JFit3D.cc

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#include <string>
#include <iostream>
#include <iomanip>
#include <vector>
#include <algorithm>
#include <chrono>
 
#include "TROOT.h"
#include "TFile.h"
#include "TKey.h"
#include "TH3.h"
#include "TProfile.h"
#include "TF3.h"
#include "TFitResult.h"
#include "TString.h"
#include "TRegexp.h"
 
#include "JROOT/JMinimizer.hh"
 
#include "JLang/JType.hh"
#include "JLang/JTypeList.hh"
#include "JLang/JToken.hh"
#include "JTools/JRange.hh"
 
#include "JGizmo/JRootObjectID.hh"
#include "JGizmo/JGizmoToolkit.hh"
 
#include "Jeep/JPrint.hh"
#include "Jeep/JParser.hh"
#include "Jeep/JMessage.hh"
 
 
namespace {
 
  using namespace JPP;
 
  const char* const _F3 = ".f3";  //!< extension of name for fit function
 
  /**
   * Auxiliary class for ROOT fit.
   */
  struct JFit {
    /**
     * Constructor.
     *
     * \param  object      object
     * \param  fcn         fcn
     * \param  option      option
     */
    JFit(TObject&           object,
         TF3*               fcn,
         const std::string& option) :
      object(object),
      fcn   (fcn),
      option(option)
    {}
 
 
    /**
     * Attempt fit for given data type.
     *
     * \param  type        data type
     */
    template<class T>
    void operator()(const JType<T>& type)
    {
      try {
        result = dynamic_cast<T&>(object).Fit(fcn, option.c_str(), "same");
      }
      catch(const std::exception&) {}
    }
 
    TObject&      object;
    TF3*          fcn;
    std::string   option;
    TFitResultPtr result;
  };
}
 
 
/**
 * \file
 * General purpose fit program for 3D ROOT objects.\n
 * The option <tt>-f</tt> corresponds to <tt><file name>:<object name></tt>.
 *
 * The expressions for the fit function, start and fixed values should comply 
 * with ROOT class TFormula.
 *
 * In the expressions of the start and fixed values, names of member methods
 * of corresponding class of the fit object may appear, 
 * such as TH1::GetMaximum, TH1::GetRMS, etc., e.g:
 * <pre>
 *      -F "[0]*exp(-0.5*x*x/([1]*[1])*exp(-0.5*y*y/([2]*[2])*exp(-0.5*z*z/([3]*[3])"
 *      -@ "p0 = GetMaximum; p1 = 2*GetRMS(1); .."
 *      -= "p3 = 1"
 * </pre>
 * The result of the formulas for the start and fixed values will be evaluated
 * for each histogram separately.
 * \author mdejong
 */
int main(int argc, char **argv)
{
  using namespace std;
  using namespace JPP;
 
  typedef JToken<';'>      JToken_t;
  typedef JRange<double>   JRange_t;
 
  vector<JRootObjectID>    inputFile;
  string                   outputFile;
  string                   formula;
  vector<JToken_t>         startValues;
  vector<JToken_t>         startErrors;
  vector<JToken_t>         fixedValues;
  vector<JToken_t>         limitValues;
  JRange_t                 X;
  JRange_t                 Y;
  JRange_t                 Z;  
  string                   option;
  bool                     writeFits;
  int                      debug;
 
  try {
 
    JParser<> zap("General purpose fit program for 2D ROOT objects.");
 
    zap['f'] = make_field(inputFile,   "<input file>:<object name>");
    zap['o'] = make_field(outputFile,  "ROOT file with fit results")         = "fit.root";
    zap['F'] = make_field(formula,     "fit formula, e.g: \"[0]+[1]*x\"");
    zap['@'] = make_field(startValues, "start values, e.g: \"p0 = GetMaximum;\"");
    zap['E'] = make_field(startErrors, "start errors, e.g: \"p0 = 0.01 * GetMaximum;\"")            = JPARSER::initialised();
    zap['='] = make_field(fixedValues, "fixed values, e.g: \"p0 = GetMaximum;\"")                   = JPARSER::initialised();
    zap['R'] = make_field(limitValues, "limit values, e.g: \"p0 = <lower limit> <upper limit>;\"")  = JPARSER::initialised();
    zap['x'] = make_field(X,           "abscissa range")                     = JRange_t();
    zap['y'] = make_field(Y,           "abscissa range")                     = JRange_t();
    zap['z'] = make_field(Z,           "abscissa range")                     = JRange_t();    
    zap['O'] = make_field(option,      "Fit option")                         = "";
    zap['w'] = make_field(writeFits,   "write fit function(s) to ROOT file " << "(\"<name>" << _F3 << "\")");
    zap['M'] = make_field(minimizer,   "ROOT minimizer type and algorithm [debug]")                 = JMinimizer();
    zap['d'] = make_field(debug)        = 1;
 
    zap(argc, argv);
  }
  catch(const exception &error) {
    FATAL(error.what() << endl);
  }
 
 
  if (option.find('O') == string::npos) { option += "O"; }
  if (option.find("R") == string::npos) { option += "R"; }
  if (option.find("S") == string::npos) { option += "S"; }
  //if (option.find('N') == string::npos) { option += "N"; }
  if (debug ==  0 && option.find('Q') == string::npos) { option += "Q"; }
 
 
  TFile out(outputFile.c_str(), "recreate");
 
 
  TF3* fcn = new TF3("user", formula.c_str());
 
  fcn->SetNpx(300);
  fcn->SetNpy(300);
  fcn->SetNpz(300);
 
  if (fcn->IsZombie()) {
    FATAL("Function: " << formula << " is zombie." << endl);
  }
 
  for (vector<JRootObjectID>::const_iterator input = inputFile.begin(); input != inputFile.end(); ++input) {
 
    DEBUG("Input: " << *input << endl);
 
    TDirectory* dir = getDirectory(*input);
 
    if (dir == NULL) {
      ERROR("File: " << input->getFullFilename() << " not opened." << endl);
      continue;
    }
 
    const TRegexp regexp(input->getObjectName());
 
    TIter iter(dir->GetListOfKeys());
 
    for (TKey* key; (key = (TKey*) iter.Next()) != NULL; ) {
       
      const TString tag(key->GetName());
 
      DEBUG("Key: " << tag << " match = " << tag.Contains(regexp) << endl);
 
      // option match
      
      if (tag.Contains(regexp) && isTObject(key)) {
        
        TObject* object = key->ReadObj();
      
 
        // set fit parameters
 
        try {
 
          for (vector<JToken_t>::const_iterator i = startValues.begin(); i != startValues.end(); ++i) {
            fcn->SetParameter(getParameter(*i), getValue(*i,object));
          }
 
          for (Int_t i = 0; i != fcn->GetNpar(); ++i) {
            fcn->SetParError (i, 0.0);
          }
 
          for (vector<JToken_t>::const_iterator i = startErrors.begin(); i != startErrors.end(); ++i) {
            fcn->SetParError (getParameter(*i), getValue(*i,object));
          }
          
          for (vector<JToken_t>::const_iterator i = fixedValues.begin(); i != fixedValues.end(); ++i) {
            fcn->FixParameter(getParameter(*i), getValue(*i,object));
          }
 
          for (vector<JToken_t>::const_iterator i = limitValues.begin(); i != limitValues.end(); ++i) {
            fcn->SetParLimits(getParameter(*i), getValue(*i,0), getValue(*i,1));
          }
 
        }
        catch(JLANG::JParseError& error) {
          FATAL(error << endl);
        }
 
        DEBUG("Start values " << object->GetName() << endl);
 
        for (int i = 0; i != fcn->GetNpar(); ++i) {
          DEBUG(left << setw(12) << fcn->GetParName  (i) << ' ' << 
                SCIENTIFIC(12,5) << fcn->GetParameter(i) << endl);
        }
 
        Double_t xmin = numeric_limits<Double_t>::max();
        Double_t xmax = numeric_limits<Double_t>::lowest();
        Double_t ymin = numeric_limits<Double_t>::max();
        Double_t ymax = numeric_limits<Double_t>::lowest();
        Double_t zmin = numeric_limits<Double_t>::max();
        Double_t zmax = numeric_limits<Double_t>::lowest();
 
        {
          TH3* h3 = dynamic_cast<TH3*>(object);
 
          if (h3 != NULL) {
            xmin = min(xmin, h3->GetXaxis()->GetXmin());
            xmax = max(xmax, h3->GetXaxis()->GetXmax());
            ymin = min(ymin, h3->GetYaxis()->GetXmin());
            ymax = max(ymax, h3->GetYaxis()->GetXmax());
            zmin = min(zmin, h3->GetZaxis()->GetXmin());
            zmax = max(zmax, h3->GetZaxis()->GetXmax());
          }
        }
 
        if (X != JRange_t()) {
          xmin = X.getLowerLimit();
          xmax = X.getUpperLimit();
        }
 
        if (Y != JRange_t()) {
          ymin = Y.getLowerLimit();
          ymax = Y.getUpperLimit();
        }
 
        if (Z != JRange_t()) {
          zmin = Z.getLowerLimit();
          zmax = Z.getUpperLimit();
        }
 
        fcn->SetRange(xmin, ymin, zmin, xmax, ymax, zmax);
 
          
        // execute fit
 
        const chrono::steady_clock::time_point t0 = chrono::steady_clock::now();
 
        JFit fit(*object, fcn, option);
 
        for_each(fit, JType<TH3>());
  
        const chrono::steady_clock::time_point t1 = chrono::steady_clock::now();
 
        if (fit.result != -1) {
 
          // output fit results
            
          NOTICE("Fit values  " << object->GetName() << endl);
          NOTICE("Fit formula " << formula           << endl);
          NOTICE("chi2/NDF "    << FIXED(7,3) << fit.result->Chi2() << '/' << fit.result->Ndf() << ' ' << (fit.result->IsValid() ? "" : "failed") << endl);
          NOTICE("Number of calls " << fit.result->NCalls() << endl);
          NOTICE("Elapsed time [us] " << setw(8) << chrono::duration_cast<chrono::microseconds>(t1 - t0).count() << endl);
 
          for (int j = 0; j != fcn->GetNpar(); ++j) {
            NOTICE(left << setw(12) << fcn->GetParName  (j) << ' '     << 
                   SCIENTIFIC(12,5) << fcn->GetParameter(j) << " +/- " << 
                   SCIENTIFIC(12,5) << fcn->GetParError (j) << endl);
          }
 
        } else {
 
          WARNING("Object: not compatible with ROOT Fit." << endl);
        }
 
        out.cd();
        
        object->Write();
        fcn   ->Write();
 
        if (writeFits) {
 
          TObject* p = object->Clone(MAKE_CSTRING(object->GetName() << _F3));
 
          {
            TH2* h2 = dynamic_cast<TH2*>(p);
 
            if (h2 != NULL) {
              for (Int_t ix = 1; ix <= h2->GetXaxis()->GetNbins(); ++ix) {
                for (Int_t iy = 1; iy <= h2->GetYaxis()->GetNbins(); ++iy) {
                  for (Int_t iz = 1; iz <= h2->GetZaxis()->GetNbins(); ++iz) {
 
                    const Double_t x = h2->GetXaxis()->GetBinCenter(ix);
                    const Double_t y = h2->GetYaxis()->GetBinCenter(iy);
                    const Double_t z = h2->GetZaxis()->GetBinCenter(iz);
 
                    h2->SetBinContent(ix, iy, fcn->Eval(x,y,z));
                    h2->SetBinError  (ix, iy, 0.0);
                  }
                }
              }
            }
          }
        }
      }
    }
 
    dir->Close();
  }
 
  out.Write();
  out.Close();
}