public IList <AlgorithmDataModel> ConstructData(IList <Request> requestList, IRequestUow Uow)
{
IList <AlgorithmDataModel> data = new List <AlgorithmDataModel>();
foreach (var row in requestList)
{
var temp = new AlgorithmDataModel();
temp.Id = row.Id;
temp.PrasymoPateikimoData = row.PrasymoPateikimoData;
temp.VaikoId = row.VaikoId;
temp.VaikoIDNF = row.VaikoIDNF;
temp.VaikoGimimoData = row.VaikoGimimoData;
temp.LankymoData = row.LankymoData;
temp.VaikoSeniunija = row.VaikoSeniunija;
temp.Prioritetas_DeklaruotasMiestas = row.Prioritetas_DeklaruotasMiestas;
temp.Prioritetas_3_ar_Daugiau_Vaiku = row.Prioritetas_3_ar_Daugiau_Vaiku;
temp.Prioritetas_seimosdarbingumoLygis = row.Prioritetas_seimosdarbingumoLygis;
temp.Prioritetas_auginaTikVienasTevas = row.Prioritetas_auginaTikVienasTevas;
IList <RequestInfo> GetInfoListById = Uow.RequestInfo.GetAll().ToList().Where(x => x.RequestIdRef == row.Id).ToList().OrderBy(z => z.DarzelioEilesPrioritetas).ToList();
temp.PasirinktasDarzelis_1 = GetInfoListById[0].PasirinktasDarzelis;
temp.PreSchool1 = Uow.Schools.GetById(GetInfoListById[0].PasirinktasDarzelis.Value);
temp.UzpildytasDarzelis_1 = GetInfoListById[0].UzpildytasDarzelis;
temp.PreRequestSchool1 = Uow.PreRequestSchool.GetById(GetInfoListById[0].UzpildytasDarzelis.Value);
temp.PasirinktasDarzelis_2 = GetInfoListById[1].PasirinktasDarzelis;
temp.PreSchool2 = Uow.Schools.GetById(GetInfoListById[1].PasirinktasDarzelis.Value);
temp.UzpildytasDarzelis_2 = GetInfoListById[1].UzpildytasDarzelis;
temp.PreRequestSchool2 = Uow.PreRequestSchool.GetById(GetInfoListById[1].UzpildytasDarzelis.Value);
temp.PasirinktasDarzelis_3 = GetInfoListById[2].PasirinktasDarzelis;
temp.PreSchool3 = Uow.Schools.GetById(GetInfoListById[2].PasirinktasDarzelis.Value);
temp.UzpildytasDarzelis_3 = GetInfoListById[2].UzpildytasDarzelis;
temp.PreRequestSchool3 = Uow.PreRequestSchool.GetById(GetInfoListById[2].UzpildytasDarzelis.Value);
temp.PasirinktasDarzelis_4 = GetInfoListById[3].PasirinktasDarzelis;
temp.PreSchool4 = Uow.Schools.GetById(GetInfoListById[3].PasirinktasDarzelis.Value);
temp.UzpildytasDarzelis_4 = GetInfoListById[3].UzpildytasDarzelis;
temp.PreRequestSchool4 = Uow.PreRequestSchool.GetById(GetInfoListById[3].UzpildytasDarzelis.Value);
temp.PasirinktasDarzelis_5 = GetInfoListById[4].PasirinktasDarzelis;
temp.PreSchool5 = Uow.Schools.GetById(GetInfoListById[4].PasirinktasDarzelis.Value);
temp.UzpildytasDarzelis_5 = GetInfoListById[4].UzpildytasDarzelis;
temp.PreRequestSchool5 = Uow.PreRequestSchool.GetById(GetInfoListById[4].UzpildytasDarzelis.Value);
temp.PrioritetuSuma = row.PrioritetuSuma;
temp.Accepted = row.Accepted;
temp.PriimtasDarzelis = row.PriimtasDarzelis;
data.Add(temp);
}
return(data);
}
public string Teach(AlgorithmDataModel teachingData)
{
DataSet dataSet;
var files = teachingData.Files.Select(i => teachingData.Directory + i).ToArray();
var forgeries = teachingData.Forgeries?.Select(i => teachingData.ForgeriesDirectory + i).ToArray();
switch (teachingData.FeatureAlgorithmName)
{
case "RadonTransformFeatureExtractor":
_extractor = new RadonTransformFeatureExtractor(int.Parse(teachingData.FeatureAlgorithmParameters[0]));
dataSet = _extractor.GetTeachingDataset(files, forgeries);
break;
default:
throw new ArgumentException("FeatureAlgorithmName");
}
switch (teachingData.ComputingAlgorithmName)
{
case "NeuralNetworkBp":
_engine = new NeuralNetworkBp(double.Parse(teachingData.ComputingAlgorithmParameters[0].Replace(".", ",")),
double.Parse(teachingData.ComputingAlgorithmParameters[1].Replace(".", ",")));
_engine.Train(dataSet);
break;
case "EncogNeuralNetwork":
_engine = new EncogNeuralNetwork(double.Parse(teachingData.ComputingAlgorithmParameters[0].Replace(".", ",")),
double.Parse(teachingData.ComputingAlgorithmParameters[1].Replace(".", ",")));
_engine.Train(dataSet);
break;
default:
throw new ArgumentException("ComputingAlgorithmName");
}
return("OK");
}
public void get(IRequestUow Uow)
{
var AllPreSchoolRequest = Uow.PreRequestSchool.GetAll().ToList();
foreach (var preRequest in AllPreSchoolRequest)
{
int suma = 0;
if (preRequest.AtitinkaDarzelioPriskirtaTeritorija == true)
{
suma++;
}
if (preRequest.DarzeliLankoBrolysSeserys == true)
{
suma++;
}
if (preRequest.TinkamaGrupeDarzelyje == true)
{
suma++;
}
PreRequestSchool update = Uow.PreRequestSchool.GetById(preRequest.Id);
update.DarzelisPrioritetuSuma = suma;
Uow.PreRequestSchool.Update(update);
}
IList <Request> requestList = Uow.Requests.GetAllIncludeRequest().ToList().Where(x => x.Accepted == false && x.LankymoData == LankymoData).ToList();
IList <AlgorithmDataModel> data = ConstructData(requestList, Uow);
AllRequests = data;
foreach (var request in AllRequests)
{
int suma = 0;
if (request.Prioritetas_3_ar_Daugiau_Vaiku == true)
{
suma++;
}
if (request.Prioritetas_auginaTikVienasTevas == true)
{
suma++;
}
if (request.Prioritetas_DeklaruotasMiestas == true)
{
suma++;
}
if (request.Prioritetas_seimosdarbingumoLygis == true)
{
suma++;
}
Request update = Uow.Requests.GetById(request.Id);
update.PrioritetuSuma = suma;
update.Accepted = false;
update.PreSchoolAccepted = null;
update.PriimtasDarzelis = null;
Uow.Requests.Update(update);
request.PrioritetuSuma = suma;
request.Accepted = false;
request.PreSchoolAccepted = null;
request.PriimtasDarzelis = null;
}
AllSchools = Uow.Schools.GetAll().ToList();
var selected1 = AllRequests.Select(x => x.PasirinktasDarzelis_1).Distinct().ToList();
var selected2 = AllRequests.Select(x => x.PasirinktasDarzelis_2).Where(x => !selected1.Contains(x)).Distinct().ToList();
var selected3 = AllRequests.Select(x => x.PasirinktasDarzelis_3).Where(x => !selected1.Contains(x) && !selected2.Contains(x)).Distinct().ToList();
var selected4 = AllRequests.Select(x => x.PasirinktasDarzelis_4).Where(x => !selected1.Contains(x) && !selected2.Contains(x) && !selected3.Contains(x)).Distinct().ToList();
var selected5 = AllRequests.Select(x => x.PasirinktasDarzelis_5).Where(x => !selected1.Contains(x) && !selected2.Contains(x) && !selected3.Contains(x) && !selected4.Contains(x)).Distinct().ToList();
process(selected1, Uow);
IList <Request> requestList11 = Uow.Requests.GetAllIncludeRequest().ToList();
IList <AlgorithmDataModel> data11 = ConstructData(requestList11, Uow);
AllRequests = data11.Where(x => x.Accepted == false).ToList();
if (selected2.Count != 0)
{
process(selected2, Uow);
}
IList <Request> requestList12 = Uow.Requests.GetAllIncludeRequest().ToList();
IList <AlgorithmDataModel> data12 = ConstructData(requestList12, Uow);
AllRequests = data12.Where(x => x.Accepted == false).ToList();
if (selected3.Count != 0)
{
process(selected3, Uow);
}
IList <Request> requestList13 = Uow.Requests.GetAllIncludeRequest().ToList();
IList <AlgorithmDataModel> data13 = ConstructData(requestList13, Uow);
AllRequests = data13.Where(x => x.Accepted == false).ToList();
if (selected4.Count != 0)
{
process(selected4, Uow);
}
IList <Request> requestList14 = Uow.Requests.GetAllIncludeRequest().ToList();
IList <AlgorithmDataModel> data14 = ConstructData(requestList14, Uow);
AllRequests = data14.Where(x => x.Accepted == false).ToList();
if (selected5.Count != 0)
{
process(selected5, Uow);
}
IList <Request> requestList15 = Uow.Requests.GetAllIncludeRequest().ToList();
IList <AlgorithmDataModel> data15 = new List <AlgorithmDataModel>();
foreach (var row in requestList15)
{
var temp = new AlgorithmDataModel();
temp.Id = row.Id;
temp.PrasymoPateikimoData = row.PrasymoPateikimoData;
temp.VaikoId = row.VaikoId;
temp.VaikoIDNF = row.VaikoIDNF;
temp.VaikoGimimoData = row.VaikoGimimoData;
temp.LankymoData = row.LankymoData;
temp.VaikoSeniunija = row.VaikoSeniunija;
temp.Prioritetas_DeklaruotasMiestas = row.Prioritetas_DeklaruotasMiestas;
temp.Prioritetas_3_ar_Daugiau_Vaiku = row.Prioritetas_3_ar_Daugiau_Vaiku;
temp.Prioritetas_seimosdarbingumoLygis = row.Prioritetas_seimosdarbingumoLygis;
temp.Prioritetas_auginaTikVienasTevas = row.Prioritetas_auginaTikVienasTevas;
IList <RequestInfo> GetInfoListById = Uow.RequestInfo.GetAll().ToList().Where(x => x.RequestIdRef == row.Id).ToList().OrderBy(z => z.DarzelioEilesPrioritetas).ToList();
temp.PasirinktasDarzelis_1 = GetInfoListById[0].PasirinktasDarzelis;
temp.PreSchool1 = Uow.Schools.GetById(GetInfoListById[0].PasirinktasDarzelis.Value);
temp.UzpildytasDarzelis_1 = GetInfoListById[0].UzpildytasDarzelis;
temp.PreRequestSchool1 = Uow.PreRequestSchool.GetById(GetInfoListById[0].UzpildytasDarzelis.Value);
temp.PasirinktasDarzelis_2 = GetInfoListById[1].PasirinktasDarzelis;
temp.PreSchool2 = Uow.Schools.GetById(GetInfoListById[1].PasirinktasDarzelis.Value);
temp.UzpildytasDarzelis_2 = GetInfoListById[1].UzpildytasDarzelis;
temp.PreRequestSchool2 = Uow.PreRequestSchool.GetById(GetInfoListById[1].UzpildytasDarzelis.Value);
temp.PasirinktasDarzelis_3 = GetInfoListById[2].PasirinktasDarzelis;
temp.PreSchool3 = Uow.Schools.GetById(GetInfoListById[2].PasirinktasDarzelis.Value);
temp.UzpildytasDarzelis_3 = GetInfoListById[2].UzpildytasDarzelis;
temp.PreRequestSchool3 = Uow.PreRequestSchool.GetById(GetInfoListById[2].UzpildytasDarzelis.Value);
temp.PasirinktasDarzelis_4 = GetInfoListById[3].PasirinktasDarzelis;
temp.PreSchool4 = Uow.Schools.GetById(GetInfoListById[3].PasirinktasDarzelis.Value);
temp.UzpildytasDarzelis_4 = GetInfoListById[3].UzpildytasDarzelis;
temp.PreRequestSchool4 = Uow.PreRequestSchool.GetById(GetInfoListById[3].UzpildytasDarzelis.Value);
temp.PasirinktasDarzelis_5 = GetInfoListById[4].PasirinktasDarzelis;
temp.PreSchool5 = Uow.Schools.GetById(GetInfoListById[4].PasirinktasDarzelis.Value);
temp.UzpildytasDarzelis_5 = GetInfoListById[4].UzpildytasDarzelis;
temp.PreRequestSchool5 = Uow.PreRequestSchool.GetById(GetInfoListById[4].UzpildytasDarzelis.Value);
temp.PrioritetuSuma = row.PrioritetuSuma;
temp.Accepted = row.Accepted;
temp.PriimtasDarzelis = row.PriimtasDarzelis;
if (row.PriimtasDarzelis.HasValue && row.Accepted)
{
temp.PreSchoolAccepted = Uow.Schools.GetById(row.PriimtasDarzelis.Value);
}
data15.Add(temp);
}
AllRequests = data15;
AllRequests = AllRequests.OrderByDescending(p => p.PrioritetuSuma).ToList();
AllDeclinedRequests = AllRequests.Where(x => x.Accepted == false).ToList();
AllAcceptedRequests = AllRequests.Where(x => x.Accepted == true).ToList();
}
