PdfSystematicsAnalyzer Class Reference

Inheritance diagram for PdfSystematicsAnalyzer:

Public Member Functions
virtual void	beginJob () override
virtual void	endJob () override
virtual bool	filter (edm::Event &, const edm::EventSetup &) override
	PdfSystematicsAnalyzer (const edm::ParameterSet &pset)
virtual	~PdfSystematicsAnalyzer ()
Public Member Functions inherited from edm::EDFilter
	EDFilter ()
ModuleDescription const &	moduleDescription () const
virtual	~EDFilter ()
Public Member Functions inherited from edm::ProducerBase
	ProducerBase ()
void	registerProducts (ProducerBase *, ProductRegistry *, ModuleDescription const &)
std::function< void(BranchDescription const &)>	registrationCallback () const
	used by the fwk to register list of products More...
virtual	~ProducerBase ()
Public Member Functions inherited from edm::EDConsumerBase
std::vector< ConsumesInfo >	consumesInfo () const
	EDConsumerBase ()
ProductHolderIndexAndSkipBit	indexFrom (EDGetToken, BranchType, TypeID const &) const
void	itemsMayGet (BranchType, std::vector< ProductHolderIndexAndSkipBit > &) const
void	itemsToGet (BranchType, std::vector< ProductHolderIndexAndSkipBit > &) const
std::vector < ProductHolderIndexAndSkipBit > const &	itemsToGetFromEvent () const
void	labelsForToken (EDGetToken iToken, Labels &oLabels) const
void	modulesDependentUpon (const std::string &iProcessName, std::vector< const char * > &oModuleLabels) const
void	modulesWhoseProductsAreConsumed (std::vector< ModuleDescription const * > &modules, ProductRegistry const &preg, std::map< std::string, ModuleDescription const * > const &labelsToDesc, std::string const &processName) const
bool	registeredToConsume (ProductHolderIndex, bool, BranchType) const
bool	registeredToConsumeMany (TypeID const &, BranchType) const
void	updateLookup (BranchType iBranchType, ProductHolderIndexHelper const &)
virtual	~EDConsumerBase ()

Private Attributes
unsigned int	originalEvents_
std::vector< int >	pdfStart_
std::vector< edm::InputTag >	pdfWeightTags_
std::vector< edm::EDGetTokenT < std::vector< double > > >	pdfWeightTokens_
unsigned int	selectedEvents_
std::string	selectorPath_
edm::EDGetTokenT < edm::TriggerResults >	triggerResultsToken_
std::vector< double >	weighted2SelectedEvents_
std::vector< double >	weightedEvents_
std::vector< double >	weightedSelectedEvents_

Additional Inherited Members
Public Types inherited from edm::EDFilter
typedef EDFilter	ModuleType
Public Types inherited from edm::ProducerBase
typedef ProductRegistryHelper::TypeLabelList	TypeLabelList
Static Public Member Functions inherited from edm::EDFilter
static const std::string &	baseType ()
static void	fillDescriptions (ConfigurationDescriptions &descriptions)
static void	prevalidate (ConfigurationDescriptions &)
Protected Member Functions inherited from edm::ProducerBase
void	callWhenNewProductsRegistered (std::function< void(BranchDescription const &)> const &func)
Protected Member Functions inherited from edm::EDConsumerBase
template<typename ProductType , BranchType B = InEvent>
EDGetTokenT< ProductType >	consumes (edm::InputTag const &tag)
EDGetToken	consumes (const TypeToGet &id, edm::InputTag const &tag)
template<BranchType B>
EDGetToken	consumes (TypeToGet const &id, edm::InputTag const &tag)
ConsumesCollector	consumesCollector ()
	Use a ConsumesCollector to gather consumes information from helper functions. More...
template<typename ProductType , BranchType B = InEvent>
void	consumesMany ()
void	consumesMany (const TypeToGet &id)
template<BranchType B>
void	consumesMany (const TypeToGet &id)
template<typename ProductType , BranchType B = InEvent>
EDGetTokenT< ProductType >	mayConsume (edm::InputTag const &tag)
EDGetToken	mayConsume (const TypeToGet &id, edm::InputTag const &tag)
template<BranchType B>
EDGetToken	mayConsume (const TypeToGet &id, edm::InputTag const &tag)

Detailed Description

Definition at line 6 of file PdfSystematicsAnalyzer.cc.

Constructor & Destructor Documentation

PdfSystematicsAnalyzer::PdfSystematicsAnalyzer

(

const edm::ParameterSet &

pset

)

Definition at line 39 of file PdfSystematicsAnalyzer.cc.

References GlobalPosition_Frontier_DevDB_cff::tag.

                                                                          :
  selectorPath_(pset.getUntrackedParameter<std::string> ("SelectorPath","")),
  pdfWeightTags_(pset.getUntrackedParameter<std::vector<edm::InputTag> > ("PdfWeightTags")),
  pdfWeightTokens_(edm::vector_transform(pdfWeightTags_, [this](edm::InputTag const & tag){return consumes<std::vector<double> >(tag);})),

PdfSystematicsAnalyzer::~PdfSystematicsAnalyzer ( )

virtual

Definition at line 47 of file PdfSystematicsAnalyzer.cc.

{}

Member Function Documentation

void PdfSystematicsAnalyzer::beginJob ( void  )

overridevirtual

Reimplemented from edm::EDFilter.

Definition at line 50 of file PdfSystematicsAnalyzer.cc.

References i, originalEvents_, pdfStart_, pdfWeightTags_, and selectedEvents_.

                                     {
      originalEvents_ = 0;
      selectedEvents_ = 0;
      edm::LogVerbatim("PDFAnalysis") << "PDF uncertainties will be determined for the following sets: ";
      for (unsigned int i=0; i<pdfWeightTags_.size(); ++i) {
            edm::LogVerbatim("PDFAnalysis") << "\t" << pdfWeightTags_[i].instance();
            pdfStart_.push_back(-1);
      }
}

void PdfSystematicsAnalyzer::endJob ( void  )

overridevirtual

Reimplemented from edm::EDFilter.

Definition at line 61 of file PdfSystematicsAnalyzer.cc.

References i, j, originalEvents_, pdfStart_, pdfWeightTags_, selectedEvents_, mathSSE::sqrt(), weighted2SelectedEvents_, weightedEvents_, and weightedSelectedEvents_.

                                   {

      if (originalEvents_==0) {
            edm::LogVerbatim("PDFAnalysis") << "NO EVENTS => NO RESULTS";
            return;
      }
      if (selectedEvents_==0) {
            edm::LogVerbatim("PDFAnalysis") << "NO SELECTED EVENTS => NO RESULTS";
            return;
      }

      edm::LogVerbatim("PDFAnalysis") << "\n>>>> Begin of PDF weight systematics summary >>>>";
      edm::LogVerbatim("PDFAnalysis") << "Total number of analyzed data: " << originalEvents_ << " [events]";
      double originalAcceptance = double(selectedEvents_)/originalEvents_;
      edm::LogVerbatim("PDFAnalysis") << "Total number of selected data: " << selectedEvents_ << " [events], corresponding to acceptance: [" << originalAcceptance*100 << " +- " << 100*sqrt( originalAcceptance*(1.-originalAcceptance)/originalEvents_) << "] %";

      edm::LogVerbatim("PDFAnalysis") << "\n>>>>> PDF UNCERTAINTIES ON RATE >>>>>>";
      for (unsigned int i=0; i<pdfWeightTags_.size(); ++i) {
            bool nnpdfFlag = (pdfWeightTags_[i].instance().substr(0,5)=="NNPDF");
            unsigned int nmembers = weightedSelectedEvents_.size()-pdfStart_[i];
            if (i<pdfWeightTags_.size()-1) nmembers = pdfStart_[i+1] - pdfStart_[i];
            unsigned int npairs = (nmembers-1)/2;
            edm::LogVerbatim("PDFAnalysis") << "RATE Results for PDF set " << pdfWeightTags_[i].instance() << " ---->";

            double events_central = weightedSelectedEvents_[pdfStart_[i]];
            edm::LogVerbatim("PDFAnalysis") << "\tEstimate for central PDF member: " << int(events_central) << " [events]";
            double events2_central = weighted2SelectedEvents_[pdfStart_[i]];
            edm::LogVerbatim("PDFAnalysis") << "\ti.e. [" << std::setprecision(4) << 100*(events_central-selectedEvents_)/selectedEvents_ << " +- " <<
                100*sqrt(events2_central-events_central+selectedEvents_*(1-originalAcceptance))/selectedEvents_
            << "] % relative variation with respect to original PDF";

            if (npairs>0) {
                  edm::LogVerbatim("PDFAnalysis") << "\tNumber of eigenvectors for uncertainty estimation: " << npairs;
              double wplus = 0.;
              double wminus = 0.;
              unsigned int nplus = 0;
              unsigned int nminus = 0;
              for (unsigned int j=0; j<npairs; ++j) {
                  double wa = weightedSelectedEvents_[pdfStart_[i]+2*j+1]/events_central-1.;
                  double wb = weightedSelectedEvents_[pdfStart_[i]+2*j+2]/events_central-1.;
                  if (nnpdfFlag) {
                        if (wa>0.) {
                              wplus += wa*wa;
                              nplus++;
                        } else {
                              wminus += wa*wa;
                              nminus++;
                        }
                        if (wb>0.) {
                              wplus += wb*wb;
                              nplus++;
                        } else {
                              wminus += wb*wb;
                              nminus++;
                        }
                  } else {
                        if (wa>wb) {
                              if (wa<0.) wa = 0.;
                              if (wb>0.) wb = 0.;
                              wplus += wa*wa;
                              wminus += wb*wb;
                        } else {
                              if (wb<0.) wb = 0.;
                              if (wa>0.) wa = 0.;
                              wplus += wb*wb;
                              wminus += wa*wa;
                        }
                  }
              }
              if (wplus>0) wplus = sqrt(wplus);
              if (wminus>0) wminus = sqrt(wminus);
              if (nnpdfFlag) {
                  if (nplus>0) wplus /= sqrt(nplus);
                  if (nminus>0) wminus /= sqrt(nminus);
              }
              edm::LogVerbatim("PDFAnalysis") << "\tRelative uncertainty with respect to central member: +" << std::setprecision(4) << 100.*wplus << " / -" << std::setprecision(4) << 100.*wminus << " [%]";
            } else {
                  edm::LogVerbatim("PDFAnalysis") << "\tNO eigenvectors for uncertainty estimation";
            }
      }

      edm::LogVerbatim("PDFAnalysis") << "\n>>>>> PDF UNCERTAINTIES ON ACCEPTANCE >>>>>>";
      for (unsigned int i=0; i<pdfWeightTags_.size(); ++i) {
            bool nnpdfFlag = (pdfWeightTags_[i].instance().substr(0,5)=="NNPDF");
            unsigned int nmembers = weightedEvents_.size()-pdfStart_[i];
            if (i<pdfWeightTags_.size()-1) nmembers = pdfStart_[i+1] - pdfStart_[i];
            unsigned int npairs = (nmembers-1)/2;
            edm::LogVerbatim("PDFAnalysis") << "ACCEPTANCE Results for PDF set " << pdfWeightTags_[i].instance() << " ---->";

            double acc_central = 0.;
            double acc2_central = 0.;
            if (weightedEvents_[pdfStart_[i]]>0) {
                  acc_central = weightedSelectedEvents_[pdfStart_[i]]/weightedEvents_[pdfStart_[i]];
                  acc2_central = weighted2SelectedEvents_[pdfStart_[i]]/weightedEvents_[pdfStart_[i]];
            }
            double waverage = weightedEvents_[pdfStart_[i]]/originalEvents_;
            edm::LogVerbatim("PDFAnalysis") << "\tEstimate for central PDF member acceptance: [" << acc_central*100 << " +- " <<
            100*sqrt((acc2_central/waverage-acc_central*acc_central)/originalEvents_)
            << "] %";
            double xi = acc_central-originalAcceptance;
            double deltaxi = (acc2_central-(originalAcceptance+2*xi+xi*xi))/originalEvents_;
            if (deltaxi>0) deltaxi = sqrt(deltaxi); //else deltaxi = 0.;
            edm::LogVerbatim("PDFAnalysis") << "\ti.e. [" << std::setprecision(4) << 100*xi/originalAcceptance << " +- " << std::setprecision(4) << 100*deltaxi/originalAcceptance << "] % relative variation with respect to the original PDF";

            if (npairs>0) {
                  edm::LogVerbatim("PDFAnalysis") << "\tNumber of eigenvectors for uncertainty estimation: " << npairs;
              double wplus = 0.;
              double wminus = 0.;
              unsigned int nplus = 0;
              unsigned int nminus = 0;
              for (unsigned int j=0; j<npairs; ++j) {
                  double wa = 0.;
                  if (weightedEvents_[pdfStart_[i]+2*j+1]>0) wa = (weightedSelectedEvents_[pdfStart_[i]+2*j+1]/weightedEvents_[pdfStart_[i]+2*j+1])/acc_central-1.;
                  double wb = 0.;
                  if (weightedEvents_[pdfStart_[i]+2*j+2]>0) wb = (weightedSelectedEvents_[pdfStart_[i]+2*j+2]/weightedEvents_[pdfStart_[i]+2*j+2])/acc_central-1.;
                  if (nnpdfFlag) {
                        if (wa>0.) {
                              wplus += wa*wa;
                              nplus++;
                        } else {
                              wminus += wa*wa;
                              nminus++;
                        }
                        if (wb>0.) {
                              wplus += wb*wb;
                              nplus++;
                        } else {
                              wminus += wb*wb;
                              nminus++;
                        }
                  } else {
                        if (wa>wb) {
                              if (wa<0.) wa = 0.;
                              if (wb>0.) wb = 0.;
                              wplus += wa*wa;
                              wminus += wb*wb;
                        } else {
                              if (wb<0.) wb = 0.;
                              if (wa>0.) wa = 0.;
                              wplus += wb*wb;
                              wminus += wa*wa;
                        }
                  }
              }
              if (wplus>0) wplus = sqrt(wplus);
              if (wminus>0) wminus = sqrt(wminus);
              if (nnpdfFlag) {
                  if (nplus>0) wplus /= sqrt(nplus);
                  if (nminus>0) wminus /= sqrt(nminus);
              }
              edm::LogVerbatim("PDFAnalysis") << "\tRelative uncertainty with respect to central member: +" << std::setprecision(4) << 100.*wplus << " / -" << std::setprecision(4) << 100.*wminus << " [%]";
            } else {
                  edm::LogVerbatim("PDFAnalysis") << "\tNO eigenvectors for uncertainty estimation";
            }
      }
      edm::LogVerbatim("PDFAnalysis") << ">>>> End of PDF weight systematics summary >>>>";

}

bool PdfSystematicsAnalyzer::filter ( edm::Event &  ev, const edm::EventSetup &    )

overridevirtual

Implements edm::EDFilter.

Definition at line 221 of file PdfSystematicsAnalyzer.cc.

References edm::Event::getByToken(), i, j, originalEvents_, pdfStart_, pdfWeightTags_, pdfWeightTokens_, selectedEvents_, selectorPath_, edm::TriggerNames::size(), edm::TriggerNames::triggerIndex(), edm::Event::triggerNames(), triggerResults, triggerResultsToken_, trigNames, weighted2SelectedEvents_, weightedEvents_, weightedSelectedEvents_, and create_public_pileup_plots::weights.

Referenced by Vispa.Plugins.Browser.BrowserTabController.BrowserTabController::filter(), Vispa.Plugins.Browser.BrowserTabController.BrowserTabController::find(), Vispa.Plugins.Browser.BrowserTabController.BrowserTabController::setDataAccessor(), and Vispa.Plugins.Browser.BrowserTabController.BrowserTabController::switchCenterView().

                                                                      {

      edm::Handle<std::vector<double> > weightHandle;
      for (unsigned int i=0; i<pdfWeightTags_.size(); ++i) {
            if (!ev.getByToken(pdfWeightTokens_[i], weightHandle)) {
                  if (originalEvents_==0) {
                        edm::LogError("PDFAnalysis") << ">>> WARNING: some weights not found!";
                        edm::LogError("PDFAnalysis") << ">>> But maybe OK, if you are prefiltering!";
                        edm::LogError("PDFAnalysis") << ">>> If things are OK, this warning should disappear after a while!";
                  }
                  return false;
            }
      }

      originalEvents_++;

      bool selectedEvent = false;
      edm::Handle<edm::TriggerResults> triggerResults;
      if (!ev.getByToken(triggerResultsToken_, triggerResults)) {
            edm::LogError("PDFAnalysis") << ">>> TRIGGER collection does not exist !!!";
            return false;
      }


      const edm::TriggerNames & trigNames = ev.triggerNames(*triggerResults);
      unsigned int pathIndex = trigNames.triggerIndex(selectorPath_);
      bool pathFound = (pathIndex<trigNames.size()); // pathIndex >= 0, since pathIndex is unsigned
      if (pathFound) {
            if (triggerResults->accept(pathIndex)) selectedEvent = true;
      }
      //edm::LogVerbatim("PDFAnalysis") << ">>>> Path Name: " << selectorPath_ << ", selected? " << selectedEvent;

      if (selectedEvent) selectedEvents_++;

      for (unsigned int i=0; i<pdfWeightTags_.size(); ++i) {
            if (!ev.getByToken(pdfWeightTokens_[i], weightHandle)) return false;
            std::vector<double> weights = (*weightHandle);
            unsigned int nmembers = weights.size();
            // Set up arrays the first time wieghts are read
            if (pdfStart_[i]<0) {
                  pdfStart_[i] = weightedEvents_.size();
                  for (unsigned int j=0; j<nmembers; ++j) {
                        weightedEvents_.push_back(0.);
                        weightedSelectedEvents_.push_back(0.);
                        weighted2SelectedEvents_.push_back(0.);
                  }
            }

            for (unsigned int j=0; j<nmembers; ++j) {
                  weightedEvents_[pdfStart_[i]+j] += weights[j];
                  if (selectedEvent) {
                        weightedSelectedEvents_[pdfStart_[i]+j] += weights[j];
                        weighted2SelectedEvents_[pdfStart_[i]+j] += weights[j]*weights[j];
                  }
            }

            /*
            printf("\n>>>>>>>>> Run %8d Event %d, members %3d PDF set %s : Weights >>>> \n", ev.id().run(), ev.id().event(), nmembers, pdfWeightTags_[i].instance().data());
            for (unsigned int i=0; i<nmembers; i+=5) {
                  for (unsigned int j=0; ((j<5)&&(i+j<nmembers)); ++j) {
                        printf(" %2d: %7.4f", i+j, weights[i+j]);
                  }
                  safe_printf("\n");
            }
            */

      }

      return true;
}

Member Data Documentation

unsigned int PdfSystematicsAnalyzer::originalEvents_

private

Definition at line 18 of file PdfSystematicsAnalyzer.cc.

Referenced by beginJob(), endJob(), and filter().

std::vector<int> PdfSystematicsAnalyzer::pdfStart_

private

Definition at line 20 of file PdfSystematicsAnalyzer.cc.

Referenced by beginJob(), endJob(), and filter().

std::vector<edm::InputTag> PdfSystematicsAnalyzer::pdfWeightTags_

private

Definition at line 15 of file PdfSystematicsAnalyzer.cc.

Referenced by beginJob(), endJob(), and filter().

std::vector<edm::EDGetTokenT<std::vector<double> > > PdfSystematicsAnalyzer::pdfWeightTokens_

private

Definition at line 16 of file PdfSystematicsAnalyzer.cc.

Referenced by filter().

unsigned int PdfSystematicsAnalyzer::selectedEvents_

private

Definition at line 19 of file PdfSystematicsAnalyzer.cc.

Referenced by beginJob(), endJob(), and filter().

std::string PdfSystematicsAnalyzer::selectorPath_

private

Definition at line 14 of file PdfSystematicsAnalyzer.cc.

Referenced by filter().

edm::EDGetTokenT<edm::TriggerResults> PdfSystematicsAnalyzer::triggerResultsToken_

private

Definition at line 17 of file PdfSystematicsAnalyzer.cc.

Referenced by filter().

std::vector<double> PdfSystematicsAnalyzer::weighted2SelectedEvents_

private

Definition at line 22 of file PdfSystematicsAnalyzer.cc.

Referenced by endJob(), and filter().

std::vector<double> PdfSystematicsAnalyzer::weightedEvents_

private

Definition at line 23 of file PdfSystematicsAnalyzer.cc.

Referenced by endJob(), and filter().

std::vector<double> PdfSystematicsAnalyzer::weightedSelectedEvents_

private

Definition at line 21 of file PdfSystematicsAnalyzer.cc.

Referenced by endJob(), and filter().