RooAbsReal.h

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/*****************************************************************************
 * Project: RooFit                                                           *
 * Package: RooFitCore                                                       *
 *    File: $Id: RooAbsReal.h,v 1.75 2007/07/13 21:50:24 wouter Exp $
 * Authors:                                                                  *
 *   WV, Wouter Verkerke, UC Santa Barbara, verkerke@slac.stanford.edu       *
 *   DK, David Kirkby,    UC Irvine,         dkirkby@uci.edu                 *
 *                                                                           *
 * 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_ABS_REAL
#define ROO_ABS_REAL
 
#include "RooAbsArg.h"
#include "RooCmdArg.h"
#include "RooCurve.h"
#include "RooArgSet.h"
#include "RooArgList.h"
#include "RooGlobalFunc.h"
#include "RooSpan.h"
#include "BatchData.h"
 
class RooArgList ;
class RooDataSet ;
class RooPlot;
class RooRealVar;
class RooAbsFunc;
class RooAbsCategoryLValue ;
class RooCategory ;
class RooLinkedList ;
class RooNumIntConfig ;
class RooDataHist ;
class RooFunctor ;
class RooGenFunction ;
class RooMultiGenFunction ;
class RooFitResult ;
class RooAbsMoment ;
class RooDerivative ;
class RooVectorDataStore ;
namespace RooHelpers {
class BatchInterfaceAccessor;
}
 
class TH1;
class TH1F;
class TH2F;
class TH3F;
 
#include <list>
#include <string>
#include <iostream>
#include <sstream>
 
class RooAbsReal : public RooAbsArg {
public:
  // Constructors, assignment etc
  RooAbsReal() ;
  RooAbsReal(const char *name, const char *title, const char *unit= "") ;
  RooAbsReal(const char *name, const char *title, Double_t minVal, Double_t maxVal, 
        const char *unit= "") ;
  RooAbsReal(const RooAbsReal& other, const char* name=0);
  RooAbsReal& operator=(const RooAbsReal& other);
  virtual ~RooAbsReal();
 
 
 
 
  //////////////////////////////////////////////////////////////////////////////////
  /// Evaluate object. Returns either cached value or triggers a recalculation.
  /// The recalculation happens by calling getValV(), which in the end calls the
  /// virtual evaluate() functions of the respective PDFs.
  /// \param[in] normalisationSet getValV() reacts differently depending on the value of the normalisation set.
  /// If the set is `nullptr`, an unnormalised value is returned.
  /// \note The normalisation is arbitrary, because it is up to the implementation
  /// of the PDF to e.g. leave out normalisation constants for speed reasons. The range
  /// of the variables is also ignored.
  ///
  /// To normalise the result properly, a RooArgSet has to be passed, which contains
  /// the variables to normalise over.
  /// These are integrated over their current ranges to compute the normalisation constant,
  /// and the unnormalised result is divided by this value.
  inline Double_t getVal(const RooArgSet* normalisationSet = nullptr) const {
#ifdef ROOFIT_CHECK_CACHED_VALUES
    return _DEBUG_getVal(normalisationSet);
#else
 
#ifndef _WIN32
    return (_fast && !_inhibitDirty) ? _value : getValV(normalisationSet) ;
#else
    return (_fast && !inhibitDirty()) ? _value : getValV(normalisationSet) ;
#endif
 
#endif
  }
 
  /// Like getVal(const RooArgSet*), but always requires an argument for normalisation.
  inline  Double_t getVal(const RooArgSet& normalisationSet) const { return _fast ? _value : getValV(&normalisationSet) ; }
 
  virtual Double_t getValV(const RooArgSet* normalisationSet = nullptr) const ;
 
  virtual RooSpan<const double> getValBatch(std::size_t begin, std::size_t maxSize, const RooArgSet* normSet = nullptr) const;
 
  Double_t getPropagatedError(const RooFitResult &fr, const RooArgSet &nset = RooArgSet()) const;
 
  Bool_t operator==(Double_t value) const ;
  virtual Bool_t operator==(const RooAbsArg& other) ;
  virtual Bool_t isIdentical(const RooAbsArg& other, Bool_t assumeSameType=kFALSE)  ;
 
 
  inline const Text_t *getUnit() const { 
    // Return string with unit description
    return _unit.Data(); 
  }
  inline void setUnit(const char *unit) { 
    // Set unit description to given string
    _unit= unit; 
  }
  TString getTitle(Bool_t appendUnit= kFALSE) const;
 
  // Lightweight interface adaptors (caller takes ownership)
  RooAbsFunc *bindVars(const RooArgSet &vars, const RooArgSet* nset=0, Bool_t clipInvalid=kFALSE) const;
 
  // Create a fundamental-type object that can hold our value.
  RooAbsArg *createFundamental(const char* newname=0) const;
 
  // Analytical integration support
  virtual Int_t getAnalyticalIntegralWN(RooArgSet& allVars, RooArgSet& analVars, const RooArgSet* normSet, const char* rangeName=0) const ;
  virtual Double_t analyticalIntegralWN(Int_t code, const RooArgSet* normSet, const char* rangeName=0) const ;
  virtual Int_t getAnalyticalIntegral(RooArgSet& allVars, RooArgSet& analVars, const char* rangeName=0) const ;
  virtual Double_t analyticalIntegral(Int_t code, const char* rangeName=0) const ;
  virtual Bool_t forceAnalyticalInt(const RooAbsArg& /*dep*/) const { 
    // Interface to force RooRealIntegral to offer given observable for internal integration
    // even if this is deemed unsafe. This default implementation returns always flase
    return kFALSE ; 
  }
  virtual void forceNumInt(Bool_t flag=kTRUE) { 
    // If flag is true, all advertised analytical integrals will be ignored
    // and all integrals are calculated numerically
    _forceNumInt = flag ; 
  }
  Bool_t getForceNumInt() const { return _forceNumInt ; }
 
  // Chi^2 fits to histograms
  virtual RooFitResult* chi2FitTo(RooDataHist& data, 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()) ;
  virtual RooFitResult* chi2FitTo(RooDataHist& data, const RooLinkedList& cmdList) ;
 
  virtual RooAbsReal* createChi2(RooDataHist& data, const RooLinkedList& cmdList) ;
  virtual RooAbsReal* createChi2(RooDataHist& data, 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()) ;
 
  // Chi^2 fits to X-Y datasets
  virtual RooFitResult* chi2FitTo(RooDataSet& xydata, 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()) ;
  virtual RooFitResult* chi2FitTo(RooDataSet& xydata, const RooLinkedList& cmdList) ;
 
  virtual RooAbsReal* createChi2(RooDataSet& data, const RooLinkedList& cmdList) ;
  virtual RooAbsReal* createChi2(RooDataSet& data, 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()) ;
 
 
  virtual RooAbsReal* createProfile(const RooArgSet& paramsOfInterest) ;
 
 
  RooAbsReal* createIntegral(const RooArgSet& iset, const RooCmdArg& arg1, 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()) const ;
 
  /// Create integral over observables in iset in range named rangeName.
  RooAbsReal* createIntegral(const RooArgSet& iset, const char* rangeName) const { 
    return createIntegral(iset,0,0,rangeName) ; 
  }
  /// Create integral over observables in iset in range named rangeName with integrand normalized over observables in nset
  RooAbsReal* createIntegral(const RooArgSet& iset, const RooArgSet& nset, const char* rangeName=0) const { 
    return createIntegral(iset,&nset,0,rangeName) ; 
  }
  /// Create integral over observables in iset in range named rangeName with integrand normalized over observables in nset while
  /// using specified configuration for any numeric integration.
  RooAbsReal* createIntegral(const RooArgSet& iset, const RooArgSet& nset, const RooNumIntConfig& cfg, const char* rangeName=0) const {
    return createIntegral(iset,&nset,&cfg,rangeName) ; 
  }
  /// Create integral over observables in iset in range named rangeName using specified configuration for any numeric integration.
  RooAbsReal* createIntegral(const RooArgSet& iset, const RooNumIntConfig& cfg, const char* rangeName=0) const { 
    return createIntegral(iset,0,&cfg,rangeName) ; 
  }
  virtual RooAbsReal* createIntegral(const RooArgSet& iset, const RooArgSet* nset=0, const RooNumIntConfig* cfg=0, const char* rangeName=0) const ;  
 
 
  void setParameterizeIntegral(const RooArgSet& paramVars) ;
 
  // Create running integrals
  RooAbsReal* createRunningIntegral(const RooArgSet& iset, const RooArgSet& nset=RooArgSet()) ;
  RooAbsReal* createRunningIntegral(const RooArgSet& iset, const RooCmdArg& arg1, 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()) ;
  RooAbsReal* createIntRI(const RooArgSet& iset, const RooArgSet& nset=RooArgSet()) ;
  RooAbsReal* createScanRI(const RooArgSet& iset, const RooArgSet& nset, Int_t numScanBins, Int_t intOrder) ;
 
  
  // Optimized accept/reject generator support
  virtual Int_t getMaxVal(const RooArgSet& vars) const ;
  virtual Double_t maxVal(Int_t code) const ;
  virtual Int_t minTrialSamples(const RooArgSet& /*arGenObs*/) const { return 0 ; }
 
 
  // Plotting options
  void setPlotLabel(const char *label);
  const char *getPlotLabel() const;
 
  virtual Double_t defaultErrorLevel() const { 
    // Return default level for MINUIT error analysis
    return 1.0 ; 
  }
 
  const RooNumIntConfig* getIntegratorConfig() const ;
  RooNumIntConfig* getIntegratorConfig() ;
  static RooNumIntConfig* defaultIntegratorConfig()  ;
  RooNumIntConfig* specialIntegratorConfig() const ;
  RooNumIntConfig* specialIntegratorConfig(Bool_t createOnTheFly) ;
  void setIntegratorConfig() ;
  void setIntegratorConfig(const RooNumIntConfig& config) ;
 
  virtual void fixAddCoefNormalization(const RooArgSet& addNormSet=RooArgSet(),Bool_t force=kTRUE) ;
  virtual void fixAddCoefRange(const char* rangeName=0,Bool_t force=kTRUE) ;
 
  virtual void preferredObservableScanOrder(const RooArgSet& obs, RooArgSet& orderedObs) const ;
 
  // User entry point for plotting
  virtual RooPlot* plotOn(RooPlot* frame, 
           const RooCmdArg& arg1=RooCmdArg(), const RooCmdArg& arg2=RooCmdArg(),
           const RooCmdArg& arg3=RooCmdArg(), const RooCmdArg& arg4=RooCmdArg(),
           const RooCmdArg& arg5=RooCmdArg(), const RooCmdArg& arg6=RooCmdArg(),
           const RooCmdArg& arg7=RooCmdArg(), const RooCmdArg& arg8=RooCmdArg(),
           const RooCmdArg& arg9=RooCmdArg(), const RooCmdArg& arg10=RooCmdArg()
              ) const ;
 
 
  enum ScaleType { Raw, Relative, NumEvent, RelativeExpected } ;
 
  // Forwarder function for backward compatibility
  virtual RooPlot *plotSliceOn(RooPlot *frame, const RooArgSet& sliceSet, Option_t* drawOptions="L", 
                Double_t scaleFactor=1.0, ScaleType stype=Relative, const RooAbsData* projData=0) const;
 
  // Fill an existing histogram
  TH1 *fillHistogram(TH1 *hist, const RooArgList &plotVars,
           Double_t scaleFactor= 1, const RooArgSet *projectedVars= 0, Bool_t scaling=kTRUE,
           const RooArgSet* condObs=0, Bool_t setError=kTRUE) const;
 
  // Create 1,2, and 3D histograms from and fill it
  TH1 *createHistogram(const char* varNameList, Int_t xbins=0, Int_t ybins=0, Int_t zbins=0) const ;
  TH1* createHistogram(const char *name, const RooAbsRealLValue& xvar, RooLinkedList& argList) const ;
  TH1 *createHistogram(const char *name, const RooAbsRealLValue& xvar,
                       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()) const ;
 
  // Fill a RooDataHist
  RooDataHist* fillDataHist(RooDataHist *hist, const RooArgSet* nset, Double_t scaleFactor,
             Bool_t correctForBinVolume=kFALSE, Bool_t showProgress=kFALSE) const ;
 
  // I/O streaming interface (machine readable)
  virtual Bool_t readFromStream(std::istream& is, Bool_t compact, Bool_t verbose=kFALSE) ;
  virtual void writeToStream(std::ostream& os, Bool_t compact) const ;
 
  // Printing interface (human readable)
  virtual void printValue(std::ostream& os) const ;
  virtual void printMultiline(std::ostream& os, Int_t contents, Bool_t verbose=kFALSE, TString indent="") const ;
 
  static void setCacheCheck(Bool_t flag) ;
 
  // Evaluation error logging 
  class EvalError {
  public:
    EvalError() { }
    EvalError(const EvalError& other) : _msg(other._msg), _srvval(other._srvval) { }
    void setMessage(const char* tmp) { std::string s(tmp); s.swap(_msg); }
    void setServerValues(const char* tmp) { std::string s(tmp); s.swap(_srvval); }
    std::string _msg;
    std::string _srvval;
  } ;
 
  enum ErrorLoggingMode { PrintErrors, CollectErrors, CountErrors, Ignore } ;
  static ErrorLoggingMode evalErrorLoggingMode() ;
  static void setEvalErrorLoggingMode(ErrorLoggingMode m) ;
  void logEvalError(const char* message, const char* serverValueString=0) const ;
  static void logEvalError(const RooAbsReal* originator, const char* origName, const char* message, const char* serverValueString=0) ;
  static void printEvalErrors(std::ostream&os=std::cout, Int_t maxPerNode=10000000) ;
  static Int_t numEvalErrors() ;
  static Int_t numEvalErrorItems() ;
 
   
  typedef std::map<const RooAbsArg*,std::pair<std::string,std::list<EvalError> > >::const_iterator EvalErrorIter ; 
  static EvalErrorIter evalErrorIter() ;
 
  static void clearEvalErrorLog() ;
  
  virtual Bool_t isBinnedDistribution(const RooArgSet& /*obs*/) const { return kFALSE ; }
  virtual std::list<Double_t>* binBoundaries(RooAbsRealLValue& /*obs*/, Double_t /*xlo*/, Double_t /*xhi*/) const { return 0 ; }
  virtual std::list<Double_t>* plotSamplingHint(RooAbsRealLValue& /*obs*/, Double_t /*xlo*/, Double_t /*xhi*/) const { 
    // Interface for returning an optional hint for initial sampling points when constructing a curve 
    // projected on observable.
    return 0 ; 
  }
 
  RooGenFunction* iGenFunction(RooRealVar& x, const RooArgSet& nset=RooArgSet()) ;
  RooMultiGenFunction* iGenFunction(const RooArgSet& observables, const RooArgSet& nset=RooArgSet()) ;
 
  RooFunctor* functor(const RooArgList& obs, const RooArgList& pars=RooArgList(), const RooArgSet& nset=RooArgSet()) const ;
  TF1* asTF(const RooArgList& obs, const RooArgList& pars=RooArgList(), const RooArgSet& nset=RooArgSet()) const ;
 
  RooDerivative* derivative(RooRealVar& obs, Int_t order=1, Double_t eps=0.001) ;
  RooDerivative* derivative(RooRealVar& obs, const RooArgSet& normSet, Int_t order, Double_t eps=0.001) ; 
 
  RooAbsMoment* moment(RooRealVar& obs, Int_t order, Bool_t central, Bool_t takeRoot) ;
  RooAbsMoment* moment(RooRealVar& obs, const RooArgSet& normObs, Int_t order, Bool_t central, Bool_t takeRoot, Bool_t intNormObs) ;
 
  RooAbsMoment* mean(RooRealVar& obs) { return moment(obs,1,kFALSE,kFALSE) ; }
  RooAbsMoment* mean(RooRealVar& obs, const RooArgSet& nset) { return moment(obs,nset,1,kFALSE,kFALSE,kTRUE) ; }
  RooAbsMoment* sigma(RooRealVar& obs) { return moment(obs,2,kTRUE,kTRUE) ; }
  RooAbsMoment* sigma(RooRealVar& obs, const RooArgSet& nset) { return moment(obs,nset,2,kTRUE,kTRUE,kTRUE) ; }
 
  Double_t findRoot(RooRealVar& x, Double_t xmin, Double_t xmax, Double_t yval) ;
 
 
  virtual Bool_t setData(RooAbsData& /*data*/, Bool_t /*cloneData*/=kTRUE) { return kTRUE ; }
 
  virtual void enableOffsetting(Bool_t) {} ;
  virtual Bool_t isOffsetting() const { return kFALSE ; }
  virtual Double_t offset() const { return 0 ; }
  
  static void setHideOffset(Bool_t flag);
  static Bool_t hideOffset() ;
 
protected:
  // Hook for objects with normalization-dependent parameters interperetation
  virtual void selectNormalization(const RooArgSet* depSet=0, Bool_t force=kFALSE) ;
  virtual void selectNormalizationRange(const char* rangeName=0, Bool_t force=kFALSE) ;
 
  // Helper functions for plotting
  Bool_t plotSanityChecks(RooPlot* frame) const ;
  void makeProjectionSet(const RooAbsArg* plotVar, const RooArgSet* allVars, 
          RooArgSet& projectedVars, Bool_t silent) const ;
 
  TString integralNameSuffix(const RooArgSet& iset, const RooArgSet* nset=0, const char* rangeName=0, Bool_t omitEmpty=kFALSE) const ;
 
 
  Bool_t isSelectedComp() const ;
 
  
 public:
  const RooAbsReal* createPlotProjection(const RooArgSet& depVars, const RooArgSet& projVars) const ;
  const RooAbsReal* createPlotProjection(const RooArgSet& depVars, const RooArgSet& projVars, RooArgSet*& cloneSet) const ;
  const RooAbsReal *createPlotProjection(const RooArgSet &dependentVars, const RooArgSet *projectedVars,
                     RooArgSet *&cloneSet, const char* rangeName=0, const RooArgSet* condObs=0) const;
 protected:
 
  RooFitResult* chi2FitDriver(RooAbsReal& fcn, RooLinkedList& cmdList) ;
 
  void plotOnCompSelect(RooArgSet* selNodes) const ;
  RooPlot* plotOnWithErrorBand(RooPlot* frame,const RooFitResult& fr, Double_t Z, const RooArgSet* params, const RooLinkedList& argList, Bool_t method1) const ;
 
  // Support interface for subclasses to advertise their analytic integration
  // and generator capabilities in their analticalIntegral() and generateEvent()
  // implementations.
  Bool_t matchArgs(const RooArgSet& allDeps, RooArgSet& numDeps, 
         const RooArgProxy& a) const ;
  Bool_t matchArgs(const RooArgSet& allDeps, RooArgSet& numDeps, 
         const RooArgProxy& a, const RooArgProxy& b) const ;
  Bool_t matchArgs(const RooArgSet& allDeps, RooArgSet& numDeps, 
         const RooArgProxy& a, const RooArgProxy& b, const RooArgProxy& c) const ;
  Bool_t matchArgs(const RooArgSet& allDeps, RooArgSet& numDeps, 
         const RooArgProxy& a, const RooArgProxy& b,        
         const RooArgProxy& c, const RooArgProxy& d) const ;
 
  Bool_t matchArgs(const RooArgSet& allDeps, RooArgSet& numDeps, 
         const RooArgSet& set) const ;
 
 
  RooAbsReal* createIntObj(const RooArgSet& iset, const RooArgSet* nset, const RooNumIntConfig* cfg, const char* rangeName) const ;
  void findInnerMostIntegration(const RooArgSet& allObs, RooArgSet& innerObs, const char* rangeName) const ;
 
 
  // Internal consistency checking (needed by RooDataSet)
  virtual Bool_t isValid() const ;
  virtual Bool_t isValidReal(Double_t value, Bool_t printError=kFALSE) const ;
 
  // Function evaluation and error tracing
  Double_t traceEval(const RooArgSet* set) const ;
 
  /// Evaluate this PDF / function / constant. Needs to be overridden by all derived classes.
  virtual Double_t evaluate() const = 0;
  virtual RooSpan<double> evaluateBatch(std::size_t begin, std::size_t maxSize) const;
 
  //---------- Interface to access batch data ---------------------------
  //
  friend class RooHelpers::BatchInterfaceAccessor;
  void clearBatchMemory() {
    _batchData.clear();
    for (auto arg : _serverList) {
      //TODO get rid of this cast?
      auto absReal = dynamic_cast<RooAbsReal*>(arg);
      if (absReal)
        absReal->clearBatchMemory();
    }
  }
 
 private:
  void checkBatchComputation(std::size_t evtNo, const RooArgSet* normSet = nullptr, double relAccuracy = 1.E-13) const;
 
  const BatchHelpers::BatchData& batchData() const {
    return _batchData;
  }
 
  /// Debug version of getVal(), which is slow and does error checking.
  Double_t _DEBUG_getVal(const RooArgSet* normalisationSet) const;
 
  //--------------------------------------------------------------------
 
 protected:
  // Hooks for RooDataSet interface
  friend class RooRealIntegral ;
  friend class RooVectorDataStore ;
  virtual void syncCache(const RooArgSet* set=0) { getVal(set) ; }
  virtual void copyCache(const RooAbsArg* source, Bool_t valueOnly=kFALSE, Bool_t setValDirty=kTRUE) ;
  virtual void attachToTree(TTree& t, Int_t bufSize=32000) ;
  virtual void attachToVStore(RooVectorDataStore& vstore) ;
  virtual void setTreeBranchStatus(TTree& t, Bool_t active) ;
  virtual void fillTreeBranch(TTree& t) ;
 
  friend class RooRealBinding ;
  Double_t _plotMin ;       // Minimum of plot range
  Double_t _plotMax ;       // Maximum of plot range
  Int_t    _plotBins ;      // Number of plot bins
  mutable Double_t _value ; // Cache for current value of object
  mutable BatchHelpers::BatchData _batchData; //! Value storage for batches of events
  TString  _unit ;          // Unit for objects value
  TString  _label ;         // Plot label for objects value
  Bool_t   _forceNumInt ;   // Force numerical integration if flag set
 
  mutable Float_t _floatValue{0.}; //! Transient cache for floating point values from tree branches
  mutable Int_t   _intValue{0};    //! Transient cache for integer values from tree branches
  mutable Bool_t  _boolValue{false}; //! Transient cache for bool values from tree branches
  mutable UChar_t _byteValue{'\0'};  //! Transient cache for byte values from tree branches
  mutable Char_t  _sbyteValue{'\0'}; //! Transient cache for signed byte values from tree branches
  mutable UInt_t  _uintValue{0u};  //! Transient cache for unsigned integer values from tree branches
 
  friend class RooAbsPdf ;
  friend class RooAbsAnaConvPdf ;
 
  RooNumIntConfig* _specIntegratorConfig ; // Numeric integrator configuration specific for this object
 
  Bool_t   _treeVar ;       // !do not persist
 
  friend class RooDataProjBinding ;
  friend class RooAbsOptGoodnessOfFit ;
  
  struct PlotOpt {
   PlotOpt() : drawOptions("L"), scaleFactor(1.0), stype(Relative), projData(0), binProjData(kFALSE), projSet(0), precision(1e-3), 
               shiftToZero(kFALSE),projDataSet(0),normRangeName(0),rangeLo(0),rangeHi(0),postRangeFracScale(kFALSE),wmode(RooCurve::Extended),
               projectionRangeName(0),curveInvisible(kFALSE), curveName(0),addToCurveName(0),addToWgtSelf(1.),addToWgtOther(1.),
               numCPU(1),interleave(RooFit::Interleave),curveNameSuffix(""), numee(10), eeval(0), doeeval(kFALSE), progress(kFALSE), errorFR(0) {} ;
   Option_t* drawOptions ;
   Double_t scaleFactor ;   
   ScaleType stype ;
   const RooAbsData* projData ;
   Bool_t binProjData ;
   const RooArgSet* projSet ;
   Double_t precision ;
   Bool_t shiftToZero ;
   const RooArgSet* projDataSet ;
   const char* normRangeName ;
   Double_t rangeLo ;
   Double_t rangeHi ;
   Bool_t postRangeFracScale ;
   RooCurve::WingMode wmode ;
   const char* projectionRangeName ;
   Bool_t curveInvisible ;
   const char* curveName ;
   const char* addToCurveName ;
   Double_t addToWgtSelf ;
   Double_t addToWgtOther ;
   Int_t    numCPU ;
   RooFit::MPSplit interleave ;
   const char* curveNameSuffix ; 
   Int_t    numee ;
   Double_t eeval ;
   Bool_t   doeeval ;
   Bool_t progress ;
   const RooFitResult* errorFR ;
  } ;
 
  // Plot implementation functions
  virtual RooPlot *plotOn(RooPlot* frame, PlotOpt o) const;
 
public:
  // PlotOn with command list
  virtual RooPlot* plotOn(RooPlot* frame, RooLinkedList& cmdList) const ;
 
 protected:
  virtual RooPlot *plotAsymOn(RooPlot *frame, const RooAbsCategoryLValue& asymCat, PlotOpt o) const;
 
 
private:
 
  static ErrorLoggingMode _evalErrorMode ;
  static std::map<const RooAbsArg*,std::pair<std::string,std::list<EvalError> > > _evalErrorList ;
  static Int_t _evalErrorCount ;
 
  Bool_t matchArgsByName(const RooArgSet &allArgs, RooArgSet &matchedArgs, const TList &nameList) const;
 
protected:
 
 
  friend class RooRealSumPdf ;
  friend class RooRealSumFunc;
  friend class RooAddPdf ;
  friend class RooAddModel ;
  void selectComp(Bool_t flag) { 
    // If flag is true, only selected component will be included in evaluates of RooAddPdf components
    _selectComp = flag ; 
  }
  static void globalSelectComp(Bool_t flag) ;
  Bool_t _selectComp ;               //! Component selection flag for RooAbsPdf::plotCompOn
  static Bool_t _globalSelectComp ;  // Global activation switch for component selection
  // This struct can be used to flip the global switch to select components.
  // Doing this with RAII prevents forgetting to reset the state.
  struct GlobalSelectComponentRAII {
      GlobalSelectComponentRAII(bool state) :
      _oldState{_globalSelectComp} {
        if (state != RooAbsReal::_globalSelectComp)
          RooAbsReal::_globalSelectComp = state;
      }
 
      ~GlobalSelectComponentRAII() {
        if (RooAbsReal::_globalSelectComp != _oldState)
          RooAbsReal::_globalSelectComp = _oldState;
      }
 
      bool _oldState;
  };
 
 
  mutable RooArgSet* _lastNSet ; //!
  static Bool_t _hideOffset ; // Offset hiding flag
 
  ClassDef(RooAbsReal,2) // Abstract real-valued variable
};
 
#endif