#include "stat/exp_family.h"
#include "stat/merger.h"

using namespace bdm;

using namespace bdm;

//These lines are needed for use of cout and endl
using std::cout;
using std::endl;

int main() {

	RNG_randomize();
	
	RV x ( "{x }","1" );
	RV y ( "{y }","1" );

	RV xy=x; xy.add(y);
	
	enorm<fsqmat> f1; f1.set_rv ( xy );
	enorm<fsqmat> f2; f1.set_rv ( xy );
		
	mat R1 ( "0.5 0.48; 0.48 0.5" );
	mat R2 ( "0.5 0; 0 0.1" );
	f1.set_parameters ( "1 1", R1);
	f2.set_parameters ( "1 1",mat ( "0.5 0; 0 0.1" ) );
	
	Array<mpdf* > A ( 2 );
	mepdf A1(&f1);
	mepdf A2(&f2);
	A ( 0 ) =&A1;
	A ( 1 ) =&A2;
	
	int Npoints=100;
	mat x_grid(1,Npoints);
	x_grid.set_row(0,linspace ( -2.0, 4.0, Npoints ));
	mat y_grid(1,Npoints);
	y_grid.set_row(0,linspace ( -2.0, 4.0, Npoints ));
	
	mat Grid (2,Npoints*Npoints);
	Grid.set_submatrix ( 0,0, kron(x_grid,ones(1,Npoints)) );
	Grid.set_submatrix ( 1,0, kron(ones(1,Npoints), y_grid) );
	
	merger_mix M ( A );
	enorm<fsqmat> g0; g0.set_rv(xy);
	g0.set_parameters(vec("1 1"),mat("10 0; 0 10"));
	
	M.set_parameters(1);
	M.set_method(LOGNORMAL,1e8);
	M.set_support(g0,400);
	M.merge();
	
	MixEF &MM = M._Mix();
	emix* MP = MM.epredictor(); //xy
	
	vec Res1 = M.evallog_m(Grid);
	mat Res2 = (MP)->evallog_M(Grid);
	
	it_file it("merger_2d_test.it");
	it << Name("Npoints") << Npoints;
	it << Name("Grid") << Grid;
	it << Name("Res1") << Res1;
	it << Name("Res2") << Res2;
	it << Name("S1") << f1.evallog_m(Grid);
	it << Name("S2") << f2.evallog_m(Grid);
	cout << ((enorm<ldmat>*)(MP->_Coms(0)))->_R().to_mat() << endl;
}