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NDB.cpp
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//---------------------------------------------------------------------------
#include <vcl.h>
#include <stdlib.h>
#pragma hdrstop
#include <fstream.h>
#include "Neuron\\Delta_Net.h" // header oh DN
#include "A_func\\Date_conv.h" // date-hour converter header
#include "NDB.h" // this form
#include "NChart.h" // zoomed chart form
#include "LogWindow.h" // login window
#include "Delta_Net_Test.h" // demo of dummy DN
#include "NANA_test.h" // demo of dummy\param perceptron
//---------------------------------------------------------------------------
#pragma package(smart_init)
#pragma link "daADCompClient"
#pragma link "daADCompDataSet"
#pragma link "daADDAptIntf"
#pragma link "daADDatSManager"
#pragma link "daADGUIxFormsControls"
#pragma link "daADGUIxFormsfAsync"
#pragma link "daADGUIxFormsfError"
#pragma link "daADGUIxFormsfLogin"
#pragma link "daADGUIxFormsfQBldr"
#pragma link "daADGUIxFormsQBldr"
#pragma link "daADGUIxFormsWait"
#pragma link "daADPhysIntf"
#pragma link "daADPhysManager"
#pragma link "daADPhysMySQL"
#pragma link "daADStanDef"
#pragma link "daADStanIntf"
#pragma link "daADStanOption"
#pragma link "daADStanParam"
#pragma link "CGAUGES"
#pragma link "CSPIN"
#pragma resource "*.dfm"
TForm4 *Form4;
// control values
int clearn=100;
double* learn_error=new double[10000];
// NN DEFINITION
Delta_Net* DN;
Delta_Net* DNY;
Delta_Net* DNM;
Delta_Net* DND;
Delta_Net* DNH;
// converter
DH_Converter* DHC;
int in_p=16;
int out_p=3;
double* inp = new double[in_p+out_p];
double* inp2 = new double[in_p];
double* outp = new double[out_p];
double* outp2 = new double[out_p];
double* canonic_output_real=new double[in_p+out_p];
double* outp2v = new double[out_p];
double* canonic_output_realv=new double[in_p+out_p];
// special
double ND=1;
// pre-func
double* CompressInput(double input[],int N,int type,int etta)
{
// THIS IS WRONG!!!
double betta=5.0;
// END OF WRONG!!!
double* new_input = new double[N];
double max,min,measure;
max=input[0];
min=input[0];
for (int i=0;i<N;i++)
{ if (max<input[i]) max=input[i]; if (min>input[i]) min=input[i]; }
//if (abs(max)>abs(min)) measure=max;
//else measure=min;
for (int j=0;j<N;j++)
new_input[j]=input[j]-min;
switch (type)
{
case 5:
{
for (int k=0;k<N;k++)
{
if ((max-min)!=0)
new_input[k]=new_input[k]*(2*betta/(max-min))-betta;
else new_input[k]=0;
}
}
break;
}
return new_input;
}
double* CompressOutput(double output[],int N,int type,int etta)
{
// THIS IS WRONG!!!
double betta=1;
// END OF WRONG!!!
double* new_output = new double[N];
double max,min,measure;
max=output[0];
min=output[0];
for (int i=0;i<N;i++)
{ if (max<output[i]) max=output[i]; if (min>output[i]) min=output[i]; }
//if (abs(max)>abs(min)) measure=max;
//else measure=min;
for (int j=0;j<N;j++)
new_output[j]=output[j]-min;
switch (type)
{
case 5:
{
for (int k=0;k<N;k++)
{
if ((max-min)!=0)
new_output[k]=new_output[k]*(betta/(max-min));
else new_output[k]=0;
}
}
break;
}
return new_output;
}
//
//---------------------------------------------------------------------------
__fastcall TForm4::TForm4(TComponent* Owner)
: TForm(Owner)
{
}
//---------------------------------------------------------------------------
void __fastcall TForm4::Button1Click(TObject *Sender)
{
CGauge1->MaxValue=Memo1->Lines->Count;
// PARSE!
for (int i=0;i<Memo1->Lines->Count;i++)
{
CGauge1->Progress=i+1;
AnsiString S_T=Memo1->Lines->Strings[i];
int length = S_T.Length();
char s_year[5];
char s_month[3];
char s_day[3];
char s_hour[3];
char s_minute[3];
char s_level[7];
int state=0;
int k=0;
for (int j=1;j<=length;j++)
{
if (S_T[j]==' ' || S_T[j]==':')
{ state++; k=0; j++; }
if (state==1)
{ s_year[k]=S_T[j]; s_year[k+1]='\0'; k++; if (k==4) { state=2; k=0; } }
else if (state==2)
{ s_month[k]=S_T[j]; s_month[k+1]='\0'; k++; if (k==2) { state=3; k=0; } }
else if (state==3)
{ s_day[k]=S_T[j]; s_day[k+1]='\0'; k++; if (k==2) { k=0; } }
else if (state==4)
{ s_hour[k]=S_T[j]; s_hour[k+1]='\0'; k++; if (k==2) { k=0; } }
else if (state==5)
{ s_minute[k]=S_T[j]; s_minute[k+1]='\0'; k++; if (k==2) { k=0; } }
else if (state==6)
{ s_level[k]=S_T[j]; s_level[k+1]='\0'; k++; }
}
/*ListBox1->Items->Add(AnsiString(s_year));
ListBox2->Items->Add(AnsiString(s_month));
ListBox3->Items->Add(AnsiString(s_day));
ListBox4->Items->Add(AnsiString(s_hour));
ListBox5->Items->Add(AnsiString(s_minute));
ListBox6->Items->Add(AnsiString(s_level));*/
ADQuery2->SQL->Text="INSERT INTO H_DATA (id_station, s_year, s_month, s_day, s_hour, s_minute, s_level) VALUES ( 1, "+AnsiString(s_year)+", "+AnsiString(s_month)+", "+AnsiString(s_day)+", "+AnsiString(s_hour)+", "+AnsiString(s_minute)+", "+AnsiString(s_level)+");";
ADQuery2->ExecSQL();
}
}
//---------------------------------------------------------------------------
void __fastcall TForm4::Button2Click(TObject *Sender)
{
ADQuery1->Close();
ADQuery1->SQL->Text=Memo1->Text;
ADQuery1->ExecSQL();
}
//---------------------------------------------------------------------------
void __fastcall TForm4::Button3Click(TObject *Sender)
{
ADQuery1->SQL->Text=Memo1->Text;
ADQuery1->Open();
Series1->Clear();
int i=0;
while (!ADQuery1->Eof)
{ i++; Series1->AddXY(i,ADQuery1->FieldByName("a_level")->AsFloat); ADQuery1->Next(); }
}
//---------------------------------------------------------------------------
void __fastcall TForm4::Button4Click(TObject *Sender)
{
ifstream r;
bool state = false;
AnsiString TMP;
char buffer[1024];
if (OpenDialog1->Execute())
{
r.open((OpenDialog1->FileName).c_str(),ios::in);
for (;;)
{
r.getline(buffer,1024);
TMP=AnsiString(buffer);
if (TMP=="</pre>")
break;
else
{
if (TMP=="Station Date Time Pred 6 Min.")
state=true;
else if (state)
Memo1->Lines->Add(TMP);
}
}
r.close();
//if (OpenDialog1->Execute())
}
// Memo2->Lines->LoadFromFile(OpenDialog1->FileName);//
// for (int i=0;i<Memo2->Lines->Count;i++)
// if (Memo2->Lines->Strings[i]!="Station Date Time Pred 6 Min.")
// Memo2->Lines->Delete(i);
// else { Memo2->Lines->Delete(i); break; }
// }
//Memo1->Text=Memo2->Text;
//Memo2->Lines->Clear();
}
//---------------------------------------------------------------------------
void __fastcall TForm4::Load_From_FileClick(TObject *Sender)
{
char buffer[1024];
if (OpenDialog1->Execute())
{
ifstream r,f;
bool state = false;
AnsiString TMP;
f.open((OpenDialog1->FileName).c_str(),ios::in);
int numberof_m=0;
int n=0;
CGauge1->MinValue=0;
CGauge1->MaxValue=2;
randomize();
while (!f.eof())
{
CGauge1->Progress=random(CGauge1->MaxValue);
f.getline(buffer,1024);
CGauge1->MaxValue++;
}
f.close();
ShowMessage("Staring SQL process with "+AnsiString(CGauge1->MaxValue)+" rows!");
r.open((OpenDialog1->FileName).c_str(),ios::in);
for (int i=0;;i++)
{
r.getline(buffer,1024);
CGauge1->Progress=i;
TMP=AnsiString(buffer);
if (TMP=="</pre>" || r.eof())
break;
else
{
if (TMP=="Station Date Time Pred 6 Min.")
state=true;
else if (state)
{
AnsiString S_T=TMP;
int length = S_T.Length();
char s_year[5];
char s_month[3];
char s_day[3];
char s_hour[3];
char s_minute[3];
char s_level[7];
int state=0;
int k=0;
for (int j=1;j<=length;j++)
{
if (S_T[j]==' ' || S_T[j]==':')
{ state++; k=0; j++; }
if (state==1)
{ s_year[k]=S_T[j]; s_year[k+1]='\0'; k++; if (k==4) { state=2; k=0; } }
else if (state==2)
{ s_month[k]=S_T[j]; s_month[k+1]='\0'; k++; if (k==2) { state=3; k=0; } }
else if (state==3)
{ s_day[k]=S_T[j]; s_day[k+1]='\0'; k++; if (k==2) { k=0; } }
else if (state==4)
{ s_hour[k]=S_T[j]; s_hour[k+1]='\0'; k++; if (k==2) { k=0; } }
else if (state==5)
{ s_minute[k]=S_T[j]; s_minute[k+1]='\0'; k++; if (k==2) { k=0; } }
else if (state==6)
{ s_level[k]=S_T[j]; s_level[k+1]='\0'; k++; }
}
ADQuery2->SQL->Text="INSERT INTO H_DATA (id_station, s_year, s_month, s_day, s_hour, s_minute, s_level) VALUES ("+ Edit1->Text + ", "+AnsiString(s_year)+", "+AnsiString(s_month)+", "+AnsiString(s_day)+", "+AnsiString(s_hour)+", "+AnsiString(s_minute)+", "+AnsiString(s_level)+");";
ADQuery2->ExecSQL();
}
}
}
r.close();
}
}
//---------------------------------------------------------------------------
void __fastcall TForm4::Button5Click(TObject *Sender)
{
ADQuery1->SQL->Text="SELECT id_station, s_year, s_month, s_day, s_hour, avg(s_level) as a_level FROM H_DATA WHERE id_station="+AnsiString(Edit1->Text)+" and s_year="+AnsiString(CSpinEdit1->Value)+" and s_month="+AnsiString(CSpinEdit2->Value)+" and s_day="+AnsiString(CSpinEdit3->Value)+" GROUP BY s_hour ORDER BY s_year, s_month, s_day, s_hour DESC LIMIT 0,"+AnsiString(CSpinEdit4->Value);
Memo1->Text=ADQuery1->SQL->Text;
ADQuery1->Open();
Series1->Clear();
for (int i=0;i<CSpinEdit4->Value;i++)
{ Series1->AddXY(i,ADQuery1->FieldByName("a_level")->AsFloat); ADQuery1->Next(); }
}
//---------------------------------------------------------------------------
void __fastcall TForm4::Button6Click(TObject *Sender)
{
int intervals=CSpinEdit4->Value;
int a_years=CSpinEdit1->Value;
int a_months=CSpinEdit2->Value;
int a_days=CSpinEdit3->Value;
int a_hours=CSpinEdit6->Value;
int d_months, d_days, d_hours;
d_hours=a_hours-intervals;
if (d_hours>=0) // interval less than one day
Edit2->Text=AnsiString(a_years)+" "+AnsiString(a_months)+" "+AnsiString(a_days)+" "+AnsiString(d_hours);
else
{
d_days=a_days-(1-int(d_hours/24));
if (d_days>1)
if (d_hours%24!=0)
Edit2->Text=AnsiString(a_years)+" "+AnsiString(a_months)+" "+AnsiString(d_days)+" "+AnsiString(24*(1-int(d_hours/24))+d_hours);
else
Edit2->Text=AnsiString(a_years)+" "+AnsiString(a_months)+" "+AnsiString(d_days+1)+" "+AnsiString(0);
else
{
d_months=a_months-1;
if (d_months>0)
{
if (d_months==3 || d_months==5 || d_months==7 || d_months==8 || d_months==10 || d_months==12)
{
d_days=31+d_days;
if (d_hours%24!=0)
Edit2->Text=AnsiString(a_years)+" "+AnsiString(d_months)+" "+AnsiString(d_days)+" "+AnsiString(24*(1-int(d_hours/24))+d_hours);
else
Edit2->Text=AnsiString(a_years)+" "+AnsiString(d_months)+" "+AnsiString(d_days+1)+" "+AnsiString(0);
}
else if (d_months==4 || d_months==6 || d_months==9 || d_months==11)
{
d_days=30+d_days;
if (d_hours%24!=0)
Edit2->Text=AnsiString(a_years)+" "+AnsiString(d_months)+" "+AnsiString(d_days)+" "+AnsiString(24*(1-int(d_hours/24))+d_hours);
else
Edit2->Text=AnsiString(a_years)+" "+AnsiString(d_months)+" "+AnsiString(d_days+1)+" "+AnsiString(0);
}
else if (d_months==2)
{
if (a_years%400==0 || ((a_years%4==0) && (a_years%100!=0)))
d_days=29+d_days;
else
d_days=28+d_days;
if (d_hours%24!=0)
Edit2->Text=AnsiString(a_years)+" "+AnsiString(d_months)+" "+AnsiString(d_days)+" "+AnsiString(24*(1-int(d_hours/24))+d_hours);
else
Edit2->Text=AnsiString(a_years)+" "+AnsiString(d_months)+" "+AnsiString(d_days+1)+" "+AnsiString(0);
}
}
else // month a more !!!!!!!!!!!! here!
{
d_days=31+d_days;
d_months=12;
if (d_hours%24!=0)
Edit2->Text=AnsiString(a_years-1)+" "+AnsiString(d_months)+" "+AnsiString(d_days)+" "+AnsiString(24*(1-int(d_hours/24))+d_hours);
else
Edit2->Text=AnsiString(a_years-1)+" "+AnsiString(d_months)+" "+AnsiString(d_days+1)+" "+AnsiString(0);
}
}
}
}
//---------------------------------------------------------------------------
void __fastcall TForm4::Button7Click(TObject *Sender)
{
CGauge1->MaxValue=2008;
CGauge1->MinValue=1900;
for (int s_years=1900;s_years<2009;s_years++)
{
CGauge1->Progress=s_years;
for (int s_months=1;s_months<13;s_months++)
{
ADQuery1->Close();
ADQuery1->SQL->Text="CALL insert_days("+AnsiString(Edit1->Text)+","+AnsiString(s_years)+","+AnsiString(s_months)+");";
ADQuery1->ExecSQL();
}
}
}
//---------------------------------------------------------------------------
void __fastcall TForm4::Button8Click(TObject *Sender)
{
CGauge1->MaxValue=2008;
CGauge1->MinValue=1900;
for (int s_years=1900;s_years<2009;s_years++)
{
CGauge1->Progress=s_years;
ADQuery1->Close();
ADQuery1->SQL->Text="CALL insert_months("+AnsiString(Edit1->Text)+","+AnsiString(s_years)+");";
ADQuery1->ExecSQL();
}
}
//---------------------------------------------------------------------------
void __fastcall TForm4::Button9Click(TObject *Sender)
{
ADQuery1->Close();
ADQuery1->SQL->Text="CALL insert_years("+AnsiString(Edit1->Text)+");";
ADQuery1->ExecSQL();
}
//---------------------------------------------------------------------------
void __fastcall TForm4::Button10Click(TObject *Sender)
{
DN = new Delta_Net(in_p,out_p,false,2,2,5,1,1,0.2,1,5);
}
//---------------------------------------------------------------------------
void __fastcall TForm4::Button11Click(TObject *Sender)
{
for (int m=0;m<clearn;m++)
learn_error[m]=0;
CGauge1->MaxValue=clearn;
DN->Learning_SetAlpha(1);
DN->Learning_SetEpsilon(0.2);
DN->Learning_SetEtta(0.2);
DN->LearningState(true);
double* inp = new double[in_p+out_p];
double* inp2 = new double[in_p];
double* inp_inrange = new double[in_p];
double* outp = new double[out_p];
double* outp2 = new double[out_p];
double* canonic_output_real=new double[in_p+out_p];
randomize();
for (int k=0;k<clearn;k++)
{
CGauge1->Progress=k+1;
/*
ND=100+(-50+random(1000)*0.1);
if (!ND)
ND=1;
for (int i=0;i<(out_p+in_p);i++)
{
inp[i]=sin((i*0.2)/(ND*0.01));
if (i<12)
inp2[i]=sin((i*0.2)/(ND*0.01));
} */
//ADQuery1->SQL->Text=Memo1->Text;
int ry,rm,rd,rs;
rs=random(5)+1;
ry=random(107)+1901;
rm=random(12)+1;
rd=random(12);
// INPUT
ADQuery1->SQL->Text="select id_station, s_year, s_month, s_day, s_level as a_level from HD_DATA where id_station="+AnsiString(rs)+" AND s_year="+AnsiString(ry)+" AND s_month="+AnsiString(rm)+" AND s_day>"+AnsiString(rd)+" AND s_day<"+AnsiString(rd+in_p)+" ORDER BY s_year, s_month, s_day ASC LIMIT 0,"+AnsiString(in_p);
ADQuery1->Open();
Series1->Clear();
int i=0;
while (!ADQuery1->Eof)
{
i++;
//Series1->AddXY(i,ADQuery1->FieldByName("a_level")->AsFloat);
//inp[i]=ADQuery1->FieldByName("a_level")->AsFloat;
inp2[i]=ADQuery1->FieldByName("a_level")->AsFloat;
ADQuery1->Next();
}
ADQuery1->Close();
//Sleep(500);
/*// OUTPUT
ADQuery1->SQL->Text="select id_station, s_year, s_month, s_day, s_level as a_level from HD_DATA where id_station="+AnsiString(Edit1->Text)+" AND s_year="+AnsiString(ry)+" AND s_month="+AnsiString(rm)+" AND s_day>"+AnsiString(rd+in_p)+" AND s_day<"+AnsiString(rd+in_p+out_p)+" ORDER BY s_year, s_month, s_day ASC LIMIT 0,"+AnsiString(out_p);
ADQuery1->Open();
i=0;
while (!ADQuery1->Eof)
{
//ShowMessage("!!!");
i++;
//Series1->AddXY(i,ADQuery1->FieldByName("a_level")->AsFloat);
outp[i]=ADQuery1->FieldByName("a_level")->AsFloat;
outp2[i]=outp[i];
ADQuery1->Next();
}
ADQuery1->Close();*/
// FULL_OUT
ADQuery1->SQL->Text="select id_station, s_year, s_month, s_day, s_level as a_level from HD_DATA where id_station="+AnsiString(rs)+" AND s_year="+AnsiString(ry)+" AND s_month="+AnsiString(rm)+" AND s_day>"+AnsiString(rd)+" AND s_day<"+AnsiString(rd+in_p+out_p)+" ORDER BY s_year, s_month, s_day ASC LIMIT 0,"+AnsiString(out_p+in_p);
ADQuery1->Open();
i=0;
while (!ADQuery1->Eof)
{
i++;
//Series1->AddXY(i,ADQuery1->FieldByName("a_level")->AsFloat);
inp[i]=ADQuery1->FieldByName("a_level")->AsFloat;
ADQuery1->Next();
}
//ADQuery1->Close();
canonic_output_real=CompressOutput(inp,(out_p+in_p),5,1);
for (int j=0;j<out_p;j++)
outp[j]=canonic_output_real[j+in_p];
//DN->Learn(inp,outp);
DN->Learn(inp2,outp);
//DN->Calculate(inp2);
outp2=DN->Display();
Series1->Clear();
Series2->Clear();
Form6->Series1->Clear();
Form6->Series2->Clear();
for (int i0=1;i0<in_p;i0++)
{
Series1->AddXY(i0,canonic_output_real[i0]);
Series2->AddXY(i0,canonic_output_real[i0]);
Form6->Series1->AddXY(i0,canonic_output_real[i0]);
Form6->Series2->AddXY(i0,canonic_output_real[i0]);
}
for (int j0=1;j0<out_p;j0++)
{
//ShowMessage(AnsiString(k)+" "+AnsiString(clearn));
learn_error[k]+=canonic_output_real[j0+in_p]-outp2[j0];
//ShowMessage(learn_error[k]);
Series1->AddXY(in_p+j0,canonic_output_real[j0+in_p]);
Form6->Series1->AddXY(in_p+j0,canonic_output_real[j0+in_p]);
Series2->AddXY(in_p+j0,outp2[j0]);
Form6->Series2->AddXY(in_p+j0,outp2[j0]);
}
}
}
//---------------------------------------------------------------------------
void __fastcall TForm4::Button12Click(TObject *Sender)
{
DN->Learning_SetAlpha(1);
DN->Learning_SetEpsilon(0.2);
DN->Learning_SetEtta(0.2);
DN->LearningState(true);
double* inp = new double[in_p+out_p];
double* inp2 = new double[in_p];
double* inp_inrange = new double[in_p];
double* outp = new double[out_p];
double* outp2 = new double[out_p];
double* canonic_output_real=new double[in_p+out_p];
randomize();
if (Form5->CheckBox1->Checked)
{//for (int k=0;k<10;k++)
//{
ND=100+(-50+random(1000)*0.1);
if (!ND)
ND=1;
for (int i=0;i<(out_p+in_p);i++)
{
inp[i]=sin((i*0.2)/(ND*0.01));
if (i<12)
inp2[i]=sin((i*0.2)/(ND*0.01));
}
}
//ADQuery1->SQL->Text=Memo1->Text;
else
{
int ry,rm,rd,rs;
ry=random(108)+1901;
rm=random(12)+1;
rd=random(12);
rs=random(5)+1;
// INPUT
ADQuery1->SQL->Text="select id_station, s_year, s_month, s_day, s_level as a_level from HD_DATA where id_station="+AnsiString(rs)+" AND s_year="+AnsiString(ry)+" AND s_month="+AnsiString(rm)+" AND s_day>"+AnsiString(rd)+" AND s_day<"+AnsiString(rd+in_p)+" ORDER BY s_year, s_month, s_day ASC LIMIT 0,"+AnsiString(in_p);
ADQuery1->Open();
Series1->Clear();
int i=0;
while (!ADQuery1->Eof)
{
i++;
//Series1->AddXY(i,ADQuery1->FieldByName("a_level")->AsFloat);
//inp[i]=ADQuery1->FieldByName("a_level")->AsFloat;
inp2[i]=ADQuery1->FieldByName("a_level")->AsFloat;
ADQuery1->Next();
}
ADQuery1->Close();
//Sleep(500);
/*// OUTPUT
ADQuery1->SQL->Text="select id_station, s_year, s_month, s_day, s_level as a_level from HD_DATA where id_station="+AnsiString(Edit1->Text)+" AND s_year="+AnsiString(ry)+" AND s_month="+AnsiString(rm)+" AND s_day>"+AnsiString(rd+in_p)+" AND s_day<"+AnsiString(rd+in_p+out_p)+" ORDER BY s_year, s_month, s_day ASC LIMIT 0,"+AnsiString(out_p);
ADQuery1->Open();
i=0;
while (!ADQuery1->Eof)
{
//ShowMessage("!!!");
i++;
//Series1->AddXY(i,ADQuery1->FieldByName("a_level")->AsFloat);
outp[i]=ADQuery1->FieldByName("a_level")->AsFloat;
outp2[i]=outp[i];
ADQuery1->Next();
}
ADQuery1->Close();*/
// FULL_OUT
ADQuery1->SQL->Text="select id_station, s_year, s_month, s_day, s_level as a_level from HD_DATA where id_station="+AnsiString(rs)+" AND s_year="+AnsiString(ry)+" AND s_month="+AnsiString(rm)+" AND s_day>"+AnsiString(rd)+" AND s_day<"+AnsiString(rd+in_p+out_p)+" ORDER BY s_year, s_month, s_day ASC LIMIT 0,"+AnsiString(out_p+in_p);
ADQuery1->Open();
i=0;
while (!ADQuery1->Eof)
{
i++;
//Series1->AddXY(i,ADQuery1->FieldByName("a_level")->AsFloat);
inp[i]=ADQuery1->FieldByName("a_level")->AsFloat;
ADQuery1->Next();
}
//ADQuery1->Close();
}
canonic_output_real=CompressOutput(inp,(out_p+in_p),5,1);
for (int j=0;j<out_p;j++)
outp[j]=canonic_output_real[j+in_p];
//DN->Learn(inp,outp);
DN->Calculate(inp2);
//DN->Calculate(inp2);
outp2=DN->Display();
Series1->Clear();
Series2->Clear();
for (int i0=1;i0<in_p;i0++)
{
Series1->AddXY(i0,canonic_output_real[i0]);
Series2->AddXY(i0,canonic_output_real[i0]);
}
for (int j0=1;j0<out_p;j0++)
{
Series1->AddXY(in_p+j0,canonic_output_real[j0+in_p]);
//Series1->AddXY(12+j0,outp[j0]);
Series2->AddXY(in_p+j0,outp2[j0]);
}
//}
}
//---------------------------------------------------------------------------
void __fastcall TForm4::Button13Click(TObject *Sender)
{
// CASCADE!
int DN_loc_id=1;
ADQuery1->SQL->Text="DELETE FROM DN_EDGES WHERE DN_id="+AnsiString(DN_loc_id);
ADQuery1->ExecSQL(); //
const int dim=DN->ShowM()*DN->ShowN()*DN->ShowM();
double* cedg = new double[dim];
double* vedg = new double[dim];
AnsiString tmp_string;
cedg=DN->SaveCEdges();
vedg=DN->SaveVEdges();
/*for (int j=0;j<dim;j++)
if (vedg[j]!=1)
{ ShowMessage(AnsiString(j)+":"+vedg[j]); }*/
CGauge1->MaxValue=dim;
for (int i=0;i<dim;i++)
{
CGauge1->Progress=i+1;
tmp_string=AnsiString(vedg[i]);
try
{
//if (vedg[i]!=1 && vedg[i]!=0)
for(int j=1;j<tmp_string.Length();j++)
if (tmp_string[j]==',') { tmp_string[j]='.'; break; }
ADQuery1->SQL->Text="INSERT INTO DN_EDGES (DN_id, e_type, e_num, e_value) VALUES (+"+AnsiString(DN_loc_id)+", 0, "+AnsiString(i)+", "+tmp_string+");";
ADQuery1->ExecSQL(); //
}
catch (...)
{ ShowMessage("verr:"+AnsiString(i)+":"+tmp_string); }
//}
//for (int i=0;i<dim;i++)
//{
tmp_string=AnsiString(cedg[i]);
try {
//if (cedg[i]!=1 && cedg[i]!=0)
for(int j=1;j<tmp_string.Length();j++)
if (tmp_string[j]==',') { tmp_string[j]='.'; break; }
ADQuery1->SQL->Text="INSERT INTO DN_EDGES (DN_id, e_type, e_num, e_value) VALUES ("+AnsiString(1)+", 1, "+AnsiString(i)+", "+tmp_string+");";
ADQuery1->ExecSQL();
}
catch (...)
{ ShowMessage("cerr:"+AnsiString(i)+":"+tmp_string); }
}
}
//---------------------------------------------------------------------------
void __fastcall TForm4::Button14Click(TObject *Sender)
{
int DN_loc_id=1;
const int dim=DN->ShowM()*DN->ShowN()*DN->ShowM();
double* cedg = new double[dim];
double* vedg = new double[dim]; //
int i;
//this is not so correct, but whatta hell!
ADQuery2->SQL->Text="select * from DN_edges where DN_id="+AnsiString(1)+" AND e_type=0 AND e_num>0 AND e_num<5000 ORDER BY e_num";
ADQuery2->Open();
i=0;
while (!ADQuery2->Eof)
{
i++;
vedg[i]=ADQuery2->FieldByName("e_value")->AsFloat;
ADQuery2->Next();
//if (!(i%1000))
//ShowMessage(AnsiString(i));
}
ADQuery2->Close();
//ShowMessage("1.1 done");
//
ADQuery2->SQL->Text="select * from DN_edges where DN_id="+AnsiString(DN_loc_id)+" AND e_type=0 AND e_num>4999 AND e_num<10000 ORDER BY e_num";
ADQuery2->Open();
while (!ADQuery2->Eof)
{
i++;
vedg[i]=ADQuery2->FieldByName("e_value")->AsFloat;
ADQuery2->Next();
//if (!(i%1000))
//ShowMessage(AnsiString(i));
}
ADQuery2->Close();
//ShowMessage("1.2 done");
//
ADQuery2->SQL->Text="select * from DN_edges where DN_id="+AnsiString(1)+" AND e_type=0 AND e_num>9999 AND e_num<15000 ORDER BY e_num";
ADQuery2->Open();
while (!ADQuery2->Eof)
{
i++;
vedg[i]=ADQuery2->FieldByName("e_value")->AsFloat;
ADQuery2->Next();
//if (!(i%1000))
//ShowMessage(AnsiString(i));
}
ADQuery2->Close();
//ShowMessage("1.3 done");
//
ADQuery2->SQL->Text="select * from DN_edges where DN_id="+AnsiString(1)+" AND e_type=0 AND e_num>14999 AND e_num<20000 ORDER BY e_num";
ADQuery2->Open();
while (!ADQuery2->Eof)
{
i++;
vedg[i]=ADQuery2->FieldByName("e_value")->AsFloat;
ADQuery2->Next();
//if (!(i%1000))
//ShowMessage(AnsiString(i));
}
ADQuery2->Close();
//ShowMessage("1.4 done");
ADQuery2->SQL->Text="select * from DN_edges where DN_id="+AnsiString(1)+" AND e_type=1";
ADQuery2->Open();
i=0;
while (!ADQuery2->Eof)
{
i++;
cedg[i]=ADQuery2->FieldByName("e_value")->AsFloat;
ADQuery2->Next();
}
ADQuery2->Close();
//ShowMessage("2 done");
DN->LoadEdges(cedg,vedg);
}
//---------------------------------------------------------------------------
void __fastcall TForm4::Button15Click(TObject *Sender)
{
Form5->ShowModal();
}
//---------------------------------------------------------------------------
void __fastcall TForm4::CSpinEdit7Change(TObject *Sender)
{
try {
clearn=CSpinEdit7->Value;
}
catch (...)
{
clearn=100;
}
//delete learn_error;
//learn_error=new double[clearn+1];
}
//---------------------------------------------------------------------------
void __fastcall TForm4::Button16Click(TObject *Sender)
{
Series1->Clear();
Series2->Clear();
//int rep=0;
//if (clearn>500) rep=clearn%500;
for (int i=0;i<clearn;i++)
{
//if (!rep || !(i%rep))
//{
Series1->AddXY(i,0);
Series2->AddXY(i,learn_error[i]);
//}
}
}
//---------------------------------------------------------------------------
void __fastcall TForm4::Panel1Click(TObject *Sender)
{
CGauge1->MaxValue=Memo1->Lines->Count;
// PARSE!
for (int i=0;i<Memo1->Lines->Count;i++)
{
CGauge1->Progress=i+1;
AnsiString S_T=Memo1->Lines->Strings[i];
int length = S_T.Length();
char s_year[5];
char s_month[3];
char s_day[3];
char s_hour[3];
char s_minute[3];
char s_level[7];
int state=0;
int k=0;
for (int j=1;j<=length;j++)
{
if (S_T[j]==' ' || S_T[j]==':')
{ state++; k=0; j++; }
if (state==1)
{ s_year[k]=S_T[j]; s_year[k+1]='\0'; k++; if (k==4) { state=2; k=0; } }
else if (state==2)
{ s_month[k]=S_T[j]; s_month[k+1]='\0'; k++; if (k==2) { state=3; k=0; } }
else if (state==3)
{ s_day[k]=S_T[j]; s_day[k+1]='\0'; k++; if (k==2) { k=0; } }
else if (state==4)
{ s_hour[k]=S_T[j]; s_hour[k+1]='\0'; k++; if (k==2) { k=0; } }
else if (state==5)
{ s_minute[k]=S_T[j]; s_minute[k+1]='\0'; k++; if (k==2) { k=0; } }
else if (state==6)
{ s_level[k]=S_T[j]; s_level[k+1]='\0'; k++; }
}
/*ListBox1->Items->Add(AnsiString(s_year));
ListBox2->Items->Add(AnsiString(s_month));
ListBox3->Items->Add(AnsiString(s_day));
ListBox4->Items->Add(AnsiString(s_hour));
ListBox5->Items->Add(AnsiString(s_minute));
ListBox6->Items->Add(AnsiString(s_level));*/
ADQuery2->SQL->Text="INSERT INTO H_DATA (id_station, s_year, s_month, s_day, s_hour, s_minute, s_level) VALUES ("+AnsiString(Edit1->Text)+", "+AnsiString(s_year)+", "+AnsiString(s_month)+", "+AnsiString(s_day)+", "+AnsiString(s_hour)+", "+AnsiString(s_minute)+", "+AnsiString(s_level)+");";
ADQuery2->ExecSQL();
}
}
//---------------------------------------------------------------------------
void __fastcall TForm4::Panel2Click(TObject *Sender)
{
ADQuery1->Close();
ADQuery1->SQL->Text=Memo1->Text;
ADQuery1->ExecSQL();
}
//---------------------------------------------------------------------------
void __fastcall TForm4::Panel3Click(TObject *Sender)
{
ADQuery1->SQL->Text=Memo1->Text;
ADQuery1->Open();
int i=0;
if (GFS_cb->Checked)
{
Series1->Clear();
Series2->Clear();
Form6->Series1->Clear();
Form6->Series2->Clear();
while (!ADQuery1->Eof)
{
i++;
Series1->AddXY(i,ADQuery1->FieldByName("a_level")->AsFloat);
Form6->Series1->AddXY(i,ADQuery1->FieldByName("a_level")->AsFloat);
ADQuery1->Next();
}
}
Form6->Chart1->Title->Text->Clear();
Form6->Chart1->Title->Text->Add("Nana.Sealevel.Prediction user query select");
}
//---------------------------------------------------------------------------
void __fastcall TForm4::Panel4Click(TObject *Sender)
{
// 1
// CASCADE!
int DN_loc_id=1;
ADQuery1->SQL->Text="DELETE FROM DN_EDGES WHERE DN_id="+AnsiString(DN_loc_id);
ADQuery1->ExecSQL(); //
const int dim=DN->ShowM()*DN->ShowN()*DN->ShowM();
double* cedg = new double[dim];
double* vedg = new double[dim];
AnsiString tmp_string;
cedg=DN->SaveCEdges();
vedg=DN->SaveVEdges();
/*for (int j=0;j<dim;j++)
if (vedg[j]!=1)
{ ShowMessage(AnsiString(j)+":"+vedg[j]); }*/
CGauge1->MaxValue=dim;
for (int i=0;i<dim;i++)
{
CGauge1->Progress=i+1;
tmp_string=AnsiString(vedg[i]);
try
{
//if (vedg[i]!=1 && vedg[i]!=0)
for(int j=1;j<tmp_string.Length();j++)
if (tmp_string[j]==',') { tmp_string[j]='.'; break; }
ADQuery1->SQL->Text="INSERT INTO DN_EDGES (DN_id, e_type, e_num, e_value) VALUES (+"+AnsiString(DN_loc_id)+", 0, "+AnsiString(i)+", "+tmp_string+");";
ADQuery1->ExecSQL(); //
}
catch (...)
{ ShowMessage("verr:"+AnsiString(i)+":"+tmp_string); }
//}
//for (int i=0;i<dim;i++)
//{
tmp_string=AnsiString(cedg[i]);
try {
//if (cedg[i]!=1 && cedg[i]!=0)
for(int j=1;j<tmp_string.Length();j++)
if (tmp_string[j]==',') { tmp_string[j]='.'; break; }
ADQuery1->SQL->Text="INSERT INTO DN_EDGES (DN_id, e_type, e_num, e_value) VALUES ("+AnsiString(DN_loc_id)+", 1, "+AnsiString(i)+", "+tmp_string+");";
ADQuery1->ExecSQL();
}
catch (...)
{ ShowMessage("cerr:"+AnsiString(i)+":"+tmp_string); }
}
//2
// CASCADE!
DN_loc_id=2;
ADQuery1->SQL->Text="DELETE FROM DN_EDGES WHERE DN_id="+AnsiString(DN_loc_id);
ADQuery1->ExecSQL(); //
//AnsiString tmp_string;
cedg=DNY->SaveCEdges();
vedg=DNY->SaveVEdges();
/*for (int j=0;j<dim;j++)
if (vedg[j]!=1)
{ ShowMessage(AnsiString(j)+":"+vedg[j]); }*/
CGauge1->MaxValue=dim;
for (int i=0;i<dim;i++)
{
CGauge1->Progress=i+1;
tmp_string=AnsiString(vedg[i]);
try
{
//if (vedg[i]!=1 && vedg[i]!=0)
for(int j=1;j<tmp_string.Length();j++)
if (tmp_string[j]==',') { tmp_string[j]='.'; break; }
ADQuery1->SQL->Text="INSERT INTO DN_EDGES (DN_id, e_type, e_num, e_value) VALUES (+"+AnsiString(DN_loc_id)+", 0, "+AnsiString(i)+", "+tmp_string+");";
ADQuery1->ExecSQL(); //
}
catch (...)
{ ShowMessage("verr:"+AnsiString(i)+":"+tmp_string); }
//}
//for (int i=0;i<dim;i++)
//{
tmp_string=AnsiString(cedg[i]);
try {
//if (cedg[i]!=1 && cedg[i]!=0)
for(int j=1;j<tmp_string.Length();j++)
if (tmp_string[j]==',') { tmp_string[j]='.'; break; }
ADQuery1->SQL->Text="INSERT INTO DN_EDGES (DN_id, e_type, e_num, e_value) VALUES ("+AnsiString(DN_loc_id)+", 1, "+AnsiString(i)+", "+tmp_string+");";
ADQuery1->ExecSQL();
}
catch (...)
{ ShowMessage("cerr:"+AnsiString(i)+":"+tmp_string); }
}
//3
// CASCADE!
ADQuery1->SQL->Text="DELETE FROM DN_EDGES WHERE DN_id="+AnsiString(DN_loc_id);
ADQuery1->ExecSQL(); //
cedg=DNM->SaveCEdges();
vedg=DNM->SaveVEdges();
/*for (int j=0;j<dim;j++)
if (vedg[j]!=1)
{ ShowMessage(AnsiString(j)+":"+vedg[j]); }*/