RooRealSumPdf.cxx

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/*****************************************************************************
 * Project: RooFit                                                           *
 * Package: RooFitCore                                                       *
 * @(#)root/roofitcore:$Id$
 * 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)             *
 *****************************************************************************/
 
//////////////////////////////////////////////////////////////////////////////
/** \class RooRealSumPdf
    \ingroup Roofitcore
 
 
Class RooRealSumPdf implements a PDF constructed from a sum of
functions:
 
\f[
 
                
  pdf(x) = \frac{ \sum_{i=1}^{n-1} coef_i * func_i(x) + [ 1 - \sum_{i=1}^{n-1} coef_i ] * func_n(x) } 
            {\sum_{i=1}^{n-1} coef_i * \int func_i(x)dx  + [ 1 - \sum_{i=1}^{n-1} coef_i ] * \int func_n(x) dx }
\f]
 
where \f$coef_i\f$ and \f$func_i\f$ are RooAbsReal objects, and x is the collection of dependents. 
In the present version \f$coef_i\f$ may not depend on x, but this limitation may be removed in the future
 
*/
 
#include "RooFit.h"
#include "Riostream.h"
 
#include "TError.h"
#include "TIterator.h"
#include "TList.h"
#include "RooRealSumPdf.h"
#include "RooRealProxy.h"
#include "RooPlot.h"
#include "RooRealVar.h"
#include "RooAddGenContext.h"
#include "RooRealConstant.h"
#include "RooRealIntegral.h"
#include "RooMsgService.h"
#include "RooNameReg.h"
 
#include <algorithm>
#include <memory>
 
using namespace std;
 
ClassImp(RooRealSumPdf);
;
 
Bool_t RooRealSumPdf::_doFloorGlobal = kFALSE ; 
 
////////////////////////////////////////////////////////////////////////////////
/// Default constructor
/// coverity[UNINIT_CTOR]
 
RooRealSumPdf::RooRealSumPdf() 
{
  _funcIter  = _funcList.createIterator() ;
  _coefIter  = _coefList.createIterator() ;
  _extended = kFALSE ;
  _doFloor = kFALSE ;
}
 
 
 
////////////////////////////////////////////////////////////////////////////////
/// Constructor with name and title
 
RooRealSumPdf::RooRealSumPdf(const char *name, const char *title) :
  RooAbsPdf(name,title), 
  _normIntMgr(this,10),
  _haveLastCoef(kFALSE),
  _funcList("!funcList","List of functions",this),
  _coefList("!coefList","List of coefficients",this),
  _extended(kFALSE),
  _doFloor(kFALSE)
{
  _funcIter   = _funcList.createIterator() ;
  _coefIter  = _coefList.createIterator() ;
}
 
 
 
////////////////////////////////////////////////////////////////////////////////
/// Construct p.d.f consisting of coef1*func1 + (1-coef1)*func2
/// The input coefficients and functions are allowed to be negative
/// but the resulting sum is not, which is enforced at runtime
 
RooRealSumPdf::RooRealSumPdf(const char *name, const char *title,
           RooAbsReal& func1, RooAbsReal& func2, RooAbsReal& coef1) : 
  RooAbsPdf(name,title),
  _normIntMgr(this,10),
  _haveLastCoef(kFALSE),
  _funcList("!funcList","List of functions",this),
  _coefList("!coefList","List of coefficients",this),
  _extended(kFALSE),
  _doFloor(kFALSE)
{
  // Special constructor with two functions and one coefficient
  _funcIter  = _funcList.createIterator() ;
  _coefIter = _coefList.createIterator() ;
 
  _funcList.add(func1) ;  
  _funcList.add(func2) ;
  _coefList.add(coef1) ;
 
}
 
 
////////////////////////////////////////////////////////////////////////////////
/// Constructor p.d.f implementing sum_i [ coef_i * func_i ], if N_coef==N_func
/// or sum_i [ coef_i * func_i ] + (1 - sum_i [ coef_i ] )* func_N if Ncoef==N_func-1
/// 
/// All coefficients and functions are allowed to be negative
/// but the sum is not, which is enforced at runtime.
 
RooRealSumPdf::RooRealSumPdf(const char *name, const char *title, const RooArgList& inFuncList, const RooArgList& inCoefList, Bool_t extended) :
  RooAbsPdf(name,title),
  _normIntMgr(this,10),
  _haveLastCoef(kFALSE),
  _funcList("!funcList","List of functions",this),
  _coefList("!coefList","List of coefficients",this),
  _extended(extended),
  _doFloor(kFALSE)
{ 
  if (!(inFuncList.getSize()==inCoefList.getSize()+1 || inFuncList.getSize()==inCoefList.getSize())) {
    coutE(InputArguments) << "RooRealSumPdf::RooRealSumPdf(" << GetName() 
           << ") number of pdfs and coefficients inconsistent, must have Nfunc=Ncoef or Nfunc=Ncoef+1" << endl ;
    assert(0) ;
  }
 
  _funcIter  = _funcList.createIterator() ;
  _coefIter = _coefList.createIterator() ;
 
  // Constructor with N functions and N or N-1 coefs
  TIterator* funcIter = inFuncList.createIterator() ;
  TIterator* coefIter = inCoefList.createIterator() ;
  RooAbsArg* func ;
  RooAbsArg* coef ;
 
  while((coef = (RooAbsArg*)coefIter->Next())) {
    func = (RooAbsArg*) funcIter->Next() ;
 
    if (!dynamic_cast<RooAbsReal*>(coef)) {
      coutW(InputArguments) << "RooRealSumPdf::RooRealSumPdf(" << GetName() << ") coefficient " << coef->GetName() << " is not of type RooAbsReal, ignored" << endl ;
      continue ;
    }
    if (!dynamic_cast<RooAbsReal*>(func)) {
      coutW(InputArguments) << "RooRealSumPdf::RooRealSumPdf(" << GetName() << ") func " << func->GetName() << " is not of type RooAbsReal, ignored" << endl ;
      continue ;
    }
    _funcList.add(*func) ;
    _coefList.add(*coef) ;    
  }
 
  func = (RooAbsReal*) funcIter->Next() ;
  if (func) {
    if (!dynamic_cast<RooAbsReal*>(func)) {
      coutE(InputArguments) << "RooRealSumPdf::RooRealSumPdf(" << GetName() << ") last func " << coef->GetName() << " is not of type RooAbsReal, fatal error" << endl ;
      assert(0) ;
    }
    _funcList.add(*func) ;  
  } else {
    _haveLastCoef = kTRUE ;
  }
  
  delete funcIter ;
  delete coefIter  ;
}
 
 
 
 
////////////////////////////////////////////////////////////////////////////////
/// Copy constructor
 
RooRealSumPdf::RooRealSumPdf(const RooRealSumPdf& other, const char* name) :
  RooAbsPdf(other,name),
  _normIntMgr(other._normIntMgr,this),
  _haveLastCoef(other._haveLastCoef),
  _funcList("!funcList",this,other._funcList),
  _coefList("!coefList",this,other._coefList),
  _extended(other._extended),
  _doFloor(other._doFloor)
{
  _funcIter  = _funcList.createIterator() ;
  _coefIter = _coefList.createIterator() ;
}
 
 
 
////////////////////////////////////////////////////////////////////////////////
/// Destructor
 
RooRealSumPdf::~RooRealSumPdf()
{
  delete _funcIter ;
  delete _coefIter ;
}
 
 
 
 
 
////////////////////////////////////////////////////////////////////////////////
 
RooAbsPdf::ExtendMode RooRealSumPdf::extendMode() const 
{
  return (_extended && (_funcList.getSize()==_coefList.getSize())) ? CanBeExtended : CanNotBeExtended ;
}
 
 
 
 
////////////////////////////////////////////////////////////////////////////////
/// Calculate the current value
 
Double_t RooRealSumPdf::evaluate() const 
{
  Double_t value(0) ;
 
  // Do running sum of coef/func pairs, calculate lastCoef.
  RooFIter funcIter = _funcList.fwdIterator() ;
  RooFIter coefIter = _coefList.fwdIterator() ;
  RooAbsReal* coef ;
  RooAbsReal* func ;
      
  // N funcs, N-1 coefficients 
  Double_t lastCoef(1) ;
  while((coef=(RooAbsReal*)coefIter.next())) {
    func = (RooAbsReal*)funcIter.next() ;
    Double_t coefVal = coef->getVal() ;
    if (coefVal) {
      cxcoutD(Eval) << "RooRealSumPdf::eval(" << GetName() << ") coefVal = " << coefVal << " funcVal = " << func->IsA()->GetName() << "::" << func->GetName() << " = " << func->getVal() << endl ;
      if (func->isSelectedComp()) {
   value += func->getVal()*coefVal ;
      }
      lastCoef -= coef->getVal() ;
    }
  }
  
  if (!_haveLastCoef) {
    // Add last func with correct coefficient
    func = (RooAbsReal*) funcIter.next() ;
    if (func->isSelectedComp()) {
      value += func->getVal()*lastCoef ;
    }
 
    cxcoutD(Eval) << "RooRealSumPdf::eval(" << GetName() << ") lastCoef = " << lastCoef << " funcVal = " << func->getVal() << endl ;
    
    // Warn about coefficient degeneration
    if (lastCoef<0 || lastCoef>1) {
      coutW(Eval) << "RooRealSumPdf::evaluate(" << GetName() 
        << " WARNING: sum of FUNC coefficients not in range [0-1], value=" 
        << 1-lastCoef << endl ;
    } 
  }
 
  // Introduce floor if so requested
  if (value<0 && (_doFloor || _doFloorGlobal)) {
    value = 0 ;
  }
  
  return value ;
}
 
 
 
 
////////////////////////////////////////////////////////////////////////////////
/// Check if FUNC is valid for given normalization set.
/// Coeffient and FUNC must be non-overlapping, but func-coefficient 
/// pairs may overlap each other
///
/// In the present implementation, coefficients may not be observables or derive
/// from observables
 
Bool_t RooRealSumPdf::checkObservables(const RooArgSet* nset) const 
{
  Bool_t ret(kFALSE) ;
 
  _funcIter->Reset() ;
  _coefIter->Reset() ;
  RooAbsReal* coef ;
  RooAbsReal* func ;
  while((coef=(RooAbsReal*)_coefIter->Next())) {
    func = (RooAbsReal*)_funcIter->Next() ;
    if (func->observableOverlaps(nset,*coef)) {
      coutE(InputArguments) << "RooRealSumPdf::checkObservables(" << GetName() << "): ERROR: coefficient " << coef->GetName() 
             << " and FUNC " << func->GetName() << " have one or more observables in common" << endl ;
      ret = kTRUE ;
    }
    if (coef->dependsOn(*nset)) {
      coutE(InputArguments) << "RooRealPdf::checkObservables(" << GetName() << "): ERROR coefficient " << coef->GetName() 
             << " depends on one or more of the following observables" ; nset->Print("1") ;
      ret = kTRUE ;
    }
  }
  
  return ret ;
}
 
 
 
 
////////////////////////////////////////////////////////////////////////////////
///cout << "RooRealSumPdf::getAnalyticalIntegralWN:"<<GetName()<<"("<<allVars<<",analVars,"<<(normSet2?*normSet2:RooArgSet())<<","<<(rangeName?rangeName:"<none>") << endl;
/// Advertise that all integrals can be handled internally.
 
Int_t RooRealSumPdf::getAnalyticalIntegralWN(RooArgSet& allVars, RooArgSet& analVars, 
                    const RooArgSet* normSet2, const char* rangeName) const 
{
  // Handle trivial no-integration scenario
  if (allVars.getSize()==0) return 0 ;
  if (_forceNumInt) return 0 ;
 
  // Select subset of allVars that are actual dependents
  analVars.add(allVars) ;
  RooArgSet* normSet = normSet2 ? getObservables(normSet2) : 0 ;
 
 
  // Check if this configuration was created before
  Int_t sterileIdx(-1) ;
  CacheElem* cache = (CacheElem*) _normIntMgr.getObj(normSet,&analVars,&sterileIdx,RooNameReg::ptr(rangeName)) ;
  if (cache) {
    //cout << "RooRealSumPdf("<<this<<")::getAnalyticalIntegralWN:"<<GetName()<<"("<<allVars<<","<<analVars<<","<<(normSet2?*normSet2:RooArgSet())<<","<<(rangeName?rangeName:"<none>") << " -> " << _normIntMgr.lastIndex()+1 << " (cached)" << endl;
    return _normIntMgr.lastIndex()+1 ;
  }
  
  // Create new cache element
  cache = new CacheElem ;
 
  // Make list of function projection and normalization integrals 
  _funcIter->Reset() ;
  RooAbsReal *func ;
  while((func=(RooAbsReal*)_funcIter->Next())) {
    RooAbsReal* funcInt = func->createIntegral(analVars,rangeName) ;
    if(funcInt->InheritsFrom(RooRealIntegral::Class())) ((RooRealIntegral*)funcInt)->setAllowComponentSelection(true);
    cache->_funcIntList.addOwned(*funcInt) ;
    if (normSet && normSet->getSize()>0) {
      RooAbsReal* funcNorm = func->createIntegral(*normSet) ;
      cache->_funcNormList.addOwned(*funcNorm) ;
    }
  }
 
  // Store cache element
  Int_t code = _normIntMgr.setObj(normSet,&analVars,(RooAbsCacheElement*)cache,RooNameReg::ptr(rangeName)) ;
 
  if (normSet) {
    delete normSet ;
  }
 
  //cout << "RooRealSumPdf("<<this<<")::getAnalyticalIntegralWN:"<<GetName()<<"("<<allVars<<","<<analVars<<","<<(normSet2?*normSet2:RooArgSet())<<","<<(rangeName?rangeName:"<none>") << " -> " << code+1 << endl;
  return code+1 ; 
}
 
 
 
 
////////////////////////////////////////////////////////////////////////////////
///cout << "RooRealSumPdf::analyticalIntegralWN:"<<GetName()<<"("<<code<<","<<(normSet2?*normSet2:RooArgSet())<<","<<(rangeName?rangeName:"<none>") << endl;
/// Implement analytical integrations by deferring integration of component
/// functions to integrators of components
 
Double_t RooRealSumPdf::analyticalIntegralWN(Int_t code, const RooArgSet* normSet2, const char* rangeName) const 
{
  // Handle trivial passthrough scenario
  if (code==0) return getVal(normSet2) ;
 
 
  // WVE needs adaptation for rangeName feature
  CacheElem* cache = (CacheElem*) _normIntMgr.getObjByIndex(code-1) ;
  if (cache==0) { // revive the (sterilized) cache
     //cout << "RooRealSumPdf("<<this<<")::analyticalIntegralWN:"<<GetName()<<"("<<code<<","<<(normSet2?*normSet2:RooArgSet())<<","<<(rangeName?rangeName:"<none>") << ": reviving cache "<< endl;
     std::unique_ptr<RooArgSet> vars( getParameters(RooArgSet()) );
     std::unique_ptr<RooArgSet> iset(  _normIntMgr.nameSet2ByIndex(code-1)->select(*vars) );
     std::unique_ptr<RooArgSet> nset(  _normIntMgr.nameSet1ByIndex(code-1)->select(*vars) );
     RooArgSet dummy;
     Int_t code2 = getAnalyticalIntegralWN(*iset,dummy,nset.get(),rangeName);
     R__ASSERT(code==code2); // must have revived the right (sterilized) slot...
     cache = (CacheElem*) _normIntMgr.getObjByIndex(code-1) ;
     R__ASSERT(cache!=0);
  }
 
  RooFIter funcIntIter = cache->_funcIntList.fwdIterator() ;
  RooFIter coefIter = _coefList.fwdIterator() ;
  RooFIter funcIter = _funcList.fwdIterator() ;
  RooAbsReal *coef(0), *funcInt(0), *func(0) ;
  Double_t value(0) ;
 
  // N funcs, N-1 coefficients 
  Double_t lastCoef(1) ;
  while((coef=(RooAbsReal*)coefIter.next())) {
    funcInt = (RooAbsReal*)funcIntIter.next() ;
    func    = (RooAbsReal*)funcIter.next() ;
    Double_t coefVal = coef->getVal(normSet2) ;
    if (coefVal) {
      assert(func);
      if (normSet2 ==0 || func->isSelectedComp()) {
   assert(funcInt);
   value += funcInt->getVal()*coefVal ;
      }
      lastCoef -= coef->getVal(normSet2) ;
    }
  }
  
  if (!_haveLastCoef) {
    // Add last func with correct coefficient
    funcInt = (RooAbsReal*) funcIntIter.next() ;
    if (normSet2 ==0 || func->isSelectedComp()) {
      assert(funcInt);
      value += funcInt->getVal()*lastCoef ;
    }
    
    // Warn about coefficient degeneration
    if (lastCoef<0 || lastCoef>1) {
      coutW(Eval) << "RooRealSumPdf::evaluate(" << GetName() 
        << " WARNING: sum of FUNC coefficients not in range [0-1], value=" 
        << 1-lastCoef << endl ;
    } 
  }
  
  Double_t normVal(1) ;
  if (normSet2 && normSet2->getSize()>0) {
    normVal = 0 ;
 
    // N funcs, N-1 coefficients 
    RooAbsReal* funcNorm ;
    RooFIter funcNormIter = cache->_funcNormList.fwdIterator() ;
    RooFIter coefIter2 = _coefList.fwdIterator() ;
    while((coef=(RooAbsReal*)coefIter2.next())) {
      funcNorm = (RooAbsReal*)funcNormIter.next() ;
      Double_t coefVal = coef->getVal(normSet2) ;
      if (coefVal) {
   assert(funcNorm);
   normVal += funcNorm->getVal()*coefVal ;
      }
    }
    
    // Add last func with correct coefficient
    if (!_haveLastCoef) {
      funcNorm = (RooAbsReal*) funcNormIter.next() ;
      assert(funcNorm);
      normVal += funcNorm->getVal()*lastCoef ;
    }      
  }
 
  return value / normVal;
}
 
 
////////////////////////////////////////////////////////////////////////////////
 
Double_t RooRealSumPdf::expectedEvents(const RooArgSet* nset) const
{
  Double_t n = getNorm(nset) ;  
  if (n<0) {
    logEvalError("Expected number of events is negative") ;
  }
  return n ;
}
 
 
////////////////////////////////////////////////////////////////////////////////
 
std::list<Double_t>* RooRealSumPdf::binBoundaries(RooAbsRealLValue& obs, Double_t xlo, Double_t xhi) const
{
  list<Double_t>* sumBinB = 0 ;
  Bool_t needClean(kFALSE) ;
  
  RooFIter iter = _funcList.fwdIterator() ;
  RooAbsReal* func ;
  // Loop over components pdf
  while((func=(RooAbsReal*)iter.next())) {
 
    list<Double_t>* funcBinB = func->binBoundaries(obs,xlo,xhi) ;
    
    // Process hint
    if (funcBinB) {
      if (!sumBinB) {
   // If this is the first hint, then just save it
   sumBinB = funcBinB ;
      } else {
   
   list<Double_t>* newSumBinB = new list<Double_t>(sumBinB->size()+funcBinB->size()) ;
 
   // Merge hints into temporary array
   merge(funcBinB->begin(),funcBinB->end(),sumBinB->begin(),sumBinB->end(),newSumBinB->begin()) ;
   
   // Copy merged array without duplicates to new sumBinBArrau
   delete sumBinB ;
   delete funcBinB ;
   sumBinB = newSumBinB ;
   needClean = kTRUE ;  
      }
    }
  }
 
  // Remove consecutive duplicates
  if (needClean) {
    list<Double_t>::iterator new_end = unique(sumBinB->begin(),sumBinB->end()) ;
    sumBinB->erase(new_end,sumBinB->end()) ;
  }
 
  return sumBinB ;
}
 
 
 
//_____________________________________________________________________________B
Bool_t RooRealSumPdf::isBinnedDistribution(const RooArgSet& obs) const 
{
  // If all components that depend on obs are binned that so is the product
  
  RooFIter iter = _funcList.fwdIterator() ;
  RooAbsReal* func ;
  while((func=(RooAbsReal*)iter.next())) {
    if (func->dependsOn(obs) && !func->isBinnedDistribution(obs)) {
      return kFALSE ;
    }
  }
  
  return kTRUE  ;  
}
 
 
 
 
 
////////////////////////////////////////////////////////////////////////////////
 
std::list<Double_t>* RooRealSumPdf::plotSamplingHint(RooAbsRealLValue& obs, Double_t xlo, Double_t xhi) const
{
  list<Double_t>* sumHint = 0 ;
  Bool_t needClean(kFALSE) ;
  
  RooFIter iter = _funcList.fwdIterator() ;
  RooAbsReal* func ;
  // Loop over components pdf
  while((func=(RooAbsReal*)iter.next())) {
 
    list<Double_t>* funcHint = func->plotSamplingHint(obs,xlo,xhi) ;
    
    // Process hint
    if (funcHint) {
      if (!sumHint) {
 
   // If this is the first hint, then just save it
   sumHint = funcHint ;
 
      } else {
   
   list<Double_t>* newSumHint = new list<Double_t>(sumHint->size()+funcHint->size()) ;
   
   // Merge hints into temporary array
   merge(funcHint->begin(),funcHint->end(),sumHint->begin(),sumHint->end(),newSumHint->begin()) ;
 
   // Copy merged array without duplicates to new sumHintArrau
   delete sumHint ;
   sumHint = newSumHint ;
   needClean = kTRUE ;  
      }
    }
  }
 
  // Remove consecutive duplicates
  if (needClean) {
    list<Double_t>::iterator new_end = unique(sumHint->begin(),sumHint->end()) ;
    sumHint->erase(new_end,sumHint->end()) ;
  }
 
  return sumHint ;
}
 
 
 
 
////////////////////////////////////////////////////////////////////////////////
/// Label OK'ed components of a RooRealSumPdf with cache-and-track
 
void RooRealSumPdf::setCacheAndTrackHints(RooArgSet& trackNodes) 
{
  RooFIter siter = funcList().fwdIterator() ;
  RooAbsArg* sarg ;
  while ((sarg=siter.next())) {
    if (sarg->canNodeBeCached()==Always) {
      trackNodes.add(*sarg) ;
      //cout << "tracking node RealSumPdf component " << sarg->IsA()->GetName() << "::" << sarg->GetName() << endl ;
    }
  }
}
 
 
 
////////////////////////////////////////////////////////////////////////////////
/// Customized printing of arguments of a RooRealSumPdf to more intuitively reflect the contents of the
/// product operator construction
 
void RooRealSumPdf::printMetaArgs(ostream& os) const 
{
  _funcIter->Reset() ;
  _coefIter->Reset() ;
 
  Bool_t first(kTRUE) ;
    
  RooAbsArg* coef, *func ;
  if (_coefList.getSize()!=0) { 
    while((coef=(RooAbsArg*)_coefIter->Next())) {
      if (!first) {
   os << " + " ;
      } else {
   first = kFALSE ;
      }
      func=(RooAbsArg*)_funcIter->Next() ;
      os << coef->GetName() << " * " << func->GetName() ;
    }
    func = (RooAbsArg*) _funcIter->Next() ;
    if (func) {
      os << " + [%] * " << func->GetName() ;
    }
  } else {
    
    while((func=(RooAbsArg*)_funcIter->Next())) {
      if (!first) {
   os << " + " ;
      } else {
   first = kFALSE ;
      }
      os << func->GetName() ; 
    }  
  }
 
  os << " " ;    
}