/* *##%
 * Copyright (C) 2006
 *     Code Lutin, Benjamin Poussin
 *
 * This program is free software; you can redistribute it and/or
 * modify it under the terms of the GNU General Public License
 * as published by the Free Software Foundation; either version 2
 * of the License, or (at your option) any later version.
 *
 * This program is distributed in the hope that it will be useful,
 * but WITHOUT ANY WARRANTY; without even the implied warranty of
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 * GNU General Public License for more details.
 *
 * You should have received a copy of the GNU General Public License
 * along with this program; if not, write to the Free Software
 * Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA  02111-1307, USA.
 *##%*/

/* *
 * SiMatrix.java
 *
 * Created: 21 août 2006 15:53:01
 *
 * @author poussin
 * @version $Revision: 1.18 $
 *
 * Last update: $Date: 2007-11-02 17:53:20 $
 * by : $Author: bpoussin $
 */

package scripts;

import static org.codelutin.i18n.I18n._;
import static org.codelutin.i18n.I18n.n_;

import java.util.ArrayList;
import java.util.Collection;
import java.util.HashSet;
import java.util.Iterator;
import java.util.List;

import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.codelutin.math.matrix.MatrixFactory;
import org.codelutin.math.matrix.MatrixIterator;
import org.codelutin.math.matrix.MatrixND;
import org.codelutin.topia.TopiaContext;
import org.codelutin.topia.TopiaException;

import fr.ifremer.isisfish.IsisFishDAOHelper;
import fr.ifremer.isisfish.IsisFishException;
import fr.ifremer.isisfish.entities.Cell;
import fr.ifremer.isisfish.entities.EffortDescription;
import fr.ifremer.isisfish.entities.Gear;
import fr.ifremer.isisfish.entities.Metier;
import fr.ifremer.isisfish.entities.MetierSeasonInfo;
import fr.ifremer.isisfish.entities.Population;
import fr.ifremer.isisfish.entities.PopulationGroup;
import fr.ifremer.isisfish.entities.PopulationSeasonInfo;
import fr.ifremer.isisfish.entities.Selectivity;
import fr.ifremer.isisfish.entities.SetOfVessels;
import fr.ifremer.isisfish.entities.Strategy;
import fr.ifremer.isisfish.entities.StrategyMonthInfo;
import fr.ifremer.isisfish.entities.Zone;
import fr.ifremer.isisfish.entities.ZoneDAO;
import fr.ifremer.isisfish.simulator.SimulationContext;
import fr.ifremer.isisfish.types.Date;
import fr.ifremer.isisfish.types.Month;

/**
 * @author poussin
 *
 */

public class SiMatrix {

    /** to use log facility, just put in your code: log.info("..."); */
    static private Log log = LogFactory.getLog(SiMatrix.class);
    
    protected SimulationContext context = null;
    protected TopiaContext db = null;
    
    /**
     * Method used to get SiMatrix used for simulation
     * @param context context simulation
     * @return SiMatrix or null if no SiMatrix created for simulation
     */
    public static SiMatrix getSiMatrix(SimulationContext context) throws TopiaException {
        SiMatrix result = (SiMatrix)context.getValue(SiMatrix.class.getName());
        if (result == null) {
            result = new SiMatrix(context);
        }
        return result;
    }
    
    private static void setSiMatrix(SimulationContext context, SiMatrix siMatrix) {
        context.setValue(SiMatrix.class.getName(), siMatrix);
    }
    
    /**
     * 
     * @param context Simulation context
     * @param db TopiaContext with transaction opened. You must used this
     * TopiaContext and not used
     * SimulationContext.getSimulationStorage().getStorage() 
     * @throws TopiaException 
     */
    public SiMatrix(SimulationContext context) throws TopiaException {
        this.context = context;
        this.db = context.getDB();
        setSiMatrix(context, this);
    }
    
    /**
     * @return
     * @throws TopiaException 
     */
    public List<Zone> getZones(Date date) throws TopiaException {
        ZoneDAO dao = IsisFishDAOHelper.getZoneDAO(db);
        List<Zone> result = dao.findAll();
        return result;
    }

    /**
     * @return
     * @throws TopiaException 
     */
    public List<Population> getPopulations(Date date) throws TopiaException {
        List<Population> populations = new ArrayList<Population>();
        for (Population pop : context.getSimulationStorage().getParameter().getPopulations()) {
            Population tmp = (Population)db.findByTopiaId(pop.getTopiaId());
            populations.add(tmp);
        }
        return populations;
    }

    /**
     * @return
     * @throws TopiaException 
     */
    public List<Strategy> getStrategies(Date date) throws TopiaException {
//        if (strategies == null) {
        List<Strategy> strategies = new ArrayList<Strategy>();
            for (Strategy str : context.getSimulationStorage().getParameter().getStrategies()) {
                Strategy tmp = (Strategy)db.findByTopiaId(str.getTopiaId());
                strategies.add(tmp);
            }
//        }
        return strategies;
    }

    public List<Metier> getMetiers(Date date) throws TopiaException {
//        if (metiers == null) {
            List<Metier> metiers = new ArrayList<Metier>();
            HashSet<Metier> tmp = new HashSet<Metier>();
            for (Strategy str : getStrategies(date)) {
                SetOfVessels sov = str.getSetOfVessels();
                for (EffortDescription effort : sov.getPossibleMetiers()) {
                    Metier metier = effort.getPossibleMetiers();
                    if (tmp.add(metier)) {
                        metiers.add(metier);
                    }
                }
            }
//        }
        return metiers;
    }

    /**
     * Retourne les metiers pratiqués par une Strategie à une date donnée 
     * Un metier est pratiqué si le PropStrMet est différent de 0
     * 
     * @param str
     * @param date
     * @return
     */
    public List<Metier> getMetiers(Strategy str, Date date) {
        StrategyMonthInfo info = str.getStrategyMonthInfo(date.getMonth());
        MatrixND props = info.getProportionMetier();
        
        List<Metier> result = new ArrayList<Metier>();
        
        for (MatrixIterator i=props.iterator(); i.hasNext();) {
            i.next();
            if (i.getValue() != 0) {
                Metier metier = (Metier)i.getSemanticsCoordinates()[0];
                result.add(metier);
            }
        }
        return result;
    }

    /**
     * Retourne la matrix Metier x Zone qui correspond au zone utilisé par
     * un métier pour une date donnée. Si la valeur de la matrice est 1 alors
     * la zone est utilisé par le métier, si elle vaut 0 alors elle n'est pas
     * utilisée.
     * 
     * @param date
     * @return
     * @throws TopiaException 
     */
    public MatrixND getMetierZone(Date date) throws TopiaException {
        List<Metier> metiers = getMetiers(date);
        List<Zone> zones = getZones(date);
        
        MatrixND result = MatrixFactory.getInstance().create(
                ResultName.MATRIX_METIER_ZONE,
                new List[]{metiers, zones},
                new String[]{n_("Metiers"), n_("Zones")});

        for (Metier metier : metiers) {
            Collection<Zone> zoneMetier = metier.getMetierSeasonInfo(date.getMonth()).getZone();
            for (Zone zone : zoneMetier) {
                result.setValue(metier, zone, 1);
            }
        }
        return result;
    }

    public MatrixND matrixPrice(Date date, Population pop) {
        List<PopulationGroup> groups = pop.getPopulationGroup();
        MatrixND result = MatrixFactory.getInstance().create(
                ResultName.MATRIX_PRICE,
                new List[]{groups},
                new String[]{n_("PopulationGroup")});
        
        for (PopulationGroup group : groups) {
            result.setValue(group, group.getPrice());
        }
        
        return result;
    }
    
   ///////////////////////////////////////////////////////////////////////////
    //
    // Toutes les methodes suivantes ne sont utiles que pour
    // matrixCatchPerStrategyMet
    //
    ///////////////////////////////////////////////////////////////////////////
    
    /**
     * Matrice des captures en nombre
     * dim [ Strategy x Metier x Classe x zonePop ]
     * 
     * @param N l'abondance sous forme de matrice 2D [class x zone]
     * @param pop
     * @param date
     * @return
     * @throws TopiaException 
     * @throws IsisFishException 
     */
    public MatrixND matrixCatchPerStrategyMet(MatrixND N, Population pop,
            Date date, MatrixND matrixCatchRatePerStrategyMet) throws TopiaException, IsisFishException {
        List<PopulationGroup> groups = pop.getPopulationGroup();
        List<Zone> zones = pop.getPopulationZone();

        // on le passe en argument ce qui evite de le calculer 2 fois
//        MatrixND matrixCatchRatePerStrategyMet = matrixCatchRatePerStrategyMet(pop, date);
        MatrixND result = matrixCatchRatePerStrategyMet.copy();
        result.setName(ResultName.MATRIX_CATCH_PER_STRATEGY_MET);

        for(PopulationGroup group : groups) {
            MatrixND sub = result.getSubMatrix(2, group, 1);
            for(Zone zone : zones){
                MatrixND subsub = sub.getSubMatrix(3, zone, 1);
                double val = N.getValue(group, zone);
                subsub.mults(val);
            }
        }
        return result;
    }

    /**
     * Matrice des captures en poids
     * dim [ Strategy x Metier x Classe x zonePop ]
     * 
     * @param pop
     * @param date
     * @return
     * @throws TopiaException 
     * @throws IsisFishException 
     */
    public MatrixND matrixCatchRatePerStrategyMet(Population pop, Date date, MatrixND matrixFishingMortality) throws TopiaException, IsisFishException {
        List<Strategy> strategies = getStrategies(date);
        List<Metier> metiers = getMetiers(date);
        List<PopulationGroup> groups = pop.getPopulationGroup();
        List<Zone> zones = pop.getPopulationZone();

        MatrixND result = MatrixFactory.getInstance().create(
                ResultName.MATRIX_CATCH_RATE_PER_STRATEGY_MET,
                new List[]{strategies, metiers, groups, zones},
                new String[]{n_("Strategies"), n_("Metiers"), n_("Groups"), n_("Zones")});
        
//        for (int s=0; s < strategies.size(); s++) {
//            Strategy str = strategies.get(s);
//            metiers = getMetiers(str, date);
//            for (int m=0; m < metiers.size(); m++) {
//                Metier metier = metiers.get(m);
//                for (int g=0; g < groups.size(); g++) {
//                    PopulationGroup group = groups.get(g);
//                    for (int z=0; z < zones.size(); z++) {
//                        Zone zone = zones.get(z);                        
//                        double value = catchRatePerStrategyMet(str, metier, date, group, zone);
//                        result.setValue(str, metier, group, zone, value);
//                    }
//                }
//            }
//        }
        
//        if(totalFishingMortality == 0){
//            if(log.isDebugEnabled()) {log.debug("pas de totalFishingMortality pour (" + pop + ")");}            
//        } else {
            // Optimisation Hilaire
            for (int s=0; s < strategies.size(); s++) {
                Strategy str = strategies.get(s);
                metiers = getMetiers(str, date);
                for (int m=0; m < metiers.size(); m++) {
                    Metier metier = metiers.get(m);
                    for (int z=0; z < zones.size(); z++) {
                        Zone zone = zones.get(z);
                        double effort = effortPerZonePop(str,metier,date,zone);
                        if (effort > 0){
                            for (int g=0; g < groups.size(); g++) {
                                PopulationGroup group = groups.get(g);
                                double value = catchRatePerStrategyMet(str, metier, date, group, zone, matrixFishingMortality);
                                result.setValue(str, metier, group, zone, value);
                            }
                        }
                    }
                }
            }
//        }
        
//        for (Strategy str : strategies) {
//            List<Metier> metierStr = getMetiers(str, date);
//            for (Metier metier : metierStr) {
//                for (PopulationGroup group : groups) {
//                    for (Zone zone : zones) {
//                        double val = catchRatePerStrategyMet(str, metier, date, group, zone);
//                        result.setValue(str, metier, group, zone, val);
//                    }
//                }
//            }
//        }
        return result;
    }

    /**
     * @param str
     * @param metier
     * @param date
     * @param group
     * @param zone
     * @return
     * @throws TopiaException 
     * @throws IsisFishException 
     */
//    private double catchRatePerStrategyMet(Strategy str, Metier metier, Date date, PopulationGroup group, Zone zone) throws TopiaException, IsisFishException {
//        double totalFishingMortality = totalFishingMortality(date, group, zone);
//
//        if(totalFishingMortality == 0){
//            if(log.isDebugEnabled()) {log.debug("pas de totalFishingMortality pour (" + group + ", " + zone +")");}
//            return 0;
//        }
//
//        double fishingMortality = fishingMortality(str, metier, date, group, zone);
//        double totalCatchRate = totalCatchRate(date, group, zone, totalFishingMortality);
//
//        if(log.isDebugEnabled()) {
//            log.debug(
//            " totalFishingMortality=" + totalFishingMortality +
//            " fishingMortality=" + fishingMortality +
//            " totalCatchRate=" + totalCatchRate);
//        }
//        double result = fishingMortality / totalFishingMortality * totalCatchRate;
//
//        return result;
//    }

    // Optimisation Hilaire
    private double catchRatePerStrategyMet(Strategy str, Metier metier, Date date, PopulationGroup group, Zone zone, MatrixND matrixFishingMortality) throws TopiaException, IsisFishException {
//        double totalFishingMortality = matrixFishingMortality.sumAll();
        double totalFishingMortality = totalFishingMortality(date, matrixFishingMortality).getValue(group, zone);

        if(totalFishingMortality == 0){
            if(log.isDebugEnabled()) {log.debug("pas de totalFishingMortality pour (" + group + ", " + zone +")");}
            return 0;
        }

        double fishingMortality = matrixFishingMortality.getValue(str, metier, group, zone);
        double totalCatchRate = totalCatchRate(date, group, zone, totalFishingMortality);

        if(log.isDebugEnabled()) {
            log.debug(
            " totalFishingMortality=" + totalFishingMortality +
            " fishingMortality=" + fishingMortality +
            " totalCatchRate=" + totalCatchRate);
        }
        double result = fishingMortality / totalFishingMortality * totalCatchRate;

        return result;
    }

    
    /**
     * @param date
     * @param group
     * @param zone
     * @param totalFishingMortality
     * @return
     * @throws TopiaException 
     */
    private double totalCatchRate(Date date, PopulationGroup group,
            Zone zone, double totalFishingMortality) throws TopiaException {
        double M = group.getNaturalDeathRate(zone) / Month.NUMBER_OF_MONTH;
        if(M == 0){
            // normalement il devrait y avoir de la mortalite naturelle
            if (log.isWarnEnabled()) {
                log.warn("Pas de mortalité naturelle pour: " + group);
            }
        }
        double F = totalFishingMortality;

        double result = 0;
        if( M != 0 || F != 0){
            result =  F/(F+M) * (1 - Math.exp(-(F+M)));
        }

        return result;
    }

    /**
     * Returne une matrice de mortalite group x zone, donc somme sur str et metier
     * 
     * @param date
     * @param matrixFishingMortality
     * @param group
     * @param zone
     * @return
     */
    private MatrixND totalFishingMortality(Date date, MatrixND matrixFishingMortality) {
        MatrixND result = matrixFishingMortality.sumOverDim(0);
        result = result.sumOverDim(1);
        result = result.reduceDims(0, 1);
        return result;
    }

    /**
     * Matrice fishing mortality
     * dim [ Strategy x Metier x Classe x zonePop ]
     * 
     * @param pop
     * @param date
     * @return
     * @throws TopiaException 
     * @throws IsisFishException 
     */
    public MatrixND matrixFishingMortality(Date date, Population pop) throws TopiaException, IsisFishException {
        List<Strategy> strategies = getStrategies(date);
        List<Metier> metiers = getMetiers(date);
        List<PopulationGroup> groups = pop.getPopulationGroup();
        List<Zone> zones = pop.getPopulationZone();

        // default value in matrix is 0
        MatrixND result = MatrixFactory.getInstance().create(
                ResultName.MATRIX_FISHING_MORTALITY,
                new List[]{strategies, metiers, groups, zones},
                new String[]{n_("Strategies"), n_("Metiers"), n_("Groups"), n_("Zones")});

        Month month = date.getMonth();
        PopulationSeasonInfo infoPop = pop.getPopulationSeasonInfo(month);

// org.codelutin.util.CallAnalyse.activate();
	for (int g=0; g < groups.size(); g++) {
	    PopulationGroup group = groups.get(g);
	    
	    // getCapturability is check matrix validity and create matrix if needed and get one value in
// org.codelutin.util.CallAnalyse.enter("debug infoPop.getCapturability");
	    double capturability = infoPop.getCapturability(group);
// org.codelutin.util.CallAnalyse.exit("debug infoPop.getCapturability");
	    if (capturability != 0) { // check 0, this prevent next call, for default value
		
		for (int m=0; m < metiers.size(); m++) {
		    Metier metier = metiers.get(m);
		    
// org.codelutin.util.CallAnalyse.enter("debug infoMet.getTargetFactor");
			    MetierSeasonInfo infoMet = metier.getMetierSeasonInfo(month);
			    // getTargetFactor seem to be simple
			    double ciblage = infoMet.getTargetFactor(group);
// org.codelutin.util.CallAnalyse.exit("debug infoMet.getTargetFactor");

			    if (ciblage != 0) { // check 0, this prevent next call, for default value
				
// org.codelutin.util.CallAnalyse.enter("debug gear.getPopulationSelectivity");
			Gear gear = metier.getGear();
			Selectivity selectivity = gear.getPopulationSelectivity(pop);
// org.codelutin.util.CallAnalyse.exit("debug gear.getPopulationSelectivity");
			if (selectivity != null) {

		    // getCoefficient is equation evaluation
// org.codelutin.util.CallAnalyse.enter("debug selectivity.getCoefficient");
		    double coeff = selectivity.getCoefficient(pop, group, metier);
// org.codelutin.util.CallAnalyse.exit("debug selectivity.getCoefficient");
		    if (coeff != 0) { // check 0, this prevent next call, for default value
				
				for (int s=0; s < strategies.size(); s++) {
				    Strategy str = strategies.get(s);
				    for (int z=0; z < zones.size(); z++) {
					Zone zone = zones.get(z);
					double effort = effortPerZonePop(str,metier,date,zone);
					if (effort > 0){ // put value only if <> 0
                                            double value = coeff * capturability * ciblage * effort;
// org.codelutin.util.CallAnalyse.enter("debug result.setValue");
                                            result.setValue(str, metier, group, zone, value);
// org.codelutin.util.CallAnalyse.exit("debug result.setValue");
                                        }
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
// System.out.println("****DEBUG matrixFishingMortality:" + org.codelutin.util.CallAnalyse.getThreadStatistics().toString());
        return result;
    }

    // ne prendre que les metiers pratiqué semble une bonne idee, mais en fait non, car cela oblige l'ordre des boucles
    // et donc ne permet pas autant d'optimisation que souhaité
//     public MatrixND matrixFishingMortality2(Date date, Population pop) throws TopiaException, IsisFishException {
//         List<Strategy> strategies = getStrategies(date);
//         List<Metier> metiers = getMetiers(date);
//         List<PopulationGroup> groups = pop.getPopulationGroup();
//         List<Zone> zones = pop.getPopulationZone();

//         // default value in matrix is 0
//         MatrixND result = MatrixFactory.getInstance().create(
//                 ResultName.MATRIX_FISHING_MORTALITY,
//                 new List[]{strategies, metiers, groups, zones},
//                 new String[]{n_("Strategies"), n_("Metiers"), n_("Groups"), n_("Zones")});

//         Month month = date.getMonth();
//         PopulationSeasonInfo infoPop = pop.getPopulationSeasonInfo(month);

//         for (int s=0; s < strategies.size(); s++) {
//             Strategy str = strategies.get(s);
//             metiers = getMetiers(str, date);
//             for (int m=0; m < metiers.size(); m++) {
//                 Metier metier = metiers.get(m);
//                 Gear gear = metier.getGear();
//                 Selectivity selectivity = gear.getPopulationSelectivity(pop);
//                 if (selectivity != null) {
//                     MetierSeasonInfo infoMet = metier.getMetierSeasonInfo(month);
//                     for (int z=0; z < zones.size(); z++) {
//                         Zone zone = zones.get(z);
//                         double effort = effortPerZonePop(str,metier,date,zone);
//                         if (effort > 0){ // put value only if <> 0
//                             for (int g=0; g < groups.size(); g++) {
//                                 PopulationGroup group = groups.get(g);
                                
//                                 // getTargetFactor seem to be simple
//                                 double ciblage = infoMet.getTargetFactor(group);
//                                 if (ciblage != 0) { // check 0, this prevent next call, for default value
//                                     // getCapturability is check matrix validity and create matrix if needed and get one value in
//                                     double capturability = infoPop.getCapturability(group);
//                                     if (capturability != 0) { // check 0, this prevent next call, for default value
//                                         // getCoefficient is equation evaluation
//                                         double coeff = selectivity.getCoefficient(pop, group, metier);
//                                         if (coeff != 0) { // check 0, this prevent next call, for default value
//                                             double value = coeff * capturability * ciblage * effort;
//                                             result.setValue(str, metier, group, zone, value);
//                                         }
//                                     }
//                                 }
//                             }
//                         }
//                     }
//                 }
//             }
//         }
//         return result;
//     }

//    /**
//     * @param date
//     * @param group
//     * @param zone
//     * @return
//     * @throws TopiaException 
//     * @throws IsisFishException 
//     */
//    private double totalFishingMortality(Date date, PopulationGroup group, Zone zone) throws TopiaException, IsisFishException {
//        List<Strategy> strategies = getStrategies(date);
//
//        float result = 0;
//        
////        for(Strategy str : strategies){
////            List<Metier> metierStr = getMetiers(str, date);
////            for (Metier metier : metierStr) {
////                // TODO peut etre ne pas le faire si classe.pop n'est pas
////                /// peche par le metier
////                result += fishingMortality(str, metier, date, group, zone);
////            }
////        }
//        
//        // Optimisation Hilaire
//        for(Strategy str : strategies){
//            List<Metier> metierStr = getMetiers(str, date);
//            for (Metier metier : metierStr) {
//              double effort=effortPerZonePop(str,metier,date,zone);
//                if (effort>0)
//                  result += fishingMortality(str, metier, date, group, zone, effort);
//            }
//        }
//
//        return result;
//    }


    // fusion fishingMortality and matrixFishingMortality for performance reason
//    /**
//     * @param str
//     * @param metier
//     * @param date
//     * @param group
//     * @param zone
//     * @return
//     * @throws IsisFishException 
//     */
//    private double fishingMortality(Strategy str, Metier metier, Date date, PopulationGroup group, Zone zone, double effort) throws IsisFishException {
//        Month month = date.getMonth();
//        Population pop = group.getPopulation();
//        Gear gear = metier.getGear();
//
//        Selectivity selectivity = gear.getPopulationSelectivity(pop);
//        
//        double result = 0;
//        
//        if (selectivity != null) {
//            MetierSeasonInfo infoMet = metier.getMetierSeasonInfo(month);
//            double ciblage = infoMet.getTargetFactor(group);
//            
//            PopulationSeasonInfo infoPop = pop.getPopulationSeasonInfo(month);
//            double capturability = infoPop.getCapturability(group);
//            
//            double coeff = selectivity.getCoefficient(pop, group, metier);
//  
//            // Optimisation Hilaire
////            double effort = effortPerZonePop(str, metier, date, zone);
//
//            // la methode est appeler des millions de fois, donc meme si
//            // on ne perd pas beaucoup de temps avec le if, on en perd deja
//            // trop
////            if(log.isDebugEnabled()) {
////                log.debug(        
////                        " strategy=" + str +
////                        " metier=" + metier +
////                        " ciblage=" + ciblage +
////                        " capturabilite=" + capturability +
////                        " selectivity=" + coeff +
////                        " effort=" + effort);
////            }
//    
//            result = coeff * capturability * ciblage * effort;
//        }
//        
//        return result;
//    }

    /**
     * @param str
     * @param metier
     * @param date
     * @param zone
     * @return
     */
    private double effortPerZonePop(Strategy str, Metier metier, Date date, Zone zonePop) {
        Month month = date.getMonth();
        Collection<Zone> zoneMet = metier.getMetierSeasonInfo(month).getZone();
        double inter = nbCellInter(zoneMet, zonePop);

        double effortPerStrategyPerCell =  effortPerStrategyPerCell(str, metier, date);

        if(log.isDebugEnabled()) {
            log.debug(
                    " strategy=" + str +
                    " metier=" + metier +
                    " inter=" + inter +
                    " effortPerStrategyPerCell=" + effortPerStrategyPerCell
            );
        }

        double result = effortPerStrategyPerCell * inter;
        return result;
    }

    /**
     * @param str
     * @param metier
     * @param date
     * @return
     */
    private double effortPerStrategyPerCell(Strategy str, Metier metier, Date date) {
        Month month = date.getMonth();
        StrategyMonthInfo smi = str.getStrategyMonthInfo(month);
        Collection<Zone> zones = metier.getMetierSeasonInfo(month).getZone();
        double nbCell = getCells(zones).size();

        if(nbCell == 0){
            // normalement il devrait y avoir des mailles, mais pour les
            // ancienne zone AuPort, il n'y en avait pas
            if(log.isWarnEnabled()) log.warn("Calcul d'une distance pour le metier "+metier+" pour le mois "+month+" avec une zone sans maille: " + zones);
            return 0;
        }


        double effortPerStrategy =  effortPerStrategyMet(str, metier, date);

        if(log.isDebugEnabled()) { 
            log.debug(
                    " strategy=" + str +
                    " metier=" + metier +
                    " nbCell=" + nbCell +
                    " effortPerStrategy=" + effortPerStrategy
            );
        }

        double result = effortPerStrategy/nbCell;

        return result;
    }

    /**
     * @param str
     * @param metier
     * @param date
     * @return
     */
    private double effortPerStrategyMet(Strategy str, Metier metier, Date date) {
        Month month = date.getMonth();
        StrategyMonthInfo smi = str.getStrategyMonthInfo(month);

        double propSetOfVessels = str.getProportionSetOfVessels();
        int nbOfVessels = str.getSetOfVessels().getNumberOfVessels();
        double propStrMet = smi.getProportionMetier(metier);
        double effortPerVessel = effortPerStrategyPerVessel(str, metier, date);

        if(log.isDebugEnabled()) {
            log.debug(
                    " strategy=" + str +
                    " metier=" + metier +
                    " propSetOfVessels=" + propSetOfVessels +
                    " nbOfVessels=" + nbOfVessels +
                    " propStrMet=" + propStrMet +
                    " effortPerVessel=" + effortPerVessel
            );
        }

        double result = propSetOfVessels * nbOfVessels * propStrMet * effortPerVessel;

        return result;
    }

    /**
     * @param str
     * @param metier
     * @param date
     * @return
     */
    private double effortPerStrategyPerVessel(Strategy str, Metier metier, Date date) {
        Month month = date.getMonth();
        StrategyMonthInfo smi = str.getStrategyMonthInfo(month);
        int nbTrips = smi.getNumberOfTrips();
        double fishingTime = fishingTimePerTrip(str, metier, date);
        double stdEffortPerHour = stdEffortPerHour(str.getSetOfVessels(), metier);

        if(log.isDebugEnabled()) {
            log.debug(
                    " strategy=" + str +
                    " metier=" + metier +
                    " nbTrips=" + nbTrips +
                    " fishingTime=" + fishingTime +
                    " stdEffortPerHour=" + stdEffortPerHour
            );
        }
        
        double result = nbTrips * fishingTime * stdEffortPerHour;

        return result;
    }

    /**
     * Used in GravityModel too
     * 
     * @param str
     * @param metier
     * @param date
     * @return
     */
    protected double fishingTimePerTrip(Strategy str, Metier metier, Date date) {
        Month month = date.getMonth();
        StrategyMonthInfo smi = str.getStrategyMonthInfo(month);
        Collection<Zone> zone = metier.getMetierSeasonInfo(month).getZone();

        if (zone == null) {
            if(log.isWarnEnabled()) log.warn(
                    "missing zone for metier =" + metier +
                    " for month" + month
            );
        }

        double tripDuration =  smi.getTripType().getTripDuration().getHour();
        double travelTime = travelTimePerTrip(str.getSetOfVessels(), zone);

        double result = tripDuration - travelTime;

        if (result < 0 ) {
            if(log.isWarnEnabled()) log.warn(
            " strategy=" + str +
            " metier=" + metier +
            " tripDuration=" + tripDuration +
            " travelTime=" + travelTime
            );
        }
        return result;
    }

    /**
     *
     * @param setOfVessels
     * @param zone
     * @return
     */
    protected double travelTimePerTrip(SetOfVessels sov, Collection<Zone> zoneMetier) {
        Cell maille = sov.getPort().getCell();
        double result =
            2 * distance(zoneMetier, maille) / sov.getVesselType().getSpeed();

        return result;
    }

    /**
     * @param zoneMetier
     * @param maille
     * @return
     */
    private double distance(Collection<Zone> zones, Cell cell) {
        double result = 0;
        List<Cell> cells = getCells(zones);

        if(cells.size() == 0){
            // normalement il devrait y avoir des mailles, mais pour les
            // ancienne zone AuPort, il n'y en avait pas
            if(log.isWarnEnabled()) {
                log.warn("Calcul d'une distance avec une zone sans maille");
            }
            return 0;
        }

        for(Cell c : cells){
            result += distance(c, cell);
        }

        if(log.isDebugEnabled()) {
            log.debug(" result=" + result + " nbMaille="+cells.size());
        }
        
        result = result / (double)cells.size();
        return result;
    }

    /**
     * @param c
     * @param cell
     * @return
     */
    private double distance(Cell m1, Cell m2) {
        double earthRadius = 6378.388;
        double p = 180/Math.PI;

        if(log.isDebugEnabled()) log.debug("p: " + p);

        double m1lat = m1.getLatitude();
        double m2lat = m2.getLatitude();
        double m1lon = m1.getLongitude();
        double m2lon = m2.getLongitude();

        if(log.isDebugEnabled()) log.debug(
        " m1lat=" + m1lat +
        " m2lat=" + m2lat +
        " m1lon=" + m1lon +
        " m2lonx=" + m2lon
        );

        double m1lat_div_p = m1lat/p;
        double m2lat_div_p = m2lat/p;
        double m1lon_div_p = m1lon/p;
        double m2lon_div_p = m2lon/p;

        if(log.isDebugEnabled()) log.debug(
        " m1lat_div_p=" + m1lat_div_p +
        " m2lat_div_p=" + m2lat_div_p +
        " m1lon_div_p=" + m1lon_div_p +
        " m2lon_div_p=" + m2lon_div_p
        );

        double sin_m1lat_div_p = Math.sin(m1lat_div_p);
        double sin_m2lat_div_p = Math.sin(m2lat_div_p);
        double cos_m1lat_div_p = Math.cos(m1lat_div_p);
        double cos_m2lat_div_p = Math.cos(m2lat_div_p);

        if(log.isDebugEnabled()) log.debug(
        " sin_m1lat_div_p=" + sin_m1lat_div_p +
        " sin_m2lat_div_p=" + sin_m2lat_div_p +
        " cos_m1lat_div_p=" + cos_m1lat_div_p +
        " cos_m2lat_div_p=" + cos_m2lat_div_p
        );

        double cos_m1lon_div_p_minus_m2lon_div_p = Math.cos(m1lon_div_p - m2lon_div_p);

        if(log.isDebugEnabled()) log.debug(
        " cos_m1lon_div_p_minus_m2lon_div_p=" + cos_m1lon_div_p_minus_m2lon_div_p);

        double acos = Math.acos(
                    sin_m1lat_div_p
                    * sin_m2lat_div_p
                    +
                    cos_m1lat_div_p
                    * cos_m2lat_div_p
                    * cos_m1lon_div_p_minus_m2lon_div_p
                    );

        if(log.isDebugEnabled()) log.debug(" acos=" + acos);

        double result = earthRadius * acos;

        return result;
    }

    /**
     * @param setOfVessels
     * @param metier
     * @return
     */
    private double stdEffortPerHour(SetOfVessels sov, Metier metier) {
        double result = 0;
        EffortDescription ed = sov.getPossibleMetiers(metier);
        if(ed != null){
            double fstd = metier.getGear().getStandardisationFactor();
            double val = fstd * ed.getFishingOperation() * ed.getGearsNumberPerOperation();
            result = val;
        }
        result = result/24; // 24 heures

        return result;
    }

    
    /**
     * used here and in Rule (CantonnementPreSimu)
     * 
     * @param zones
     * @return
     */
    public List<Cell> getCells(Collection<Zone> zones) {
        List<Cell> result = new ArrayList<Cell>();
        for (Zone zone : zones) {
            result.addAll(zone.getCell());
        }
        return result;
    }
    
    /**
     * used here and in Rule (CantonnementPreSimu)
     * 
     * @param zoneMet
     * @param zonePop
     * @return
     */
    public int nbCellInter(Collection<Zone> zoneMet, Zone zonePop) {
        List<Cell> cells = getCells(zoneMet);
        List<Cell> tmp = new ArrayList<Cell>(cells);
        tmp.retainAll(zonePop.getCell());
        return tmp.size();
    }
    
    ///////////////////////////////////////////////////////////////////////////
    //
    //
    //
    ///////////////////////////////////////////////////////////////////////////
    
    /**
     * @param N
     * @param pop
     * @param date
     * @return
     * @throws IsisFishException 
     * @throws TopiaException 
     */
    public MatrixND matrixAbundance(MatrixND N, Population pop, Date date, MatrixND matrixFishingMortality) throws TopiaException, IsisFishException {
        List<PopulationGroup> groups = pop.getPopulationGroup();
        List<Zone> zones = pop.getPopulationZone();

        MatrixND result = MatrixFactory.getInstance().create(
                ResultName.MATRIX_ABUNDANCE,
                new List[]{groups, zones},
                new String[]{n_("Groups"), n_("Zones")});

        for (int g=0; g < groups.size(); g++) {
            PopulationGroup group = groups.get(g);
            for (int z=0; z < zones.size(); z++) {
                Zone zone = zones.get(z);                        
                double value = survivalRate(date, group, zone, matrixFishingMortality);
                double n = N.getValue(g, z);
                value *= n;
                result.setValue(g, z, value);
            }
        }
        
//        for(PopulationGroup group : groups){
//            for(Zone zone : zones){
//                double val = survivalRate(date, group, zone);
//                val *= N.getValue(group, zone);
//                result.setValue(group, zone, val);
//            }
//        }
        
        return result;
    }
    
    /**
     * @param date
     * @param group
     * @param zone
     * @return
     * @throws IsisFishException 
     * @throws TopiaException 
     */
    private double survivalRate(Date date, PopulationGroup group, Zone zone, MatrixND matrixFishingMortality) throws TopiaException, IsisFishException {
        double F = totalFishingMortality(date, matrixFishingMortality).getValue(group, zone); //totalFishingMortality(date, group, zone);  // rem perf: totalFishingMortality a deja ete calculé
        double M = group.getNaturalDeathRate(zone)/(double)Month.NUMBER_OF_MONTH;
        double result = (double)Math.exp(-(F+M));

        return result;
    }

    ///////////////////////////////////////////////////////////////////////////
    //
    //
    //
    ///////////////////////////////////////////////////////////////////////////
    
    /**
     * @param n
     * @param pop
     * @param date
     * @return
     */
    public MatrixND matrixBiomass(MatrixND N, Population pop, Date date) {
        List<PopulationGroup> groups = N.getSemantics(0);
        List<Zone> zones = N.getSemantics(1);

        MatrixND result = MatrixFactory.getInstance().create(
                ResultName.MATRIX_BIOMASS,
                new List[]{groups, zones},
                new String[]{n_("Groups"), n_("Zones")});

        for (int g=0; g < groups.size(); g++) {
            PopulationGroup group = groups.get(g);
            double meanWeight = group.getMeanWeight();
            for (int z=0; z < zones.size(); z++) {
                Zone zone = zones.get(z);
                double n = N.getValue(group, zone);
                double value = n * meanWeight;
                result.setValue(group, zone, value);
            }
        }

//        for(PopulationGroup group : groups){
//            double meanWeight = group.getMeanWeight();
//            for(Zone zone : zones){
//                double val = N.getValue(group, zone) * meanWeight;
//                result.setValue(group, zone, val);
//            }
//        }
        
        return result;
    }

    ///////////////////////////////////////////////////////////////////////////
    //
    //
    //
    ///////////////////////////////////////////////////////////////////////////
    
    /**
     * @param date
     * @return
     * @throws TopiaException 
     */
    public MatrixND matrixEffortPerStrategyMet(Date date) throws TopiaException {
        List<Strategy> strategies = getStrategies(date);
        List<Metier> metiers = getMetiers(date);

        MatrixND result = MatrixFactory.getInstance().create(
                ResultName.MATRIX_EFFORT_PER_STRATEGY_MET,
                new List[]{strategies, metiers}, 
                new String[]{n_("Strategies"), n_("Metiers")});

        for (int s=0; s < strategies.size(); s++) {
            Strategy str = strategies.get(s);
            metiers = getMetiers(str, date);
            for (int m=0; m < metiers.size(); m++) {
                Metier metier = metiers.get(m);
                double value = effortPerStrategyMet(str, metier, date);
                result.setValue(str, metier, value);
            }
        }

//        for(Strategy str : strategies){
//            List<Metier> metierStr = getMetiers(str, date);
//            for(Metier metier : metierStr) {
//                double val = effortPerStrategyMet(str, metier, date); // rem perf: effortPerStrategyMet a deja ete calculé
//                result.setValue(str, metier, val);
//            }
//        }

        return result;
    }

    ///////////////////////////////////////////////////////////////////////////
    //
    //
    //
    ///////////////////////////////////////////////////////////////////////////
    
    /**
     * @param pop
     * @param date
     * @return
     */
    public MatrixND matrixCatchWeightPerStrategyMet(Population pop,
            Date date, MatrixND matrixCatchPerStrategyMet) {
      List<PopulationGroup> groups = pop.getPopulationGroup();

      MatrixND result = matrixCatchPerStrategyMet.copy();
      result.setName(ResultName.MATRIX_CATCH_WEIGHT_PER_STRATEGY_MET);

      for(PopulationGroup group : groups){
          MatrixND sub = result.getSubMatrix(2, group, 1);
          double meanWeight = group.getMeanWeight();
          sub.mults(meanWeight);
      }

      return result;
    }

    /**
     * @param pop
     * @param date
     * @return
     */
    public MatrixND matrixDiscardWeightPerStrategyMet(Population pop,
            Date date, MatrixND matrixDiscardPerStrategyMet) {
      List<PopulationGroup> groups = pop.getPopulationGroup();

      MatrixND result = matrixDiscardPerStrategyMet.copy();
      result.setName(ResultName.MATRIX_DISCARDS_WEIGHT_PER_STR_MET);

      for(PopulationGroup group : groups){
          MatrixND sub = result.getSubMatrix(2, group, 1);
          double meanWeight = group.getMeanWeight();
          sub.mults(meanWeight);
      }

      return result;
    }

}