/data/refman/pasoursint/CMSSW_5_3_10/src/RecoBTau/JetTagComputer/interface/GenericMVAComputer.h

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#ifndef RecoBTau_BTauComputer_GenericMVAComputer_h
#define RecoBTau_BTauComputer_GenericMVAComputer_h

#include <iterator>
#include <vector>

#include "DataFormats/BTauReco/interface/TaggingVariable.h"
#include "PhysicsTools/MVAComputer/interface/AtomicId.h"
#include "PhysicsTools/MVAComputer/interface/Calibration.h"
#include "PhysicsTools/MVAComputer/interface/MVAComputer.h"

// overload MVAComputer and replace eval() methods to work on TaggingVariable
class GenericMVAComputer : public PhysicsTools::MVAComputer {
    public:
        // forward declarations;
        template<typename Iter_t> class TaggingVariableIterator;
        class TaggingVariableMapping;

        GenericMVAComputer(const PhysicsTools::Calibration::MVAComputer *calib) :
                PhysicsTools::MVAComputer(calib) {}

        // create wrapping iterator
        template<typename Iter_t>
        inline TaggingVariableIterator<Iter_t> iterator(Iter_t iter) const
        { return TaggingVariableIterator<Iter_t>(&mapping, iter); }

        // overload eval method to work on containers of TaggingVariable
        template<typename Iter_t>
        inline double eval(Iter_t first, Iter_t last) const
        {
                typedef TaggingVariableIterator<Iter_t> Wrapped_t;
                return PhysicsTools::MVAComputer::template eval<Wrapped_t>(
                        iterator<Iter_t>(first), iterator<Iter_t>(last));
        }

        template<typename Container_t>
        inline double eval(const Container_t &values) const
        {
                typedef typename Container_t::const_iterator Iter_t;
                return this->template eval<Iter_t>(values.begin(), values.end());
        }

        // iterator wrapper with on-the-fly TaggingVariableName -> AtomicId mapping
        //
        // Notice that this tells the computer to completely inline it
        // this is reasonable since inlining it means that the optimizer
        // will not produce any additional code for the wrapper
        // (it is entirely optimized away), except for the actual mapping
        // which is no more than a simple array lookup.
        //
        // The result will be inlined into the eval() template of MVAComputer
        // which will be instantiated as one single tightly-integrated
        // function.
        template<typename Iter_t>
        class TaggingVariableIterator {
            public:
                // class implementing MVAComputer::Variable::Value interface
                struct Value {
                    public:
                        // the actual operator doing the mapping
                        inline PhysicsTools::AtomicId getName() const
                        { return mapping->getAtomicId(iter->first); }

                        inline double getValue() const
                        { return iter->second; }

                        operator PhysicsTools::Variable::Value() const
                        {
                                return PhysicsTools::Variable::Value(
                                                getName(), getValue());
                        }

                    protected:
                        friend class TaggingVariableIterator;

                        inline Value(TaggingVariableMapping *mapping,
                                     const Iter_t &iter) :
                                mapping(mapping), iter(iter) {}

                    private:
                        // pointer to the current mapping
                        TaggingVariableMapping  *mapping;
                        // iterator to reco::TaggingVariable in orig. container
                        Iter_t                  iter;
                };

                typedef std::forward_iterator_tag                               iterator_category;
                typedef Value                                                   value_type;
                typedef typename std::iterator_traits<Iter_t>::difference_type  difference_type;
                typedef const Value                                             *pointer;
                typedef const Value                                             &reference;

                inline ~TaggingVariableIterator() {}

                // methods to make class a standard forward iterator

                inline const Value &operator * () const { return value; }
                inline Value &operator * () { return value; }

                inline const Value *operator -> () const { return &value; }
                inline Value *operator -> () { return &value; }

                inline bool operator == (const TaggingVariableIterator &other) const
                { return value.iter == other.value.iter; }
                inline bool operator != (const TaggingVariableIterator &other) const
                { return value.iter != other.value.iter; }
                inline bool operator < (const TaggingVariableIterator &other) const
                { return value.iter < other.value.iter; }

                inline TaggingVariableIterator &operator ++ ()
                { ++value.iter; return *this; }

                inline TaggingVariableIterator operator ++ (int dummy)
                { TaggingVariableIterator orig = *this; ++value.iter; return orig; }

            protected:
                friend class GenericMVAComputer;
                inline TaggingVariableIterator(TaggingVariableMapping *mapping,
                                               const Iter_t &iter) :
                        value(mapping, iter) {}

            private:
                // holds the current "value"
                // it's really only an iterator that points the original
                // current TaggingVariable plus required methods
                Value                   value;
        };

        // TaggingVariableName -> PhysicsTools::AtomicId mapping
        class TaggingVariableMapping {
            public:
                typedef PhysicsTools::AtomicId          AtomicId;
                typedef reco::TaggingVariableName       TaggingName;

                TaggingVariableMapping();
                ~TaggingVariableMapping() {}

                inline AtomicId getAtomicId(TaggingName taggingName) const
                { return taggingVarToAtomicId[taggingName]; }

            private:
                std::vector<AtomicId>   taggingVarToAtomicId;
        };

    private:
        static TaggingVariableMapping   mapping;
};

#endif // RecoBTau_BTauComputer_GenericMVAComputer_h