OptDetDigitizer_module.cc

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// OptDetDigitizer_module.cc
// Kazuhiro Terao <kazuhiro@nevis.columbia.edu>, Jul 2013
// based on code by Ben Jones and Christie Chiu, MIT, Sept 2012
//   bjpjones@mit.edu, cschiu@mit.edu
//
// This module starts from MC truth sim::OnePhoton objects
// and produces a digitized waveform.

// LArSoft includes
#include "larana/OpticalDetector/OpDigiProperties.h"
#include "larcore/Geometry/WireReadout.h"
#include "lardataobj/OpticalDetectorData/ChannelData.h"
#include "lardataobj/OpticalDetectorData/ChannelDataGroup.h"
#include "lardataobj/OpticalDetectorData/OpticalTypes.h"
#include "lardataobj/Simulation/SimPhotons.h"
#include "larsim/Simulation/SimListUtils.h"

// ART includes
#include "art/Framework/Core/EDProducer.h"
#include "art/Framework/Core/ModuleMacros.h"
#include "art/Framework/Principal/Event.h"
#include "art/Framework/Services/Registry/ServiceHandle.h"
#include "fhiclcpp/ParameterSet.h"

// nurandom
#include "nurandom/RandomUtils/NuRandomService.h"

// CLHEP includes
#include "CLHEP/Random/RandFlat.h"
#include "CLHEP/Random/RandPoisson.h"

// C++ language includes
#include <cstring>

namespace opdet {

  class OptDetDigitizer : public art::EDProducer {
  public:
    explicit OptDetDigitizer(const fhicl::ParameterSet&);

  private:
    void produce(art::Event&) override;

    // The parameters we'll read from the .fcl file.
    std::string fInputModule;                        // Input tag for OpDet collection
    float fSampleFreq;                               // in MHz
    float fTimeBegin;                                // in us
    float fTimeEnd;                                  // in us
    float fQE;                                       // quantum efficiency of opdet
    optdata::ADC_Count_t fSaturationScale;           // adc count w/ saturation occurs
    std::vector<optdata::ADC_Count_t> fPedMeanArray; // Array of pedestal baseline (per ch)
    float fDarkRate;                                 // Noise rate in Hz
    optdata::ADC_Count_t fPedFlucAmp;                // Pedestal fluctuation amplitude
    float fPedFlucRate;                              // Pedestal fluctuation rate
    //  float fWFRandTimeOffsetLow;            // The lower bound of WF's T=0 offset from Trigger
    //  float fWFRandTimeOffsetHigh;           // The upper bound of WF's T=0 offset from Trigger
    std::vector<double> fSinglePEWaveform;

    bool fSimGainSpread;

    CLHEP::HepRandomEngine& fEngine;
    CLHEP::RandFlat fFlatRandom;
    CLHEP::RandPoisson fPoissonRandom;
    void AddDarkNoise(std::vector<double>& RawWF, double gain);
    void AddWaveform(optdata::TimeSlice_t time,
                     std::vector<double>& OldPulse,
                     std::vector<double>& NewPulse,
                     double factor,
                     bool extend = false);
    optdata::ChannelData ApplyDigitization(std::vector<double> const RawWF,
                                           optdata::Channel_t const ch) const;
    art::ServiceHandle<OpDigiProperties> fOpDigiProperties;
    geo::WireReadoutGeom const* fWireReadoutGeom;
  };
} // namespace opdet

DEFINE_ART_MODULE(opdet::OptDetDigitizer)

namespace opdet {

  OptDetDigitizer::OptDetDigitizer(fhicl::ParameterSet const& pset)
    : EDProducer{pset}
    , fEngine(art::ServiceHandle<rndm::NuRandomService>()->registerAndSeedEngine(createEngine(0),
                                                                                 pset,
                                                                                 "Seed"))
    , fFlatRandom{fEngine}
    , fPoissonRandom{fEngine}
    , fWireReadoutGeom{&art::ServiceHandle<geo::WireReadout const>()->Get()}
  {
    // Infrastructure piece
    produces<std::vector<optdata::ChannelDataGroup>>();

    optdata::ChannelDataGroup dg;
    // Input Module and histogram parameters come from .fcl
    fInputModule = pset.get<std::string>("InputModule");
    fSimGainSpread = pset.get<bool>("SimGainSpread");
    fTimeBegin = fOpDigiProperties->TimeBegin();
    fTimeEnd = fOpDigiProperties->TimeEnd();
    fSampleFreq = fOpDigiProperties->SampleFreq();
    fQE = fOpDigiProperties->QE();
    fDarkRate = fOpDigiProperties->DarkRate();
    fPedFlucAmp = fOpDigiProperties->PedFlucAmp();
    fPedFlucRate = fOpDigiProperties->PedFlucRate();
    fSaturationScale = fOpDigiProperties->SaturationScale();
    fPedMeanArray = fOpDigiProperties->PedMeanArray();

    fSinglePEWaveform = fOpDigiProperties->SinglePEWaveform();
  }

  //-------------------------------------------------

  void OptDetDigitizer::AddWaveform(optdata::TimeSlice_t const time,
                                    std::vector<double>& OldPulse,
                                    std::vector<double>& NewPulse,
                                    double const factor,
                                    bool const extend)
  {
    if ((time + NewPulse.size()) > OldPulse.size() && extend)
      OldPulse.resize(time + NewPulse.size());
    for (size_t i = 0; i < NewPulse.size() && (time + i) < OldPulse.size(); ++i)
      OldPulse[time + i] += NewPulse[i] * factor;
  }

  //-------------------------------------------------

  void OptDetDigitizer::AddDarkNoise(std::vector<double>& RawWF, double gain)
  {
    // Add dark noise
    double MeanDarkPulses = fDarkRate * (fTimeEnd - fTimeBegin) / 1000000;

    unsigned int NumberOfPulses = fPoissonRandom.fire(MeanDarkPulses);
    for (size_t i = 0; i != NumberOfPulses; ++i) {
      double PulseTime_ns = fTimeBegin * 1000 + (fTimeEnd - fTimeBegin) * 1000 *
                                                  (fFlatRandom.fire(1.0)); // Should be in ns
      optdata::TimeSlice_t PulseTime_ts = fOpDigiProperties->GetTimeSlice(PulseTime_ns);
      AddWaveform(PulseTime_ts, RawWF, fSinglePEWaveform, gain);
    }
  }

  optdata::ChannelData OptDetDigitizer::ApplyDigitization(std::vector<double> const rawWF,
                                                          optdata::Channel_t const ch) const
  {
    //
    // Digitization includes...
    //     (a) amplitude digitization
    //     (b) saturation
    //     (c) pedestal fluctuation
    //

    // prepare return data container
    optdata::ChannelData chData(ch);
    chData.reserve(rawWF.size());
    optdata::ADC_Count_t baseMean(fPedMeanArray.at(ch));
    for (optdata::TimeSlice_t time = 0; time < rawWF.size(); ++time) {
      double thisSample = rawWF[time];

      optdata::ADC_Count_t thisCount = (optdata::ADC_Count_t)(thisSample) + baseMean;

      // (a) amplitude digitization
      if (CLHEP::RandFlat::shoot(1.0) < (thisSample - int(thisSample))) thisCount += 1;

      // (b) saturation
      if (thisCount > fSaturationScale) thisCount = fSaturationScale;

      chData.push_back(thisCount);
    }

    // (c) pedestal fluctuation
    double timeSpan = chData.size() * 1.e-6 / (fOpDigiProperties->SampleFreq());
    unsigned int nFluc = CLHEP::RandPoisson::shoot(fPedFlucRate * timeSpan);
    for (size_t i = 0; i < nFluc; ++i) {
      optdata::TimeSlice_t pulseTime(CLHEP::RandFlat::shoot(0.0, (double)(chData.size())));
      optdata::ADC_Count_t amp = chData[pulseTime];
      if (CLHEP::RandFlat::shoot(0., 1.) > 0.5) {
        amp += fPedFlucAmp;
        if (amp > fSaturationScale) amp = fSaturationScale;
      }
      else
        amp -= fPedFlucAmp;
      chData[pulseTime] = amp;
    }

    return chData;
  }

  //-------------------------------------------------

  void OptDetDigitizer::produce(art::Event& evt)
  {
    //
    // Event-wise initialization
    //

    // Infrastructure piece
    std::unique_ptr<std::vector<optdata::ChannelDataGroup>> StoragePtr(
      new std::vector<optdata::ChannelDataGroup>);

    // Read in the Sim Photons
    sim::SimPhotonsCollection ThePhotCollection =
      sim::SimListUtils::GetSimPhotonsCollection(evt, fInputModule);

    // Convert units into ns from us/MHz
    double timeBegin_ns = fTimeBegin * 1000;
    double timeEnd_ns = fTimeEnd * 1000;
    double sampleFreq_ns = fSampleFreq / 1000;

    // Compute # of timeslices to be stored in the output. This is defined by a user input (fcl file)
    optdata::TimeSlice_t timeSliceWindow(fOpDigiProperties->GetTimeSlice(timeEnd_ns));

    /*
      Create output data product, optdata::ChannelDataGroup for each gain channel.
      Note : Although the frame + sample number in DATA should have a reference of T=0 @ DAQ start time, this is
             not handled in MC. Hence we do not set them here (use constructor default)
    */
    optdata::ChannelDataGroup rawWFGroup_HighGain(optdata::kHighGain);
    optdata::ChannelDataGroup rawWFGroup_LowGain(optdata::kLowGain);
    // Reserve entries equal to # of channels
    auto const nOpChannels = fWireReadoutGeom->NOpChannels();
    rawWFGroup_HighGain.reserve(nOpChannels);
    rawWFGroup_LowGain.reserve(nOpChannels);

    /*
      Define "raw" waveform container which will be filled based on G4 photon timing + SPE waveform information.
      Note this is not completely an analog waveform because it is digitized in terms of time (as it is using std::vector).
    */
    std::vector<std::vector<double>> rawWF_HighGain(nOpChannels,
                                                    std::vector<double>(timeSliceWindow, 0.0));
    std::vector<std::vector<double>> rawWF_LowGain(nOpChannels,
                                                   std::vector<double>(timeSliceWindow, 0.0));

    /*
      Start data processing ... see following steps
      (1) Loop over input array of optical photons & fill "raw" waveform container w/ corresponding SPE waveform
      (2) Loop over filled "raw" waveform and process (digitization, adding noise, baseline spread, etc)
    */

    //
    // Step (1) ... loop over G4 optical photons
    //

    // For every OpDet, convert PE into waveform and combine all together
    for (sim::SimPhotonsCollection::const_iterator itOpDet = ThePhotCollection.begin();
         itOpDet != ThePhotCollection.end();
         itOpDet++) {
      const sim::SimPhotons& ThePhot = itOpDet->second;

      int ch = ThePhot.OpChannel();
      // For every photon in the hit:
      for (const sim::OnePhoton& Phot : ThePhot) {
        // Sample a random subset according to QE
        if (fFlatRandom.fire(1.0) <= fQE) {
          optdata::TimeSlice_t PhotonTime(fOpDigiProperties->GetTimeSlice(Phot.Time));
          if (Phot.Time > timeBegin_ns && Phot.Time < timeEnd_ns) {
            if (fSimGainSpread) {
              AddWaveform(
                PhotonTime, rawWF_HighGain[ch], fSinglePEWaveform, fOpDigiProperties->HighGain(ch));
              AddWaveform(
                PhotonTime, rawWF_LowGain[ch], fSinglePEWaveform, fOpDigiProperties->LowGain(ch));
            }
            else {
              AddWaveform(PhotonTime,
                          rawWF_HighGain[ch],
                          fSinglePEWaveform,
                          fOpDigiProperties->HighGainMean(ch));
              AddWaveform(PhotonTime,
                          rawWF_LowGain[ch],
                          fSinglePEWaveform,
                          fOpDigiProperties->LowGainMean(ch));
            }
          }
        } // random QE cut
      }   // for each Photon in SimPhotons
    }

    //
    // Loop over "raw" waveform (channel-wise)
    //
    for (unsigned short iCh = 0; iCh < rawWF_LowGain.size(); ++iCh) {
      rawWF_LowGain[iCh].resize((timeEnd_ns - timeBegin_ns) * sampleFreq_ns);
      rawWF_HighGain[iCh].resize((timeEnd_ns - timeBegin_ns) * sampleFreq_ns);

      // Add dark noise
      if (fSimGainSpread) {
        AddDarkNoise(rawWF_LowGain[iCh], fOpDigiProperties->LowGain(iCh));
        AddDarkNoise(rawWF_HighGain[iCh], fOpDigiProperties->HighGain(iCh));
      }
      else {
        AddDarkNoise(rawWF_LowGain[iCh], fOpDigiProperties->LowGainMean(iCh));
        AddDarkNoise(rawWF_HighGain[iCh], fOpDigiProperties->HighGainMean(iCh));
      }

      // Apply digitization and make channel data
      optdata::ChannelData chData_HighGain(ApplyDigitization(rawWF_HighGain[iCh], iCh));
      optdata::ChannelData chData_LowGain(ApplyDigitization(rawWF_LowGain[iCh], iCh));

      rawWFGroup_HighGain.push_back(chData_HighGain);
      rawWFGroup_LowGain.push_back(chData_LowGain);
    } // for each OpDet in SimPhotonsCollection

    StoragePtr->push_back(rawWFGroup_HighGain);
    StoragePtr->push_back(rawWFGroup_LowGain);

    evt.put(std::move(StoragePtr));
  }
}