizeValues(valueParam, p, newParamId, newSelectionId, prepType);
}
break;
case "бинаризация":
valuesForParameter = binarizationValues(valueParam, newParamId, newSelectionId, parameterPosition);
break;
case "без предобработки":
valuesForParameter = processWithoutPreprocessing(valueParam, newParamId, newSelectionId);
break;
}
Dictionary <List <Entity>, IParameter> res = new Dictionary <List <Entity>, IParameter>();
res.Add(valuesForParameter, p);
return(res);
}
