/*!
\file
\brief Test file for dual control of ARX models

Todo, more info...
 */

#include "estim/arx.h"
#include "base/datasources.h"
#include "base/loggers.h"

#include "arx1_ctrl.h"

using namespace bdm;

#ifdef MEX
#include <itpp/itmex.h>
#include "mex/mex_BM.h"
#include "mex/mex_logger.h"
#include "mex/mex_datasource.h"

void mexFunction ( int n_output, mxArray *output[], int n_input, const mxArray *input[] ) {
	// Check the number of inputs and output arguments
	if ( n_input<1 ) mexErrMsgTxt ( "Usage:\n"
	     "  result=iterativemc(config_str)\n" 
		 "with config_str with fields .b, .y0, .ndat, controller"
		 );
	
	RV::clear_all();
	//zde se zpracuji vstupni data
	UImxArray Cfg(input[0]);
	//DBG
	Cfg.writeFile ( "iterativemc.cfg" );
	
#else
int main ( int argc, char* argv[] ) {
	const char *fname;
	if ( argc>1 ) {
		fname = argv[1];
	} else {
		fname="iterativemc.cfg";
	}
	UIFile Cfg ( fname );
#endif

	// parametry vyskytujici se v algoritmu
	double b;
	double sigma;
	double ytm;
	double yr;
	int Ndat;
	
		// cteni ze souboru
		UI::get(b,Cfg,"b",UI::compulsory);
		UI::get(sigma,Cfg,"sigma",UI::compulsory);
		if(!UI::get(ytm,Cfg,"yt0",UI::optional)){
			ytm=0.0; // start at zero
		}
		if(!UI::get(yr,Cfg,"yr",UI::optional)){
			yr=1.0; // requested value
		}
		if(!UI::get(Ndat,Cfg,"ndat",UI::optional)){
			Ndat=30;
		}
		shared_ptr<Controller> C=UI::build<Controller>(Cfg,"controller",UI::compulsory);
		
		int seed;
		if(UI::get(seed,Cfg,"seed",UI::optional)){
			RNG_reset(seed);
		} else {
			RNG_randomize();
		}
	// zpusob ukladani vysledku, pokud se zada jiny, lze zadat jako polocku logger v konfiguraci
	shared_ptr<logger> L = UI::build<logger> ( Cfg, "logger",UI::optional );
	if ( !L ) {
		#ifdef MEX
		//mex logger has only from_setting constructor - we  have to fill it...
		L=new mexlog ( Ndat );
		#else
		L=new stdlog();
		#endif
	}
	
	// create ARX system
	mlnorm<fsqmat> Sys;
	mat theta=ones(1,2);
	theta(1) = b;
	Sys.set_parameters(theta,vec_1(0.0),sigma*sigma*eye(1));
	
	// decide what will be stored
	RV y("y",1); // name random variable
	RV u("u",1); // name random variable
	int L_yt=L->add(y);
	int L_ut=L->add(u);
	C->log_add(*L);
	L->init();
	
	vec psi(2);       // regressor
	double ut;        // input
	vec yt;
	
	for ( int tK=0;tK<Ndat;tK++ ) {
		//yt has now meaning of yt-1
		//design controller
		C->adapt(vec_1(ytm));
		ut = C->ctrlaction(vec_1(ytm))(0);   // the best controller there is
		
		//prepare regressor
		psi(0) = ytm; // now it is t-1
		psi(1) = ut;
		// simulate system
		yt = 	Sys.samplecond(psi); 
		ytm = yt(0);
		
		//save results
		L->logit(L_yt, yt);
		L->logit(L_ut, vec_1(ut));
		C->logit(*L);
		L->step();
	}

	L->finalize();
	// ------------------ End of routine -----------------------------

#ifdef MEX
	mexlog* mL=dynamic_cast<mexlog*> ( L.get() );

	if ( mL ) { // user wants output!!
		if ( n_output<1 ) mexErrMsgTxt ( "Wrong number of output variables!" );
		output[0] = mL->toCell();
	}
#endif
}