DipoleAlgorithms.h

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// -*- LSST-C++ -*-

/*
 * LSST Data Management System
 * Copyright 2008-2015 AURA/LSST
 *
 * This product includes software developed by the
 * LSST Project (http://www.lsst.org/).
 *
 * 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 3 of the License, or
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 *
 * 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
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 *
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 * see <http://www.lsstcorp.org/LegalNotices/>.
 */

#ifndef LSST_IP_DIFFIM_DIPOLEALGORITHMS_H
#define LSST_IP_DIFFIM_DIPOLEALGORITHMS_H
// Control/algorithm hierarchy for dipole measurement.
//

#include <stdio.h>
#include <execinfo.h>
#include <signal.h>
#include <stdlib.h>
#include <unistd.h>
#include <array>

#include "lsst/base.h"
#include "lsst/pex/config.h"
#include "ndarray/eigen.h"
#include "lsst/afw/table/Source.h"
#include "lsst/meas/base/Algorithm.h"
#include "lsst/meas/base/FluxUtilities.h"
#include "lsst/meas/base/CentroidUtilities.h"
#include "lsst/meas/base/FlagHandler.h"
#include "lsst/meas/base/InputUtilities.h"

namespace lsst {
namespace ip {
namespace diffim {

class DipoleCentroidControl {
public:

    explicit DipoleCentroidControl() {}
};

class DipoleFluxControl {
public:

    explicit DipoleFluxControl() {}
};

class PsfDipoleFluxControl : public DipoleFluxControl {
public:
    LSST_CONTROL_FIELD(stepSizeCoord, float, "Default initial step size for coordinates in non-linear fitter");
    LSST_CONTROL_FIELD(stepSizeFlux, float, "Default initial step size for flux in non-linear fitter");
    LSST_CONTROL_FIELD(errorDef, double, "How many sigma the error bars of the non-linear fitter represent");
    LSST_CONTROL_FIELD(maxFnCalls, int, "Maximum function calls for non-linear fitter; 0 = unlimited");
    PsfDipoleFluxControl() : DipoleFluxControl(),
                             stepSizeCoord(0.1), stepSizeFlux(1.0), errorDef(1.0), maxFnCalls(100000) {}
};

class DipoleCentroidAlgorithm : public meas::base::SimpleAlgorithm {
public:

    static meas::base::FlagDefinition const FAILURE;
    static meas::base::FlagDefinition const POS_FLAG;
    static meas::base::FlagDefinition const NEG_FLAG;
    static meas::base::FlagDefinitionList const & getFlagDefinitions();

    typedef DipoleCentroidControl Control;

    DipoleCentroidAlgorithm(Control const & ctrl, std::string const & name,
        afw::table::Schema & schema, std::string const & doc);

    typedef meas::base::CentroidResultKey ResultKey;

    ResultKey const & getPositiveKeys() const { return _positiveKeys; }
    ResultKey const & getNegativeKeys() const { return _negativeKeys; }

protected:
    DipoleCentroidAlgorithm(Control const & ctrl, std::string const & name, afw::table::Schema & schema,
       std::string const & doc, ResultKey const & positiveKeys, ResultKey const & negativeKeys);

    Control _ctrl;
    meas::base::FluxResultKey _fluxResultKey;
    meas::base::FlagHandler _flagHandler;
    ResultKey _centerKeys;
    ResultKey _positiveKeys;
    ResultKey _negativeKeys;
};

class DipoleFluxAlgorithm : public meas::base::SimpleAlgorithm {
public:

    static meas::base::FlagDefinition const FAILURE;
    static meas::base::FlagDefinition const POS_FLAG;
    static meas::base::FlagDefinition const NEG_FLAG;
    static meas::base::FlagDefinitionList const & getFlagDefinitions();

    typedef DipoleFluxControl Control;

    DipoleFluxAlgorithm(Control const & ctrl, std::string const & name, afw::table::Schema & schema,
        std::string const & doc);

    // A typedef for the FunctorKey which returns the result of this algorithm
    typedef meas::base::FluxResultKey ResultKey;
    ResultKey const & getPositiveKeys() const { return _positiveKeys; }
    ResultKey const & getNegativeKeys() const { return _negativeKeys; }

protected:

    DipoleFluxAlgorithm(Control const & ctrl, std::string const & name,
                        afw::table::Schema & schema, std::string const & doc,
                        ResultKey const & positiveKeys, ResultKey const & negativeKeys);

    Control _ctrl;
    meas::base::FluxResultKey _fluxResultKey;
    meas::base::FlagHandler _flagHandler;

    ResultKey _positiveKeys;
    ResultKey _negativeKeys;
};

inline DipoleCentroidAlgorithm::DipoleCentroidAlgorithm(
    Control const & ctrl, std::string const & name, afw::table::Schema & schema, std::string const & doc
    ) :
    _ctrl(ctrl)
{
    _flagHandler = meas::base::FlagHandler::addFields(schema, name, getFlagDefinitions());
    meas::base::CentroidResultKey::addFields(schema, name, doc+": overall centroid", meas::base::SIGMA_ONLY);
    meas::base::CentroidResultKey::addFields(schema, name+"_pos", doc+": positive lobe", meas::base::SIGMA_ONLY);
    meas::base::CentroidResultKey::addFields(schema, name+"_neg", doc+": negative lobe", meas::base::SIGMA_ONLY);
    _centerKeys = ResultKey(schema[name]);
    _positiveKeys = ResultKey(schema[name+"_pos"]);
    _negativeKeys = ResultKey(schema[name+"_neg"]);
}

inline DipoleCentroidAlgorithm::DipoleCentroidAlgorithm(
        Control const & ctrl, std::string const & name, afw::table::Schema & schema, std::string const & doc,
        ResultKey const & positiveKeys, ResultKey const & negativeKeys
    ) :
    _ctrl(ctrl)
{
    _flagHandler = meas::base::FlagHandler::addFields(schema, name, getFlagDefinitions());
    meas::base::CentroidResultKey::addFields(schema, name, doc+": overall centroid", meas::base::SIGMA_ONLY);
    meas::base::CentroidResultKey::addFields(schema, name+"_pos", doc + ": positive lobe", meas::base::SIGMA_ONLY);
    meas::base::CentroidResultKey::addFields(schema, name+"_neg", doc + ": negative lobe", meas::base::SIGMA_ONLY);
    _centerKeys = ResultKey(schema[name]);

    _positiveKeys = ResultKey(schema[name+"_pos"]);
    _negativeKeys = ResultKey(schema[name+"_neg"]);
}

inline DipoleFluxAlgorithm::DipoleFluxAlgorithm(
    Control const & ctrl, std::string const & name, afw::table::Schema & schema,
        std::string const & doc, ResultKey const & positiveKeys, ResultKey const & negativeKeys
    ) :
    _ctrl(ctrl)
{
    _flagHandler = meas::base::FlagHandler::addFields(schema, name, getFlagDefinitions());
    meas::base::FluxResultKey::addFields(schema, name+"_pos", doc+": positive lobe");
    meas::base::FluxResultKey::addFields(schema, name+"_neg", doc+": negative lobe");
    _positiveKeys = ResultKey(positiveKeys);
    _negativeKeys = ResultKey(negativeKeys);
}

inline DipoleFluxAlgorithm::DipoleFluxAlgorithm(
    Control const & ctrl, std::string const & name, afw::table::Schema & schema,
        std::string const & doc
    ) :
    _ctrl(ctrl)
{
    _flagHandler = meas::base::FlagHandler::addFields(schema, name, getFlagDefinitions());
    meas::base::FluxResultKey::addFields(schema, name+"_pos", doc+": positive lobe");
    meas::base::FluxResultKey::addFields(schema, name+"_neg", doc+": negative lobe");
    _positiveKeys = ResultKey(schema[name+"_pos"]);
    _negativeKeys = ResultKey(schema[name+"_neg"]);
}

/*
class that knows how to calculate centroids as a simple unweighted first
 * moment of the 3x3 region around the peaks
 */
class NaiveDipoleFlux : public DipoleFluxAlgorithm {
public:

    typedef DipoleFluxControl Control;

    NaiveDipoleFlux(Control const & ctrl, std::string const & name, afw::table::Schema & schema) :
        DipoleFluxAlgorithm(ctrl, name, schema, "raw flux counts"),
        _numPositiveKey(schema.addField<int>(name+"_npos", "number of positive pixels", "count")),
        _numNegativeKey(schema.addField<int>(name+"_nneg", "number of negative pixels", "count"))
    {
    }

    void measure(
        afw::table::SourceRecord & measRecord,
        afw::image::Exposure<float> const & exposure
    ) const;

    void fail(
        afw::table::SourceRecord & measRecord,
        meas::base::MeasurementError * error=NULL
    ) const;

private:

    Control _ctrl;
    afw::table::Key<int> _numPositiveKey;
    afw::table::Key<int> _numNegativeKey;
};

class NaiveDipoleCentroid : public DipoleCentroidAlgorithm {
public:

    NaiveDipoleCentroid(Control const & ctrl, std::string const & name, afw::table::Schema & schema);
    typedef meas::base::CentroidResultKey ResultKey;

    ResultKey const & getCenterKeys() const { return _centerKeys; }
    ResultKey const & getPositiveKeys() const { return _positiveKeys; }
    ResultKey const & getNegativeKeys() const { return _negativeKeys; }

    void measure(
        afw::table::SourceRecord & measRecord,
        afw::image::Exposure<float> const & exposure
    ) const;

    void mergeCentroids(afw::table::SourceRecord & source, double posValue, double negValue) const;

    void fail(
        afw::table::SourceRecord & measRecord,
        meas::base::MeasurementError * error=NULL
    ) const;

protected:
    NaiveDipoleCentroid(Control const & ctrl, std::string const & name, afw::table::Schema & schema,
        ResultKey const & positiveKeys, ResultKey const & negativeKeys);

private:

    Control _ctrl;
    meas::base::FluxResultKey _fluxResultKey;
    meas::base::FlagHandler _flagHandler;
};




class PsfDipoleFlux : public DipoleFluxAlgorithm {
public:

    typedef PsfDipoleFluxControl Control;

    PsfDipoleFlux(PsfDipoleFluxControl const & ctrl, std::string const & name, afw::table::Schema & schema) :
        DipoleFluxAlgorithm(ctrl, name, schema, "jointly fitted psf flux counts"),
        _ctrl(ctrl),
        _chi2dofKey(schema.addField<float>(name+"_chi2dof",
                                           "chi2 per degree of freedom of fit"))
    {
        meas::base::CentroidResultKey::addFields(schema, name+"_pos_centroid", "psf fitted center of positive lobe", meas::base::SIGMA_ONLY);
        meas::base::CentroidResultKey::addFields(schema, name+"_neg_centroid", "psf fitted center of negative lobe", meas::base::SIGMA_ONLY);
        meas::base::CentroidResultKey::addFields(schema, name+"_centroid", "average of negative and positive lobe positions", meas::base::SIGMA_ONLY);
        _posCentroid = meas::base::CentroidResultKey(schema[name+"_pos_centroid"]);
        _negCentroid = meas::base::CentroidResultKey(schema[name+"_neg_centroid"]);
        _avgCentroid = meas::base::CentroidResultKey(schema[name+"_centroid"]);
    }
    std::pair<double,int> chi2(afw::table::SourceRecord & source,
                afw::image::Exposure<float> const & exposure,
                double negCenterX, double negCenterY, double negFlux,
                double posCenterX, double poCenterY, double posFlux
                ) const;

    void measure(
        afw::table::SourceRecord & measRecord,
        afw::image::Exposure<float> const & exposure
    ) const;

    void fail(
        afw::table::SourceRecord & measRecord,
        meas::base::MeasurementError * error=NULL
    ) const;

private:

    Control _ctrl;
    afw::table::Key<float> _chi2dofKey;
    meas::base::CentroidResultKey  _avgCentroid;
    meas::base::CentroidResultKey  _negCentroid;
    meas::base::CentroidResultKey  _posCentroid;

};

}}}// namespace lsst::ip::diffim

#endif // !LSST_IP_DIFFIM_DIPOLEALGORITHMS_H