PileUp.cc

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#include "Mixing/Base/interface/PileUp.h"
#include "DataFormats/Provenance/interface/BranchIDListHelper.h"
#include "DataFormats/Provenance/interface/ModuleDescription.h"
#include "DataFormats/Provenance/interface/ThinnedAssociationsHelper.h"
#include "FWCore/Framework/interface/EventPrincipal.h"
#include "FWCore/Framework/interface/InputSourceDescription.h"
#include "FWCore/Framework/src/SignallingProductRegistry.h"
#include "FWCore/ServiceRegistry/interface/ActivityRegistry.h"
#include "FWCore/Sources/interface/VectorInputSourceFactory.h"
#include "FWCore/ParameterSet/interface/ParameterSet.h"
#include "FWCore/MessageLogger/interface/MessageLogger.h"
#include "FWCore/Utilities/interface/Exception.h"
#include "FWCore/Utilities/interface/GetPassID.h"
#include "FWCore/Utilities/interface/StreamID.h"
#include "FWCore/Version/interface/GetReleaseVersion.h"

#include "FWCore/ServiceRegistry/interface/Service.h"
#include "FWCore/Utilities/interface/RandomNumberGenerator.h"

#include "FWCore/Framework/interface/ESHandle.h"
#include "FWCore/Framework/interface/EventSetup.h"
#include "Mixing/Base/src/SecondaryEventProvider.h"
#include "CondFormats/DataRecord/interface/MixingRcd.h"
#include "CondFormats/RunInfo/interface/MixingModuleConfig.h"

#include "CLHEP/Random/RandPoissonQ.h"
#include "CLHEP/Random/RandPoisson.h"

#include <algorithm>
#include <memory>

namespace edm {
  PileUp::PileUp(ParameterSet const& pset, std::string sourcename, double averageNumber, TH1F * const histo, const bool playback) :
    type_(pset.getParameter<std::string>("type")),
    Source_type_(sourcename),
    averageNumber_(averageNumber),
    intAverage_(static_cast<int>(averageNumber)),
    histo_(histo),
    histoDistribution_(type_ == "histo"),
    probFunctionDistribution_(type_ == "probFunction"),
    poisson_(type_ == "poisson"),
    fixed_(type_ == "fixed"),
    none_(type_ == "none"),
    productRegistry_(new SignallingProductRegistry),
    input_(VectorInputSourceFactory::get()->makeVectorInputSource(pset, InputSourceDescription(
                                                                   ModuleDescription(),
                                                                   *productRegistry_,
                                                                   std::make_shared<BranchIDListHelper>(),
                                                                   std::make_shared<ThinnedAssociationsHelper>(),
                                                                   std::make_shared<ActivityRegistry>(),
                                                                   -1, -1, -1,
                                                                   PreallocationConfiguration()
                                                                   )).release()),
    processConfiguration_(new ProcessConfiguration(std::string("@MIXING"), getReleaseVersion(), getPassID())),
    eventPrincipal_(),
    lumiPrincipal_(),
    runPrincipal_(),
    provider_(),
    vPoissonDistribution_(),
    vPoissonDistr_OOT_(),
    randomEngines_(),
    playback_(playback),
    sequential_(pset.getUntrackedParameter<bool>("sequential", false)),
    samelumi_(pset.getUntrackedParameter<bool>("sameLumiBlock", false)),
    seed_(0) {

    // Use the empty parameter set for the parameter set ID of our "@MIXING" process.
    processConfiguration_->setParameterSetID(ParameterSet::emptyParameterSetID());

    if(pset.existsAs<std::vector<ParameterSet> >("producers", true)) {
      std::vector<ParameterSet> producers = pset.getParameter<std::vector<ParameterSet> >("producers");
      provider_.reset(new SecondaryEventProvider(producers, *productRegistry_, processConfiguration_));
    }

    productRegistry_->setFrozen();

    // A modified HistoryAppender must be used for unscheduled processing.
    eventPrincipal_.reset(new EventPrincipal(input_->productRegistry(),
                                       input_->branchIDListHelper(),
                                       input_->thinnedAssociationsHelper(),
                                       *processConfiguration_,
                                       nullptr));

    if (pset.exists("nbPileupEvents")) {
       seed_=pset.getParameter<edm::ParameterSet>("nbPileupEvents").getUntrackedParameter<int>("seed",0);
    }

    bool DB=type_=="readDB";

    edm::Service<edm::RandomNumberGenerator> rng;
    if (!rng.isAvailable()) {
      throw cms::Exception("Configuration")
    << "PileUp requires the RandomNumberGeneratorService\n"
    "which is not present in the configuration file.  You must add the service\n"
    "in the configuration file or remove the modules that require it.";
    }
    
    // Get seed for the case when using user histogram or probability function
    // RANDOM_NUMBER_ERROR
    // Random number should be generated by the engines from the
    // RandomNumberGeneratorService. This appears to use the global
    // engine in ROOT. This is not thread safe unless the module using
    // it is a one module and declares a shared resource and all
    // other modules using it also declare the same shared resource.
    // This also breaks replay.
    if (histoDistribution_ || probFunctionDistribution_ || DB){ 
      if(seed_ !=0) {
    gRandom->SetSeed(seed_);
    LogInfo("MixingModule") << " Change seed for " << type_ << " mode. The seed is set to " << seed_;
      }
      else {
    gRandom->SetSeed(rng->mySeed());
      }
    }
        
    if (!(histoDistribution_ || probFunctionDistribution_ || poisson_ || fixed_ || none_) && !DB) {
      throw cms::Exception("Illegal parameter value","PileUp::PileUp(ParameterSet const& pset)")
        << "'type' parameter (a string) has a value of '" << type_ << "'.\n"
        << "Legal values are 'poisson', 'fixed', or 'none'\n";
    }

    if (!DB){
    manage_OOT_ = pset.getUntrackedParameter<bool>("manage_OOT", false);

    // Check for string describing special processing.  Add these here for individual cases

    PU_Study_ = false;
    Study_type_ = "";

    Study_type_ = pset.getUntrackedParameter<std::string>("Special_Pileup_Studies", "");

    if(Study_type_ == "Fixed_ITPU_Vary_OOTPU") {

      PU_Study_ = true;
      intFixed_ITPU_ = pset.getUntrackedParameter<int>("intFixed_ITPU", 0);

    }

    if(manage_OOT_) { // figure out what the parameters are

      //      if (playback_) throw cms::Exception("Illegal parameter clash","PileUp::PileUp(ParameterSet const& pset)")
      // << " manage_OOT option not allowed with playback ";

      std::string OOT_type = pset.getUntrackedParameter<std::string>("OOT_type");

      if(OOT_type == "Poisson" || OOT_type == "poisson") {
    poisson_OOT_ = true;
      }
      else if(OOT_type == "Fixed" || OOT_type == "fixed") {
    fixed_OOT_ = true;
    // read back the fixed number requested out-of-time
    intFixed_OOT_ = pset.getUntrackedParameter<int>("intFixed_OOT", -1);
    if(intFixed_OOT_ < 0) {
      throw cms::Exception("Illegal parameter value","PileUp::PileUp(ParameterSet const& pset)") 
        << " Fixed out-of-time pileup requested, but no fixed value given ";
    }
      }
      else {
    throw cms::Exception("Illegal parameter value","PileUp::PileUp(ParameterSet const& pset)")
      << "'OOT_type' parameter (a string) has a value of '" << OOT_type << "'.\n"
      << "Legal values are 'poisson' or 'fixed'\n";
      }
      edm::LogInfo("MixingModule") <<" Out-of-time pileup will be generated with a " << OOT_type << " distribution. " ;
    }
    }
    
    if(Source_type_ == "cosmics") {  // allow for some extra flexibility for mixing
      minBunch_cosmics_ = pset.getUntrackedParameter<int>("minBunch_cosmics", -1000);
      maxBunch_cosmics_ = pset.getUntrackedParameter<int>("maxBunch_cosmics", 1000);
    }



  } // end of constructor





  void PileUp::beginJob () {
    input_->doBeginJob();
    if (provider_.get() != nullptr) {
      provider_->beginJob(*productRegistry_);
    }
  }

  void PileUp::endJob () {
    if (provider_.get() != nullptr) {
      provider_->endJob();
    }
    input_->doEndJob();
  }

  void PileUp::beginRun(const edm::Run& run, const edm::EventSetup& setup) {
    if (provider_.get() != nullptr) {
      auto aux = std::make_shared<RunAuxiliary>(run.runAuxiliary());
      runPrincipal_.reset(new RunPrincipal(aux, productRegistry_, *processConfiguration_, nullptr, 0));
      provider_->beginRun(*runPrincipal_, setup, run.moduleCallingContext());
    }
  }
  void PileUp::beginLuminosityBlock(const edm::LuminosityBlock& lumi, const edm::EventSetup& setup) {
    if (provider_.get() != nullptr) {
      auto aux = std::make_shared<LuminosityBlockAuxiliary>(lumi.luminosityBlockAuxiliary());
      lumiPrincipal_.reset(new LuminosityBlockPrincipal(aux, productRegistry_, *processConfiguration_, nullptr, 0));
      lumiPrincipal_->setRunPrincipal(runPrincipal_);
      provider_->beginLuminosityBlock(*lumiPrincipal_, setup, lumi.moduleCallingContext());
    }
  }

  void PileUp::endRun(const edm::Run& run, const edm::EventSetup& setup) {
    if (provider_.get() != nullptr) {
      provider_->endRun(*runPrincipal_, setup, run.moduleCallingContext());
    }
  }
  void PileUp::endLuminosityBlock(const edm::LuminosityBlock& lumi, const edm::EventSetup& setup) {
    if (provider_.get() != nullptr) {
      provider_->endLuminosityBlock(*lumiPrincipal_, setup, lumi.moduleCallingContext());
    }
  }

  void PileUp::setupPileUpEvent(const edm::EventSetup& setup) {
    if (provider_.get() != nullptr) {
      // note:  run and lumi numbers must be modified to match lumiPrincipal_
      eventPrincipal_->setLuminosityBlockPrincipal(lumiPrincipal_);
      eventPrincipal_->setRunAndLumiNumber(lumiPrincipal_->run(), lumiPrincipal_->luminosityBlock());
      provider_->setupPileUpEvent(*eventPrincipal_, setup);
    }
  }

  void PileUp::reload(const edm::EventSetup & setup){
    //get the required parameters from DB.
    edm::ESHandle<MixingModuleConfig> configM;
    setup.get<MixingRcd>().get(configM);

    const MixingInputConfig & config=configM->config(inputType_);

    //get the type
    type_=config.type();
    //set booleans
    histoDistribution_=type_ == "histo";
    probFunctionDistribution_=type_ == "probFunction";
    poisson_=type_ == "poisson";
    fixed_=type_ == "fixed";
    none_=type_ == "none";
    
    if (histoDistribution_) edm::LogError("MisConfiguration")<<"type histo cannot be reloaded from DB, yet";
    
    if (fixed_){
      averageNumber_=averageNumber();
    }
    else if (poisson_)
      {
    averageNumber_=config.averageNumber();
        for(auto & distribution : vPoissonDistribution_) {
          if(distribution) {
            distribution.reset(new CLHEP::RandPoissonQ(distribution->engine(), averageNumber_));
          }
        }
      }
    else if (probFunctionDistribution_)
      {
    //need to reload the histogram from DB
    const std::vector<int> & dataProbFunctionVar = config.probFunctionVariable();
    std::vector<double> dataProb = config.probValue();
    
    int varSize = (int) dataProbFunctionVar.size();
    int probSize = (int) dataProb.size();
        
    if ((dataProbFunctionVar[0] != 0) || (dataProbFunctionVar[varSize - 1] != (varSize - 1))) 
      throw cms::Exception("BadProbFunction") << "Please, check the variables of the probability function! The first variable should be 0 and the difference between two variables should be 1." << std::endl;
        
    // Complete the vector containing the probability  function data
    // with the values "0"
    if (probSize < varSize){
      edm::LogWarning("MixingModule") << " The probability function data will be completed with " <<(varSize - probSize)  <<" values 0.";
      
      for (int i=0; i<(varSize - probSize); i++) dataProb.push_back(0);
      
      probSize = dataProb.size();
      edm::LogInfo("MixingModule") << " The number of the P(x) data set after adding the values 0 is " << probSize;
    }
    
    // Create an histogram with the data from the probability function provided by the user       
    int xmin = (int) dataProbFunctionVar[0];
    int xmax = (int) dataProbFunctionVar[varSize-1]+1;  // need upper edge to be one beyond last value
    int numBins = varSize;
    
    edm::LogInfo("MixingModule") << "An histogram will be created with " << numBins << " bins in the range ("<< xmin << "," << xmax << ")." << std::endl;

    if (histo_) delete histo_;
    histo_ = new TH1F("h","Histo from the user's probability function",numBins,xmin,xmax); 
    
    LogDebug("MixingModule") << "Filling histogram with the following data:" << std::endl;
    
    for (int j=0; j < numBins ; j++){
      LogDebug("MixingModule") << " x = " << dataProbFunctionVar[j ]<< " P(x) = " << dataProb[j];
      histo_->Fill(dataProbFunctionVar[j]+0.5,dataProb[j]); // assuming integer values for the bins, fill bin centers, not edges 
    }
    
    // Check if the histogram is normalized
    if ( ((histo_->Integral() - 1) > 1.0e-02) && ((histo_->Integral() - 1) < -1.0e-02)){ 
      throw cms::Exception("BadProbFunction") << "The probability function should be normalized!!! " << std::endl;
    }
    averageNumber_=histo_->GetMean();
      }

    int oot=config.outOfTime();
    manage_OOT_=false;
    if (oot==1)
      {
    manage_OOT_=true;
    poisson_OOT_ = false;
    fixed_OOT_ = true;
    intFixed_OOT_=config.fixedOutOfTime();
      }
    else if (oot==2)
      {
    manage_OOT_=true;
    poisson_OOT_ = true;
    fixed_OOT_ = false;
      }

    
  }
  PileUp::~PileUp() {
  }

  std::unique_ptr<CLHEP::RandPoissonQ> const& PileUp::poissonDistribution(StreamID const& streamID) {
    unsigned int index = streamID.value();
    if(index >= vPoissonDistribution_.size()) {
      // This resizing is not thread safe and only works because
      // this is used by a "one" type module
      vPoissonDistribution_.resize(index + 1);
    }
    std::unique_ptr<CLHEP::RandPoissonQ>& ptr = vPoissonDistribution_[index];
    if(!ptr) {
      CLHEP::HepRandomEngine& engine = *randomEngine(streamID);
      ptr.reset(new CLHEP::RandPoissonQ(engine, averageNumber_));
    }
    return ptr;
  }

  std::unique_ptr<CLHEP::RandPoisson> const& PileUp::poissonDistr_OOT(StreamID const& streamID) {
    unsigned int index = streamID.value();
    if(index >= vPoissonDistr_OOT_.size()) {
      // This resizing is not thread safe and only works because
      // this is used by a "one" type module
      vPoissonDistr_OOT_.resize(index + 1);
    }
    std::unique_ptr<CLHEP::RandPoisson>& ptr = vPoissonDistr_OOT_[index];
    if(!ptr) {
      CLHEP::HepRandomEngine& engine = *randomEngine(streamID);
      ptr.reset(new CLHEP::RandPoisson(engine));
    }
    return ptr;
  }

  CLHEP::HepRandomEngine* PileUp::randomEngine(StreamID const& streamID) {
    unsigned int index = streamID.value();
    if(index >= randomEngines_.size()) {
      // This resizing is not thread safe and only works because
      // this is used by a "one" type module
      randomEngines_.resize(index + 1, nullptr);
    }
    CLHEP::HepRandomEngine* ptr = randomEngines_[index];
    if(!ptr) {
      Service<RandomNumberGenerator> rng;
      ptr = &rng->getEngine(streamID);
      randomEngines_[index] = ptr;
    }
    return ptr;
  }

  void PileUp::CalculatePileup(int MinBunch, int MaxBunch, std::vector<int>& PileupSelection, std::vector<float>& TrueNumInteractions, StreamID const& streamID) {

    // if we are managing the distribution of out-of-time pileup separately, select the distribution for bunch
    // crossing zero first, save it for later.

    int nzero_crossing = -1;
    double Fnzero_crossing = -1;

    if(manage_OOT_) {
      if (none_){
    nzero_crossing = 0;
      }else if (poisson_){
    nzero_crossing =  poissonDistribution(streamID)->fire() ;
      }else if (fixed_){
    nzero_crossing =  intAverage_ ;
      }else if (histoDistribution_ || probFunctionDistribution_){
        // RANDOM_NUMBER_ERROR
        // Random number should be generated by the engines from the
        // RandomNumberGeneratorService. This appears to use the global
        // engine in ROOT. This is not thread safe unless the module using
        // it is a one module and declares a shared resource and all
        // other modules using it also declare the same shared resource.
        // This also breaks replay.
    double d = histo_->GetRandom();
    //n = (int) floor(d + 0.5);  // incorrect for bins with integer edges
    Fnzero_crossing =  d;
    nzero_crossing = int(d);
      }

    }

    for(int bx = MinBunch; bx < MaxBunch+1; ++bx) {

      if(manage_OOT_) {
    if(bx==0 && !poisson_OOT_) { 
      PileupSelection.push_back(nzero_crossing) ;
      TrueNumInteractions.push_back( nzero_crossing );
    }
    else{
      if(poisson_OOT_) {
        if(PU_Study_ && (Study_type_ == "Fixed_ITPU_Vary_OOTPU" ) && bx==0 ) {
          PileupSelection.push_back(intFixed_ITPU_) ;
        }
        else{
          PileupSelection.push_back(poissonDistr_OOT(streamID)->fire(Fnzero_crossing)) ;
        }
        TrueNumInteractions.push_back( Fnzero_crossing );
      }
      else {
        PileupSelection.push_back(intFixed_OOT_) ;
        TrueNumInteractions.push_back( intFixed_OOT_ );
      }  
    }
      }
      else {
    if (none_){
      PileupSelection.push_back(0);
      TrueNumInteractions.push_back( 0. );
    }else if (poisson_){
      PileupSelection.push_back(poissonDistribution(streamID)->fire());
      TrueNumInteractions.push_back( averageNumber_ );
    }else if (fixed_){
      PileupSelection.push_back(intAverage_);
      TrueNumInteractions.push_back( intAverage_ );
    }else if (histoDistribution_ || probFunctionDistribution_){
          // RANDOM_NUMBER_ERROR
          // Random number should be generated by the engines from the
          // RandomNumberGeneratorService. This appears to use the global
          // engine in ROOT. This is not thread safe unless the module using
          // it is a one module and declares a shared resource and all
          // other modules using it also declare the same shared resource.
          // This also breaks replay.
      double d = histo_->GetRandom();
      PileupSelection.push_back(int(d));
      TrueNumInteractions.push_back( d );
    }
      }
    
    }
  }


} //namespace edm