root/applications/bdmtoolbox/mex/merger.cpp @ 1344

#include <stat/merger.h>

using namespace bdm;

#ifdef MEX
#include <itpp/itmex.h>
#include <mex/mex_logger.h>
#include <mex/mex_merger.h>
#endif

/*! \file
\brief Merging static pdfs
Merger is a program/mex-function for static merging of given pdfs on given support.

In command line, it expected config file with the following structure:
\code
Sources = (... any epdf or mpdf  ...);
Support = rectangular_support or discrete_support;
// OR
Support = {pdf={class='epdf',...};
                   nsamples=2};
Merger = {class="merger_base",...}
\endcode

In mex-file, the above structures (Sources,Support,Merger) are input arguments. Type >>merger for help.
*/

using namespace bdm;

#ifdef MEX
void mexFunction ( int n_output, mxArray *output[], int n_input, const mxArray *input[] ) {
        // Check the number of inputs and output arguments
        if ( n_input != 3 ) mexErrMsgTxt ( "Usage:\n"
                                                   "result=merger(sources, support, merger)\n"
                                                   "  sources= { bdm::epdf,... };               % cell of pdfs (epdfs or mpdfs) to be merged,\n"
                                                   "  support= bdm::rectangular_support;        % points onwhich to merge       \n"
                                                                                   "    - or - bdm::discrete_support\n"
                                                   "  merger = bdm::MergerDiscrete;             % object to be used for merging,\n\n" );
        RV::clear_all();
        // LOAD CONFIG
        UImxArray Cfg;
        Cfg.addList ( input[0], "Sources" );
        Cfg.addGroup ( input[1], "Support" );
        Cfg.addGroup ( input[2], "Merger" );

        //DBG
//      Cfg.writeFile ( "merger.cfg" );
#else
int main() {
        UIFile Cfg ( "merger.cfg" );
#endif
        // Sources
        Array<shared_ptr<pdf> >  Sources;
        UI::get(Sources, Cfg, "Sources", UI::compulsory);
        shared_ptr<MergerDiscrete> Merger = UI::build<MergerDiscrete> ( Cfg, "Merger" );

        // Support
        try{
        shared_ptr<rectangular_support> RecSup = UI::build<rectangular_support> ( Cfg, "Support" ,UI::optional);
        if(RecSup){
                Merger->set_support ( *RecSup );
        } 
        } catch (UIException) {
                shared_ptr<discrete_support> DisSup = UI::build<discrete_support> ( Cfg, "Support", UI::optional );
                if (DisSup){
                        Merger->set_support ( *DisSup );
                } else{bdm_error("Support not defined");}
        }
// COMPUTE RESULTS
        Merger->set_sources ( Sources );
        Merger->validate();
        Merger->merge();

// save results
        Array<vec> source_vals ( Sources.length() );
        for ( int i = 0;i < Sources.length();i++ ) {
                datalink_m2e dl;
                dl.set_connection ( Sources ( i )->_rv(), Sources ( i )->_rvc(), Merger->merger()._rv() );

                vec ll ( Merger->_Smp()._samples().length() );
                for ( int j = 0; j < Merger->_Smp()._samples().length(); j++ ) {
                        vec dt = dl.pushdown ( Merger->_Smp()._samples() ( j ) );
                        vec dtc = dl.get_cond ( Merger->_Smp()._samples() ( j ) );
                        ll ( j ) = Sources ( i )->evallogcond ( dt, dtc );
                }

                vec sll = exp ( ll );

                source_vals ( i ) = sll / sum ( sll );
        }

        merger_mix* MerMix=dynamic_cast<merger_mix*> ( Merger.get() );
        vec mix_val;

        if ( MerMix ) {
                vec ll ( Merger->_Smp()._samples().length() );
                for ( int j = 0; j < Merger->_Smp()._samples().length(); j++ ) {
                        ll ( j ) = MerMix->merger()._w ()(j);
                }

                vec sll = exp ( ll );

                mix_val = sll / sum ( sll );
        }

#ifdef MEX
        mxArray* tmp ;
        // Save results
        if ( n_output > 0 ) {
                tmp = mxCreateStructMatrix ( 1, 1, 0, NULL );
                //support
                Array<vec> &samples = Merger->_Smp()._samples();
                if ( samples.size() > 0 ) {
                        mxArray* fld = mxCreateDoubleMatrix ( samples ( 0 ).length(), samples.size(), mxREAL );
                        Arrayvec2mxArray ( samples, fld );
                        mxReplaceFieldNM ( tmp, "support", fld );
                }

                //weights
                vec &w = Merger->_Smp()._w();
                mxArray* fldw = mxCreateDoubleMatrix ( 1, w.length(), mxREAL );
                vec2mxArray ( w, fldw );
                mxReplaceFieldNM ( tmp, "weights", fldw );

                //mixture values
                if ( mix_val.length() >0 ) {
                        mxArray* fldm = mxCreateDoubleMatrix ( 1, w.length(), mxREAL );
                        vec2mxArray ( mix_val, fldm );
                        mxReplaceFieldNM ( tmp, "mix", fldm );
                }
                // sources
                char srcstr[20];
                for ( int i = 0;i < Sources.length();i++ ) {
                        sprintf ( srcstr, "source%d", i + 1 );
                        mxArray* fldw = mxCreateDoubleMatrix ( 1, source_vals ( i ).length(), mxREAL );
                        vec2mxArray ( source_vals ( i ), fldw );
                        mxReplaceFieldNM ( tmp, srcstr, fldw );
                }

                output[0] = tmp;
        }
        if (n_output>1){
                Config C;
                C.setAutoConvert(true);
                UI::save(&(Merger->_Smp()),C.getRoot());
                output[1]= UImxArray::create_mxArray(C.getRoot());
        }
#endif
}