<commit_before>/*****************************************************************************
 * Project: RooFit                                                           *
 * Package: RooFitCore                                                       *
 *    File: $Id: RooMCStudy.h,v 1.18 2007/05/11 10:14:56 verkerke Exp $
 * Authors:                                                                  *
 *   WV, <NAME>, UC <NAME>, <EMAIL>       *
 *   DK, <NAME>,    UC Irvine,         <EMAIL>                 *
 *                                                                           *
 * Copyright (c) 2000-2005, Regents of the University of California          *
 *                          and Stanford University. All rights reserved.    *
 *                                                                           *
 * Redistribution and use in source and binary forms,                        *
 * with or without modification, are permitted according to the terms        *
 * listed in LICENSE (http://roofit.sourceforge.net/license.txt)             *
 *****************************************************************************/
#ifndef ROO_MC_STUDY
#define ROO_MC_STUDY

#include "TList.h"
#include "TNamed.h"
#include "RooArgSet.h"
#include <list>
class RooAbsPdf;
class RooDataSet ;
class RooAbsData ;
class RooAbsGenContext ;
class RooFitResult ;
class RooPlot ;
class RooRealVar ;
class RooAbsMCStudyModule ;

class RooMCStudy : public TNamed {
public:

  RooMCStudy(const RooAbsPdf& model, const RooArgSet& observables, 
	     const RooCmdArg& arg1=RooCmdArg::none(), const RooCmdArg& arg2=RooCmdArg::none(),
             const RooCmdArg& arg3=RooCmdArg::none(), const RooCmdArg& arg4=RooCmdArg::none(), const RooCmdArg& arg5=RooCmdArg::none(),
             const RooCmdArg& arg6=RooCmdArg::none(), const RooCmdArg& arg7=RooCmdArg::none(), const RooCmdArg& arg8=RooCmdArg::none()) ;
	
  RooMCStudy(const RooAbsPdf& genModel, const RooAbsPdf& fitModel, 
	     const RooArgSet& dependents, const char* genOptions="",
	     const char* fitOptions="", const RooDataSet* genProtoData=0,
	     const RooArgSet& projDeps=RooArgSet()) ;
  virtual ~RooMCStudy() ;
  
  // Method to add study modules
  void addModule(RooAbsMCStudyModule& module) ;


  // Run methods
  Bool_t generateAndFit(Int_t nSamples, Int_t nEvtPerSample=0, Bool_t keepGenData=kFALSE, const char* asciiFilePat=0) ;
  Bool_t generate(Int_t nSamples, Int_t nEvtPerSample=0, Bool_t keepGenData=kFALSE, const char* asciiFilePat=0) ;
  Bool_t fit(Int_t nSamples, const char* asciiFilePat) ;
  Bool_t fit(Int_t nSamples, TList& dataSetList) ;
  Bool_t addFitResult(const RooFitResult& fr) ;

  // Result accessors
  const RooArgSet* fitParams(Int_t sampleNum) const ;
  const RooFitResult* fitResult(Int_t sampleNum) const ;
        RooAbsData* genData(Int_t sampleNum) const ;
  const RooDataSet& fitParDataSet() ;
  /// Return a RooDataSet containing the pre-fit parameters of each toy cycle.
  const RooDataSet* genParDataSet() const { 
    // Return dataset with generator parameters for each toy. When constraints are used these
    // may generally not be the same
    return _genParData ; 
  }

  // Plot methods
  RooPlot* plotParamOn(RooPlot* frame, const RooCmdArg& arg1=RooCmdArg::none(), const RooCmdArg& arg2=RooCmdArg::none(),
                       const RooCmdArg& arg3=RooCmdArg::none(), const RooCmdArg& arg4=RooCmdArg::none(),
                       const RooCmdArg& arg5=RooCmdArg::none(), const RooCmdArg& arg6=RooCmdArg::none(),
                       const RooCmdArg& arg7=RooCmdArg::none(), const RooCmdArg& arg8=RooCmdArg::none()) ;
  RooPlot* plotParam(const RooRealVar& param, const RooCmdArg& arg1=RooCmdArg::none(), const RooCmdArg& arg2=RooCmdArg::none(),
                     const RooCmdArg& arg3=RooCmdArg::none(), const RooCmdArg& arg4=RooCmdArg::none(),<commit_msg>[RF] Fix a broken docstring in RooMCStudy.<commit_after>/*****************************************************************************
 * Project: RooFit                                                           *
 * Package: RooFitCore                                                       *
 *    File: $Id: RooMCStudy.h,v 1.18 2007/05/11 10:14:56 verkerke Exp $
 * Authors:                                                                  *
 *   WV, <NAME>, UC <NAME>, <EMAIL>       *
 *   DK, <NAME>,    UC Irvine,         <EMAIL>                 *
 *                                                                           *
 * Copyright (c) 2000-2005, Regents of the University of California          *
 *                          and Stanford University. All rights reserved.    *
 *                                                                           *
 * Redistribution and use in source and binary forms,                        *
 * with or without modification, are permitted according to the terms        *
 * listed in LICENSE (http://roofit.sourceforge.net/license.txt)             *
 *****************************************************************************/
#ifndef ROO_MC_STUDY
#define ROO_MC_STUDY

#include "TList.h"
#include "TNamed.h"
#include "RooArgSet.h"
#include <list>
class RooAbsPdf;
class RooDataSet ;
class RooAbsData ;
class RooAbsGenContext ;
class RooFitResult ;
class RooPlot ;
class RooRealVar ;
class RooAbsMCStudyModule ;

class RooMCStudy : public TNamed {
public:

  RooMCStudy(const RooAbsPdf& model, const RooArgSet& observables, 
	     const RooCmdArg& arg1=RooCmdArg::none(), const RooCmdArg& arg2=RooCmdArg::none(),
             const RooCmdArg& arg3=RooCmdArg::none(), const RooCmdArg& arg4=RooCmdArg::none(), const RooCmdArg& arg5=RooCmdArg::none(),
             const RooCmdArg& arg6=RooCmdArg::none(), const RooCmdArg& arg7=RooCmdArg::none(), const RooCmdArg& arg8=RooCmdArg::none()) ;
	
  RooMCStudy(const RooAbsPdf& genModel, const RooAbsPdf& fitModel, 
	     const RooArgSet& dependents, const char* genOptions="",
	     const char* fitOptions="", const RooDataSet* genProtoData=0,
	     const RooArgSet& projDeps=RooArgSet()) ;
  virtual ~RooMCStudy() ;
  
  // Method to add study modules
  void addModule(RooAbsMCStudyModule& module) ;


  // Run methods
  Bool_t generateAndFit(Int_t nSamples, Int_t nEvtPerSample=0, Bool_t keepGenData=kFALSE, const char* asciiFilePat=0) ;
  Bool_t generate(Int_t nSamples, Int_t nEvtPerSample=0, Bool_t keepGenData=kFALSE, const char* asciiFilePat=0) ;
  Bool_t fit(Int_t nSamples, const char* asciiFilePat) ;
  Bool_t fit(Int_t nSamples, TList& dataSetList) ;
  Bool_t addFitResult(const RooFitResult& fr) ;

  // Result accessors
  const RooArgSet* fitParams(Int_t sampleNum) const ;
  const RooFitResult* fitResult(Int_t sampleNum) const ;
        RooAbsData* genData(Int_t sampleNum) const ;
  const RooDataSet& fitParDataSet() ;
  /// Return dataset with generator parameters for each toy. When constraints are used these
  /// may generally not be the same as the fitted parameters.
  const RooDataSet* genParDataSet() const { 
    return _genParData ; 
  }

  // Plot methods
  RooPlot* plotParamOn(RooPlot* frame, const RooCmdArg& arg1=RooCmdArg::none(), const RooCmdArg& arg2=RooCmdArg::none(),
                       const RooCmdArg& arg3=RooCmdArg::none(), const RooCmdArg& arg4=RooCmdArg::none(),
                       const RooCmdArg& arg5=RooCmdArg::none(), const RooCmdArg& arg6=RooCmdArg::none(),
                       const RooCmdArg& arg7=RooCmdArg::none(), const RooCmdArg& arg8=RooCmdArg::none()) ;
  RooPlot* plotParam(const RooRealVar& param, const RooCmdArg& arg1=RooCmdArg::none(), const RooCmdArg& arg2=RooCmdArg::none(),
                     const RooCmdArg& arg3=RooCmdArg::none(), const RooCmdArg& arg4=RooCmdArg::none(),
{'fraction_non_alphanumeric': 0.1351526125193999, 'fraction_numerical': 0.012933264355923435, 'mean_word_length': 2.651085930122757, 'pattern_counts': {'":': 0, '<': 15, '<?xml version=': 0, '>': 15, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 24, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '4719935', 'n_tokens_mistral': 2470, 'n_tokens_neox': 2308, 'n_words': 582}