TreeSaver.cc

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#include <unistd.h>
#include <functional>
#include <algorithm>
#include <iostream>
#include <sstream>
#include <fstream>
#include <cstddef>
#include <cstring>
#include <cstdio>
#include <vector>
#include <memory>

#include <xercesc/dom/DOM.hpp>

#include <TDirectory.h>
#include <TTree.h>
#include <TFile.h>
#include <TCut.h>

#include "FWCore/Utilities/interface/Exception.h"

#include "PhysicsTools/MVAComputer/interface/AtomicId.h"
#include "PhysicsTools/MVAComputer/interface/memstream.h"
#include "PhysicsTools/MVAComputer/interface/zstream.h"

#include "PhysicsTools/MVATrainer/interface/XMLDocument.h"
#include "PhysicsTools/MVATrainer/interface/XMLSimpleStr.h"
#include "PhysicsTools/MVATrainer/interface/MVATrainer.h"
#include "PhysicsTools/MVATrainer/interface/SourceVariable.h"
#include "PhysicsTools/MVATrainer/interface/TrainProcessor.h"

XERCES_CPP_NAMESPACE_USE

using namespace PhysicsTools;

namespace { // anonymous

class ROOTContextSentinel {
    public:
    ROOTContextSentinel() : dir(gDirectory), file(gFile) {}
    ~ROOTContextSentinel() { gDirectory = dir; gFile = file; }

    private:
    TDirectory  *dir;
    TFile       *file;
};

class TreeSaver : public TrainProcessor {
    public:
    typedef TrainProcessor::Registry<TreeSaver>::Type Registry;

    TreeSaver(const char *name, const AtomicId *id,
             MVATrainer *trainer);
    virtual ~TreeSaver();

    virtual void configure(DOMElement *elem) override;
    virtual void passFlags(const std::vector<Variable::Flags> &flags) override;

    virtual void trainBegin() override;
    virtual void trainData(const std::vector<double> *values,
                           bool target, double weight) override;
    virtual void trainEnd() override;

    private:
    void init();

    std::string getTreeName() const
    { return trainer->getName() + '_' + (const char*)getName(); }

    enum Iteration {
        ITER_EXPORT,
        ITER_DONE
    } iteration;

    struct Var {
        std::string     name;
        Variable::Flags     flags;
        double          value;
        std::vector<double> values;
        std::vector<double> *ptr;

        bool hasName(std::string other) const
        { return name == other; }
    };

    std::unique_ptr<TFile>      file;
    TTree               *tree;
    Double_t            weight;
    Bool_t              target;
    std::vector<Var>        vars;
    bool                flagsPassed, begun;
};

TreeSaver::Registry registry("TreeSaver");

TreeSaver::TreeSaver(const char *name, const AtomicId *id,
                   MVATrainer *trainer) :
    TrainProcessor(name, id, trainer),
    iteration(ITER_EXPORT), tree(0), flagsPassed(false), begun(false)
{
}

TreeSaver::~TreeSaver()
{
}

void TreeSaver::configure(DOMElement *elem)
{
    std::vector<SourceVariable*> inputs = getInputs().get();

    for(std::vector<SourceVariable*>::const_iterator iter = inputs.begin();
        iter != inputs.end(); iter++) {
        std::string name = (const char*)(*iter)->getName();

        if (std::find_if(vars.begin(), vars.end(),
                         std::bind2nd(std::mem_fun_ref(&Var::hasName),
                                      name)) != vars.end()) {
            for(unsigned i = 1;; i++) {
                std::ostringstream ss;
                ss << name << "_" << i;
                if (std::find_if(vars.begin(), vars.end(),
                                 std::bind2nd(
                            std::mem_fun_ref(
                                &Var::hasName),
                            ss.str())) ==
                    vars.end()) {
                    name = ss.str();
                    break;
                }
            }
        }

        Var var;
        var.name = name;
        var.flags = Variable::FLAG_NONE;
        var.ptr = 0;
        vars.push_back(var);
    }
}

void TreeSaver::init()
{
    tree->Branch("__WEIGHT__", &weight, "__WEIGHT__/D");
    tree->Branch("__TARGET__", &target, "__TARGET__/O");

    vars.resize(vars.size());

    std::vector<Var>::iterator pos = vars.begin();
    for(std::vector<Var>::iterator iter = vars.begin();
        iter != vars.end(); iter++, pos++) {
        if (iter->flags & Variable::FLAG_MULTIPLE) {
            iter->ptr = &iter->values;
            tree->Branch(iter->name.c_str(),
                         "std::vector<double>",
                         &pos->ptr);
        } else
            tree->Branch(iter->name.c_str(), &pos->value,
                        (iter->name + "/D").c_str());
    }
}

void TreeSaver::passFlags(const std::vector<Variable::Flags> &flags)
{
    assert(flags.size() == vars.size());
    unsigned int idx = 0;
    for(std::vector<Variable::Flags>::const_iterator iter = flags.begin();
        iter != flags.end(); ++iter, idx++)
        vars[idx].flags = *iter;

    if (begun && !flagsPassed)
        init();
    flagsPassed = true;
}

void TreeSaver::trainBegin()
{
    if (iteration == ITER_EXPORT) {
        ROOTContextSentinel ctx;

        file = std::unique_ptr<TFile>(TFile::Open(
            trainer->trainFileName(this, "root").c_str(),
            "RECREATE"));
        if (!file.get())
            throw cms::Exception("TreeSaver")
                << "Could not open ROOT file for writing."
                << std::endl;

        file->cd();
        tree = new TTree(getTreeName().c_str(),
                         "MVATrainer signal and background");

        if (!begun && flagsPassed)
            init();
        begun = true;
    }
}

void TreeSaver::trainData(const std::vector<double> *values,
                         bool target, double weight)
{
    if (iteration != ITER_EXPORT)
        return;

    this->weight = weight;
    this->target = target;
    for(unsigned int i = 0; i < vars.size(); i++, values++) {
        Var &var = vars[i];
        if (var.flags & Variable::FLAG_MULTIPLE)
            var.values = *values;
        else if (values->empty())
            var.value = -999.0;
        else
            var.value = values->front();
    }

    tree->Fill();
}

void TreeSaver::trainEnd()
{
    switch(iteration) {
        case ITER_EXPORT:
        /* ROOT context-safe */ {
            ROOTContextSentinel ctx;
            file->cd();
            tree->Write();
            file->Close();
            file.reset();
        }
        vars.clear();

        iteration = ITER_DONE;
        trained = true;
        break;
        default:
        /* shut up */;
    }
}

} // anonymous namespace