Digitizer.cxx

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// Copyright 2019-2020 CERN and copyright holders of ALICE O2.
// See https://alice-o2.web.cern.ch/copyright for details of the copyright holders.
// All rights not expressly granted are reserved.
//
// This software is distributed under the terms of the GNU General Public
// License v3 (GPL Version 3), copied verbatim in the file "COPYING".
//
// In applying this license CERN does not waive the privileges and immunities
// granted to it by virtue of its status as an Intergovernmental Organization
// or submit itself to any jurisdiction.
 
#include "TOFSimulation/Digitizer.h"
#include "DetectorsBase/GeometryManager.h"
#include "TOFSimulation/TOFSimParams.h"
#include "DetectorsRaw/HBFUtils.h"
 
#include "TCanvas.h"
#include "TFile.h"
#include "TH1F.h"
#include "TH2F.h"
#include "TLeaf.h"
#include "TMath.h"
#include "TProfile2D.h"
#include "TRandom.h"
#include <algorithm>
#include <cassert>
 
using namespace o2::tof;
 
ClassImp(Digitizer);
 
// How data acquisition works in real data
/*
           |<----------- 1 orbit ------------->|
     ------|-----------|-----------|-----------|------
             ^           ^           ^           ^ when triggers happen
        |<--- latency ---|
        |<- matching1->|
                    |<- matching2->|
                                |<- matching3->|
                                |<>| = overlap between two consecutive matching
 
Norbit = number of orbits elapsed
Nbunch = bunch in the current orbit (0:3563)
Ntdc = number of tdc counts within the matching window --> for 1/3 orbit (0:3649535)
 
raw time = trigger time (Norbit and Nbunch) - latency window + TDC(Ntdc)
 */
 
// What we implemented here (so far)
/*
           |<----------- 1 orbit ------------->|
     ------|-----------|-----------|-----------|------
           |<- matching1->|
                       |<- matching2->|
                                   |<- matching3->|
                                   |<>| = overlap between two consecutive matching windows
 
- OVERLAP between two consecutive windows: implemented, to be extensively checked
- NO LATENCY WINDOW (we manage it during raw encoding/decoding) then digits already corrected
 
NBC = Number of bunch since timeframe beginning = Norbit*3564 + Nbunch
Ntdc = here within the current BC -> (0:1023)
 
digit time = NBC*1024 + Ntdc
 */
 
void Digitizer::init()
{
 
  // set first readout window in MC production getting
  // orbitFirstSampled corresponds to the start of the concrete timeframe (it is set in O2DPG productions)
  mReadoutWindowCurrent = uint64_t(o2::raw::HBFUtils::Instance().orbitFirstSampled) * Geo::NWINDOW_IN_ORBIT;
 
  // method to initialize the parameters neede to digitize and the array of strip objects containing
  // the digits belonging to a strip
 
  initParameters();
 
  for (Int_t i = 0; i < Geo::NSTRIPS; i++) {
    for (Int_t j = 0; j < MAXWINDOWS; j++) {
      mStrips[j].emplace_back(i);
      if (j < MAXWINDOWS - 1) {
        mMCTruthContainerNext[j] = &(mMCTruthContainer[j + 1]);
        // mStripsNext[j] = &(mStrips[j + 1]);
      }
    }
  }
}
 
//______________________________________________________________________
 
int Digitizer::process(const std::vector<HitType>* hits, std::vector<Digit>* digits)
{
  const double max_hit_time = TOFSimParams::Instance().max_hit_time;
 
  // hits array of TOF hits for a given simulated event
  // digits passed from external to be filled, in continuous readout mode we will push it on mDigitsPerTimeFrame, final vector of digits
 
  //  printf("process event time = %f with %ld hits\n",mEventTime.getTimeNS(),hits->size());
 
  uint64_t readoutwindow = getReadoutWindow(mEventTime.getTimeNS());
 
  // determines the maximal readout window difference to a preceding RO which can still affect the current readout window
  int max_readout_diff = int(max_hit_time * Geo::READOUTWINDOW_INV) + 1;
  // early return based on events happening earlier than MAX_READOUT_DIFF away from current RO frame
  if (readoutwindow < mReadoutWindowCurrent && mReadoutWindowCurrent - readoutwindow > max_readout_diff) {
    return 0;
  }
 
  if (mContinuous && readoutwindow > mReadoutWindowCurrent) { // if we are moving in future readout windows flush previous ones (only for continuous readout mode)
    digits->clear();
 
    for (; mReadoutWindowCurrent < readoutwindow;) { // mReadoutWindowCurrent incremented in fillOutputContainer!!!!
      fillOutputContainer(*digits); // fill all windows which are before (not yet stored) of the new current one
      checkIfReuseFutureDigits();
    } // close loop readout window
  }   // close if continuous
 
  for (auto& hit : *hits) {
    // TODO: put readout window counting/selection
    //  neglect very slow particles (low energy neutrons)
    if (hit.GetTime() > max_hit_time) { // 1 mus
      continue;
    }
 
    // discard hits arriving before the minimum readout window
    auto hit_ro_window = getReadoutWindow(double(hit.GetTime()) + mEventTime.getTimeNS() /*+ Geo::LATENCYWINDOW*/);
 
    // discard hits arriving too early
    if (hit_ro_window < mReadoutWindowCurrent) {
      continue;
    }
 
    processHit(hit, mEventTime.getTimeOffsetWrtBC() + Geo::LATENCYWINDOW);
  } // end loop over hits
 
  if (!mContinuous) { // fill output container per event
    digits->clear();
    fillOutputContainer(*digits);
  }
 
  return 0;
}
 
//______________________________________________________________________
 
Int_t Digitizer::processHit(const HitType& hit, Double_t event_time)
{
  mNLastHit = 0;
 
  Float_t pos[3] = {hit.GetX(), hit.GetY(), hit.GetZ()};
  Float_t deltapos[3];
  Int_t detInd[5];
  Int_t detIndOtherPad[5];
 
  Geo::getPadDxDyDz(pos, detInd, deltapos); // Get DetId and residuals
 
  detIndOtherPad[0] = detInd[0], detIndOtherPad[1] = detInd[1],
  detIndOtherPad[2] = detInd[2]; // same sector, plate, strip
 
  Int_t otherraw = 0;
  if (detInd[3] == 0) {
    otherraw = 1;
  }
 
  Int_t iZshift = otherraw ? 1 : -1;
 
  Int_t channel = Geo::getIndex(detInd);
 
  Float_t charge = getCharge(hit.GetEnergyLoss());
  // NOTE: FROM NOW ON THE TIME IS IN PS ... AND NOT IN NS
  Double_t time = getShowerTimeSmeared((double(hit.GetTime()) + event_time) * 1E3 + 0.5 * Geo::TDCBIN, charge);
 
  Float_t xLocal = deltapos[0];
  Float_t zLocal = deltapos[2];
 
  // extract trackID
  auto trackID = hit.GetTrackID();
 
  //         PadId - Pad Identifier
  //                    E | F    -->   PadId = 5 | 6
  //                    A | B    -->   PadId = 1 | 2
  //                    C | D    -->   PadId = 3 | 4
 
  Int_t ndigits = 0; //Number of digits added
 
  UInt_t istrip = channel / Geo::NPADS;
 
  // check the fired PAD 1 (A)
  if (isFired(xLocal, zLocal, charge)) {
    ndigits++;
    mXLastShift[mNLastHit] = 0;
    mZLastShift[mNLastHit] = 0;
    addDigit(channel, istrip, time, xLocal, zLocal, charge, 0, 0, detInd[3], trackID, hit.GetTime(), event_time * 1E3);
  }
 
  // check PAD 2
  detIndOtherPad[3] = otherraw;
  detIndOtherPad[4] = detInd[4];
  channel = Geo::getIndex(detIndOtherPad);
  xLocal = deltapos[0]; // recompute local coordinates
  if (otherraw) {
    zLocal = deltapos[2] - Geo::ZPAD; // recompute local coordinates
  } else {
    zLocal = deltapos[2] + Geo::ZPAD;
  }
  if (isFired(xLocal, zLocal, charge)) {
    ndigits++;
    mXLastShift[mNLastHit] = 0;
    mZLastShift[mNLastHit] = iZshift;
    addDigit(channel, istrip, time, xLocal, zLocal, charge, 0, iZshift, detInd[3], trackID, hit.GetTime(), event_time * 1E3);
  }
 
  // check PAD 3
  detIndOtherPad[3] = detInd[3];
  detIndOtherPad[4] = detInd[4] - 1;
  if (detIndOtherPad[4] >= 0) {
    channel = Geo::getIndex(detIndOtherPad);
    xLocal = deltapos[0] + Geo::XPAD; // recompute local coordinates
    zLocal = deltapos[2];             // recompute local coordinates
    if (isFired(xLocal, zLocal, charge)) {
      ndigits++;
      mXLastShift[mNLastHit] = -1;
      mZLastShift[mNLastHit] = 0;
      addDigit(channel, istrip, time, xLocal, zLocal, charge, -1, 0, detInd[3], trackID, hit.GetTime(), event_time * 1E3);
    }
  }
 
  // check PAD 5
  detIndOtherPad[3] = detInd[3];
  detIndOtherPad[4] = detInd[4] + 1;
  if (detIndOtherPad[4] < Geo::NPADX) {
    channel = Geo::getIndex(detIndOtherPad);
    xLocal = deltapos[0] - Geo::XPAD; // recompute local coordinates
    zLocal = deltapos[2];             // recompute local coordinates
    if (isFired(xLocal, zLocal, charge)) {
      ndigits++;
      mXLastShift[mNLastHit] = 1;
      mZLastShift[mNLastHit] = 0;
      addDigit(channel, istrip, time, xLocal, zLocal, charge, 1, 0, detInd[3], trackID, hit.GetTime(), event_time * 1E3);
    }
  }
 
  // check PAD 4
  detIndOtherPad[3] = otherraw;
  detIndOtherPad[4] = detInd[4] - 1;
  if (detIndOtherPad[4] >= 0) {
    channel = Geo::getIndex(detIndOtherPad);
    xLocal = deltapos[0] + Geo::XPAD; // recompute local coordinates
    if (otherraw) {
      zLocal = deltapos[2] - Geo::ZPAD; // recompute local coordinates
    } else {
      zLocal = deltapos[2] + Geo::ZPAD;
    }
    if (isFired(xLocal, zLocal, charge)) {
      ndigits++;
      mXLastShift[mNLastHit] = -1;
      mZLastShift[mNLastHit] = iZshift;
      addDigit(channel, istrip, time, xLocal, zLocal, charge, -1, iZshift, detInd[3], trackID, hit.GetTime(), event_time * 1E3);
    }
  }
 
  // check PAD 6
  detIndOtherPad[3] = otherraw;
  detIndOtherPad[4] = detInd[4] + 1;
  if (detIndOtherPad[4] < Geo::NPADX) {
    channel = Geo::getIndex(detIndOtherPad);
    xLocal = deltapos[0] - Geo::XPAD; // recompute local coordinates
    if (otherraw) {
      zLocal = deltapos[2] - Geo::ZPAD; // recompute local coordinates
    } else {
      zLocal = deltapos[2] + Geo::ZPAD;
    }
    if (isFired(xLocal, zLocal, charge)) {
      ndigits++;
      mXLastShift[mNLastHit] = 1;
      mZLastShift[mNLastHit] = iZshift;
      addDigit(channel, istrip, time, xLocal, zLocal, charge, 1, iZshift, detInd[3], trackID, hit.GetTime(), event_time * 1E3);
    }
  }
  return ndigits;
}
 
//______________________________________________________________________
void Digitizer::addDigit(Int_t channel, UInt_t istrip, Double_t time, Float_t x, Float_t z, Float_t charge, Int_t iX, Int_t iZ,
                         Int_t padZfired, Int_t trackID, float geanttime, double t0)
{
  // TOF digit requires: channel, time and time-over-threshold
 
  if (mCalibApi->isOff(channel)) {
    return;
  }
 
  time = getDigitTimeSmeared(time, x, z, charge); // add time smearing
 
  charge *= getFractionOfCharge(x, z);
 
  // tot tuned to reproduce 0.8% of orphans tot(=0)
  Float_t totf = gRandom->Gaus(12. * Geo::NTOTBIN_PER_NS, 1.5 * Geo::NTOTBIN_PER_NS); // time-over-threshold
  if (totf < 172) {
    totf = 0;
  }
  int tot = int(totf);
 
  Float_t xborder = Geo::XPAD * 0.5 - std::abs(x);
  Float_t zborder = Geo::ZPAD * 0.5 - std::abs(z);
  Float_t border = TMath::Min(xborder, zborder);
 
  Float_t timewalkX = x * mTimeWalkeSlope;
  Float_t timewalkZ = (z - (padZfired - 0.5) * Geo::ZPAD) * mTimeWalkeSlope;
 
  if (border < 0) { // keep the effect only if hit out of pad
    border *= -1;
    Float_t extraTimeSmear = border * mTimeSlope;
    time += gRandom->Gaus(mTimeDelay, extraTimeSmear);
  } else {
    border = 1 - border;
    // if(border > 0)  printf("deltat =%f\n",mTimeDelay*border*border*border);
    // else printf("deltat=0\n");
    // getchar();
    if (border > 0) {
      time += mTimeDelay * border * border * border;
    }
  }
  time += TMath::Sqrt(timewalkX * timewalkX + timewalkZ * timewalkZ) - mTimeDelayCorr - mTimeWalkeSlope * 2;
 
  // Decalibrate
  float tsCorr = mCalibApi->getTimeDecalibration(channel, tot * Geo::TOTBIN_NS);
  if (std::abs(tsCorr) > 200E3) { // accept correction up to 200 ns
    LOG(error) << "Wrong de-calibration correction for ch = " << channel << ", tot = " << tot << " (Skip it)";
    return;
  }
 
  mTimeLastHit[mNLastHit] = time;
  mTotLastHit[mNLastHit] = tot;
  mNLastHit++;
 
  time -= tsCorr; // TODO:  to be checked that "-" is correct, and we did not need "+" instead :-)
 
  // let's move from time to bc, tdc
 
  uint64_t nbc = (uint64_t)(time * Geo::BC_TIME_INPS_INV); // time elapsed in number of bunch crossing
  //Digit newdigit(time, channel, (time - Geo::BC_TIME_INPS * nbc) * Geo::NTDCBIN_PER_PS, tot * Geo::NTOTBIN_PER_NS, nbc);
 
  int tdc = int((time - Geo::BC_TIME_INPS * nbc) * Geo::NTDCBIN_PER_PS);
 
  static long firstlongbc = long(o2::raw::HBFUtils::Instance().orbitFirstSampled) * o2::constants::lhc::LHCMaxBunches;
  // add orbit and bc
  nbc += mEventTime.toLong();
  t0 += (mEventTime.toLong() - firstlongbc - Geo::LATENCYWINDOW_IN_BC) * Geo::BC_TIME_INPS;
 
  //  printf("orbit = %d -- bc = %d -- nbc = (%d) %d\n",mEventTime.orbit,mEventTime.bc, mEventTime.toLong(),nbc);
 
  //  printf("tdc = %d\n",tdc);
 
  int lblCurrent = 0;
 
  bool iscurrent = true; // if we are in the current readout window
  Int_t isnext = -1;
  Int_t isIfOverlap = -1;
 
  if (mContinuous) {
    isnext = nbc / Geo::BC_IN_WINDOW - mReadoutWindowCurrent;
    isIfOverlap = (nbc - Geo::OVERLAP_IN_BC) / Geo::BC_IN_WINDOW - mReadoutWindowCurrent;
 
    if (isnext == isIfOverlap) {
      isIfOverlap = -1;
    } else if (isnext < 0 && isIfOverlap >= 0) {
      isnext = isIfOverlap;
      isIfOverlap = -1;
    } else if (isnext >= MAXWINDOWS && isIfOverlap < MAXWINDOWS) {
      isnext = isIfOverlap;
      isIfOverlap = MAXWINDOWS;
    }
 
    if (isnext < 0) {
      LOG(error) << "error: isnext =" << isnext << "(current window = " << mReadoutWindowCurrent << ")"
                 << " nbc = " << nbc << " -- event time = " << mEventTime.getTimeNS() << "\n";
 
      return;
    }
 
    if (isnext < 0 || isnext >= MAXWINDOWS) {
 
      lblCurrent = mFutureIevent.size(); // this is the size of mHeaderArray;
      mFutureIevent.push_back(mEventID);
      mFutureIsource.push_back(mSrcID);
      mFutureItrackID.push_back(trackID);
 
      // fill temporary digits array
      insertDigitInFuture(channel, tdc, tot, nbc, lblCurrent);
      return; // don't fill if doesn't match any available readout window
    } else if (isIfOverlap == MAXWINDOWS) { // add in future digits but also in one of the current readout windows (beacuse of windows overlap)
      lblCurrent = mFutureIevent.size();
      mFutureIevent.push_back(mEventID);
      mFutureIsource.push_back(mSrcID);
      mFutureItrackID.push_back(trackID);
 
      // fill temporary digits array
      insertDigitInFuture(channel, tdc, tot, nbc, lblCurrent);
    }
 
    if (isnext) {
      iscurrent = false;
    }
  }
 
  //printf("add TOF digit c=%i n=%i\n",iscurrent,isnext);
 
  std::vector<Strip>* strips;
  o2::dataformats::MCTruthContainer<o2::tof::MCLabel>* mcTruthContainer;
 
  if (iscurrent) {
    strips = mStripsCurrent;
    mcTruthContainer = mMCTruthContainerCurrent;
  } else {
    strips = mStripsNext[isnext - 1];
    mcTruthContainer = mMCTruthContainerNext[isnext - 1];
  }
 
  fillDigitsInStrip(strips, mcTruthContainer, channel, tdc, tot, nbc, istrip, trackID, mEventID, mSrcID, geanttime, t0);
 
  if (isIfOverlap > -1 && isIfOverlap < MAXWINDOWS) { // fill also a second readout window because of the overlap
    if (!isIfOverlap) {
      strips = mStripsCurrent;
      mcTruthContainer = mMCTruthContainerCurrent;
    } else {
      strips = mStripsNext[isIfOverlap - 1];
      mcTruthContainer = mMCTruthContainerNext[isIfOverlap - 1];
    }
 
    fillDigitsInStrip(strips, mcTruthContainer, channel, tdc, tot, nbc, istrip, trackID, mEventID, mSrcID, geanttime, t0);
  }
}
//______________________________________________________________________
void Digitizer::fillDigitsInStrip(std::vector<Strip>* strips, o2::dataformats::MCTruthContainer<o2::tof::MCLabel>* mcTruthContainer, int channel, int tdc, int tot, uint64_t nbc, UInt_t istrip, Int_t trackID, Int_t eventID, Int_t sourceID, float geanttime, double t0)
{
  int lblCurrent;
  if (mcTruthContainer) {
    lblCurrent = mcTruthContainer->getIndexedSize(); // this is the size of mHeaderArray;
  }
 
  Int_t lbl = (*strips)[istrip].addDigit(channel, tdc, tot, nbc, lblCurrent, 0, 0, geanttime, t0);
 
  if (mcTruthContainer) {
    if (lbl == lblCurrent) { // it means that the digit was a new one --> we have to add the info in the MC container
      o2::tof::MCLabel label(trackID, eventID, sourceID, tdc);
      mcTruthContainer->addElement(lbl, label);
    } else {
      o2::tof::MCLabel label(trackID, eventID, sourceID, tdc);
      mcTruthContainer->addElementRandomAccess(lbl, label);
 
      // sort the labels according to increasing tdc value
      auto labels = mcTruthContainer->getLabels(lbl);
      std::sort(labels.begin(), labels.end(),
                [](o2::tof::MCLabel a, o2::tof::MCLabel b) { return a.getTDC() < b.getTDC(); });
    }
  }
}
//______________________________________________________________________
Double_t Digitizer::getShowerTimeSmeared(Double_t time, Float_t charge)
{
  // add the smearing common to all the digits belongin to the same shower
  return time + gRandom->Gaus(0, mShowerResolution);
}
 
//______________________________________________________________________
Double_t Digitizer::getDigitTimeSmeared(Double_t time, Float_t x, Float_t z, Float_t charge)
{
  // add the smearing component which is indepedent for any digit even if belonging to the same shower (in case of
  // multiple hits)
  return time + gRandom->Gaus(0, mDigitResolution); // sqrt(33**2 + 50**2) ps = 60 ps
}
 
//______________________________________________________________________
Float_t Digitizer::getCharge(Float_t eDep)
{
  // transform deposited energy in collected charge
  Float_t adcMean = 50;
  Float_t adcRms = 25;
 
  return gRandom->Landau(adcMean, adcRms);
}
 
//______________________________________________________________________
Bool_t Digitizer::isFired(Float_t x, Float_t z, Float_t charge)
{
  if (std::abs(x) > Geo::XPAD * 0.5 + 0.3) {
    return kFALSE;
  }
  if (std::abs(z) > Geo::ZPAD * 0.5 + 0.3) {
    return kFALSE;
  }
 
  Float_t effX = getEffX(x);
  Float_t effZ = getEffZ(z);
 
  Float_t efficiency = TMath::Min(effX, effZ);
 
  if (gRandom->Rndm() > efficiency) {
    return kFALSE;
  }
 
  return kTRUE;
}
 
//______________________________________________________________________
Float_t Digitizer::getEffX(Float_t x)
{
  Float_t xborder = Geo::XPAD * 0.5 - std::abs(x);
 
  if (xborder > 0) {
    if (xborder > mBound1) {
      return mEffCenter;
    } else if (xborder > mBound2) {
      return mEffBoundary1 + (mEffCenter - mEffBoundary1) * (xborder - mBound2) / (mBound1 - mBound2);
    } else {
      return mEffBoundary2 + (mEffBoundary1 - mEffBoundary2) * xborder / mBound2;
    }
  } else {
    xborder *= -1;
    if (xborder > mBound4) {
      return 0;
    } else if (xborder > mBound3) {
      return mEffBoundary3 - mEffBoundary3 * (xborder - mBound3) / (mBound4 - mBound3);
    } else {
      return mEffBoundary2 + (mEffBoundary3 - mEffBoundary2) * xborder / mBound3;
    }
  }
 
  return 0;
}
 
//______________________________________________________________________
Float_t Digitizer::getEffZ(Float_t z)
{
  Float_t zborder = Geo::ZPAD * 0.5 - std::abs(z);
 
  if (zborder > 0) {
    if (zborder > mBound1) {
      return mEffCenter;
    } else if (zborder > mBound2) {
      return mEffBoundary1 + (mEffCenter - mEffBoundary1) * (zborder - mBound2) / (mBound1 - mBound2);
    } else {
      return mEffBoundary2 + (mEffBoundary1 - mEffBoundary2) * zborder / mBound2;
    }
  } else {
    zborder *= -1;
    if (zborder > mBound4) {
      return 0;
    } else if (zborder > mBound3) {
      return mEffBoundary3 - mEffBoundary3 * (zborder - mBound3) / (mBound4 - mBound3);
    } else {
      return mEffBoundary2 + (mEffBoundary3 - mEffBoundary2) * zborder / mBound3;
    }
  }
 
  return 0;
}
 
//______________________________________________________________________
Float_t Digitizer::getFractionOfCharge(Float_t x, Float_t z) { return 1; }
//______________________________________________________________________
void Digitizer::setShowerSmearing()
{
  mShowerResolution = 50; // smearing correlated for all digits of the same hit
  if (mTOFresolution > mShowerResolution) {
    mDigitResolution = TMath::Sqrt(mTOFresolution * mTOFresolution - mShowerResolution * mShowerResolution); // independent smearing for each digit
  } else {
    mShowerResolution = mTOFresolution;
    mDigitResolution = 0;
  }
}
//______________________________________________________________________
void Digitizer::initParameters()
{
  // boundary references for interpolation of efficiency and resolution
  mBound1 = 0.4;  // distance from border when efficiency starts to decrese
  mBound2 = 0.15; // second step in the fired pad
  mBound3 = 0.55; // distance from border (not fired pad)
  mBound4 = 0.9;  // distance from border (not fired pad) when efficiency vanishes
 
  // resolution parameters
  mTOFresolution = TOFSimParams::Instance().time_resolution; // TOF global resolution in ps
  setShowerSmearing();
 
  mTimeSlope = 100;     // ps/cm extra smearing if hit out of pad propto the distance from the border
  mTimeDelay = 70;      // time delay if hit out of pad
  mTimeWalkeSlope = 40; // ps/cm
 
  if (mMode == 0) {
    mTimeSlope = 0;
    mTimeDelay = 0;
    mTimeWalkeSlope = 0;
  }
 
  mTimeDelayCorr = mTimeDelay / 3.5;
  if (mShowerResolution > mTimeDelayCorr) {
    mShowerResolution = TMath::Sqrt(mShowerResolution * mShowerResolution - mTimeDelayCorr * mTimeDelayCorr);
  } else {
    mShowerResolution = 0;
  }
 
  if (mShowerResolution > mTimeWalkeSlope * 0.8) {
    mShowerResolution = TMath::Sqrt(mShowerResolution * mShowerResolution - mTimeWalkeSlope * mTimeWalkeSlope * 0.64);
  } else {
    mShowerResolution = 0;
  }
 
  // efficiency parameters
  mEffCenter = TOFSimParams::Instance().eff_center;       // efficiency in the center of the fired pad
  mEffBoundary1 = TOFSimParams::Instance().eff_boundary1; // efficiency in mBound2
  mEffBoundary2 = TOFSimParams::Instance().eff_boundary2; // efficiency in the pad border
  mEffBoundary3 = TOFSimParams::Instance().eff_boundary3; // efficiency in mBound3
}
 
//______________________________________________________________________
void Digitizer::printParameters()
{
  printf("Efficiency in the pad center = %f\n", mEffCenter);
  printf("Efficiency in the pad border = %f\n", mEffBoundary2);
  printf("Time resolution = %f ps (shower=%f, digit=%f)\n", mTOFresolution, mShowerResolution, mDigitResolution);
  if (mTimeSlope > 0) {
    printf("Degration resolution for pad with signal induced = %f ps/cm x border distance\n", mTimeSlope);
  }
  if (mTimeDelay > 0) {
    printf("Time delay for pad with signal induced = %f ps\n", mTimeDelay);
  }
  if (mTimeWalkeSlope > 0) {
    printf("Time walk ON = %f ps/cm\n", mTimeWalkeSlope);
  }
}
//______________________________________________________________________
void Digitizer::runFullTestExample(const char* geo)
{
  initParameters();
  o2::tof::CalibTOFapi* api = new o2::tof::CalibTOFapi();
  api->setTimeStamp(0);
  api->readLHCphase();
  api->readTimeSlewingParam();
  setCalibApi(api);
  test(geo);
}
//______________________________________________________________________
void Digitizer::test(const char* geo)
{
  Int_t nhit = 1000000;
 
  o2::base::GeometryManager::loadGeometry(geo);
 
  o2::tof::HitType* hit = new o2::tof::HitType();
 
  printParameters();
 
  TH1F* h = new TH1F("hTime", "Time as from digitizer;time (ps);N", 100, -500, 500);
  TH1F* h2 = new TH1F("hTot", "Tot as from digitizer;time (ns);N", 100, 0, 30);
  TH1F* h3 = new TH1F("hNdig", "N_{digitis} distribution from one hit;N_{digits};N", 7, -0.5, 6.5);
  TH1F* h4 = new TH1F("hTimeCorr", "Time correlation for double digits;#Deltat (ps)", 200, -1000, 1000);
  TH1F* h5 = new TH1F("hTimeAv", "Time average for double digits;#Deltat (ps)", 200, -1000, 1000);
 
  TH1F* hpad[3][3];
  for (Int_t i = 0; i < 3; i++) {
    for (Int_t j = 0; j < 3; j++) {
      hpad[i][j] =
        new TH1F(Form("hpad%i_%i", i, j), Form("Time as from digitizer, pad(%i,%i);time (ps);N", i, j), 100, -500, 500);
    }
  }
 
  TProfile2D* hTimeWalk = new TProfile2D("hTimeWalk", "Time Walk;x (cm);z (cm)", 40, -1.25, 1.25, 40, -1.75, 1.75);
 
  TH2F* hpadAll;
  hpadAll = new TH2F("hpadAll", "all hits;x (cm);z (cm)", 40, -1.25, 1.25, 40, -1.75, 1.75);
  TH2F* hpadHit[3][3];
  TH2F* hpadEff[3][3];
  for (Int_t i = 0; i < 3; i++) {
    for (Int_t j = 0; j < 3; j++) {
      hpadHit[i][j] = new TH2F(Form("hpadHit%i_%i", i, j), Form("pad(%i,%i) hits;x (cm);z (cm)", i - 1, 1 - j), 40,
                               -1.25, 1.25, 40, -1.75, 1.75);
      hpadEff[i][j] = new TH2F(Form("hpadEff%i_%i", i, j), Form("pad(%i,%i) hits;x (cm);z (cm)", i - 1, 1 - j), 40,
                               -1.25, 1.25, 40, -1.75, 1.75);
    }
  }
 
  Int_t det1[5] = {0, 0, 0, 1, 23};
  Int_t det2[5] = {0, 0, 0, 0, 24};
  Int_t det3[5] = {0, 0, 0, 1, 24};
  Int_t det4[5] = {0, 0, 0, 0, 47};
  Float_t pos[3], pos2[3], pos3[3], pos4[3];
 
  o2::tof::Geo::getPos(det1, pos);
  o2::tof::Geo::getPos(det2, pos2);
  o2::tof::Geo::getPos(det3, pos3);
  o2::tof::Geo::getPos(det4, pos4);
 
  // Get strip center
  pos[0] += pos2[0];
  pos[1] += pos2[1];
  pos[2] += pos2[2];
  pos[0] *= 0.5;
  pos[1] *= 0.5;
  pos[2] *= 0.5;
 
  Float_t mod;
  Float_t vx[3];
  Float_t vz[3];
 
  // Get z versor
  pos3[0] -= pos2[0];
  pos3[1] -= pos2[1];
  pos3[2] -= pos2[2];
  mod = TMath::Sqrt(pos3[0] * pos3[0] + pos3[1] * pos3[1] + pos3[2] * pos3[2]);
  vz[0] = pos3[0] / mod;
  vz[1] = pos3[1] / mod;
  vz[2] = pos3[2] / mod;
 
  // Get x versor
  pos4[0] -= pos2[0];
  pos4[1] -= pos2[1];
  pos4[2] -= pos2[2];
  mod = TMath::Sqrt(pos4[0] * pos4[0] + pos4[1] * pos4[1] + pos4[2] * pos4[2]);
  vx[0] = pos4[0] / mod;
  vx[1] = pos4[1] / mod;
  vx[2] = pos4[2] / mod;
 
  Float_t x[3], dx, dz, xlocal, zlocal;
 
  for (Int_t i = 0; i < nhit; i++) {
    dx = gRandom->Rndm() * 2.5 * 48;
    dz = gRandom->Rndm() * 3.5 * 2;
 
    xlocal = dx - Int_t(dx / 2.5) * 2.5 - 1.25;
    zlocal = dz - Int_t(dz / 3.5) * 3.5 - 1.75;
 
    dx -= 2.5 * 24;
    dz -= 3.5;
 
    x[0] = pos[0] + vx[0] * dx + vz[0] * dz;
    x[1] = pos[1] + vx[1] * dx + vz[1] * dz;
    x[2] = pos[2] + vx[2] * dx + vz[2] * dz;
 
    Int_t detCur[5];
    o2::tof::Geo::getDetID(x, detCur);
 
    hit->SetTime(0); // t->GetLeaf("o2root.TOF.TOFHit.mTime")->GetValue(j));
    hit->SetXYZ(x[0], x[1], x[2]);
 
    hit->SetEnergyLoss(0.0001);
 
    processHit(*hit, mEventTime.getTimeOffsetWrtBC());
    Int_t ndigits = mNLastHit;
 
    h3->Fill(ndigits);
    hpadAll->Fill(xlocal, zlocal);
    for (Int_t k = 0; k < ndigits; k++) {
      if (k == 0) {
        h->Fill(getTimeLastHit(k));
      }
      if (k == 0) {
        h2->Fill(getTotLastHit(k));
      }
      if (k == 0 && getXshift(k) == 0 && getZshift(k) == 0) {
        hTimeWalk->Fill(xlocal, zlocal * (0.5 - detCur[3]) * 2, getTimeLastHit(k));
      }
 
      hpad[getXshift(k) + 1][-getZshift(k) + 1]->Fill(getTimeLastHit(k));
      hpadHit[getXshift(k) + 1][-getZshift(k) + 1]->Fill(xlocal, zlocal);
    }
 
    // check double digits case (time correlations)
    if (ndigits == 2) {
      h4->Fill(getTimeLastHit(0) - getTimeLastHit(1));
      h5->Fill((getTimeLastHit(0) + getTimeLastHit(1)) * 0.5);
    }
  }
 
  h->Draw();
  new TCanvas();
  h2->Draw();
  new TCanvas();
  h3->Draw();
  new TCanvas();
  h4->Draw();
  new TCanvas();
  h5->Draw();
  new TCanvas();
  hTimeWalk->Draw("SURF");
 
  TCanvas* cpad = new TCanvas();
  cpad->Divide(3, 3);
  for (Int_t i = 0; i < 3; i++) {
    for (Int_t j = 0; j < 3; j++) {
      cpad->cd(j * 3 + i + 1);
      hpad[i][j]->Draw();
    }
  }
  TCanvas* cpadH = new TCanvas();
  cpadH->Divide(3, 3);
  for (Int_t i = 0; i < 3; i++) {
    for (Int_t j = 0; j < 3; j++) {
      cpadH->cd(j * 3 + i + 1);
      hpadHit[i][j]->Draw("colz");
      if (j != 1) {
        hpadHit[i][j]->Scale(2);
      }
      hpadEff[i][j]->Divide(hpadHit[i][j], hpadAll, 1, 1, "B");
      hpadEff[i][j]->Draw("surf");
      hpadEff[i][j]->SetMaximum(1);
      hpadEff[i][j]->SetMinimum(0);
      hpadEff[i][j]->SetStats(0);
    }
  }
 
  printf("\nEfficiency = %f\n", (h3->GetEntries() - h3->GetBinContent(1)) / h3->GetEntries());
  printf("Multiple digits fraction = %f\n\n",
         (h3->GetEntries() - h3->GetBinContent(1) - h3->GetBinContent(2)) / (h3->GetEntries() - h3->GetBinContent(1)));
}
 
//______________________________________________________________________
void Digitizer::testFromHits(const char* geo, const char* hits)
{
  o2::base::GeometryManager::loadGeometry(geo);
 
  TFile* fHit = new TFile(hits);
  fHit->ls();
 
  TTree* t = (TTree*)fHit->Get("o2sim");
  Int_t nev = t->GetEntriesFast();
 
  o2::tof::HitType* hit = new o2::tof::HitType();
 
  printParameters();
 
  TH1F* h = new TH1F("hTime", "Time as from digitizer;time (ps);N", 100, -500, 500);
  TH1F* h2 = new TH1F("hTot", "Tot as from digitizer;time (ns);N", 100, 0, 30);
  TH1F* h3 = new TH1F("hNdig", "N_{digitis} distribution from one hit;N_{digits};N", 7, -0.5, 6.5);
 
  for (Int_t i = 0; i < nev; i++) {
    t->GetEvent(i);
    Int_t nhit = t->GetLeaf("o2root.TOF.TOFHit_")->GetLen();
 
    for (Int_t j = 0; j < nhit; j++) {
      hit->SetTime(0); // t->GetLeaf("o2root.TOF.TOFHit.mTime")->GetValue(j));
      hit->SetXYZ(t->GetLeaf("o2root.TOF.TOFHit.mPos.fCoordinates.fX")->GetValue(j),
                  t->GetLeaf("o2root.TOF.TOFHit.mPos.fCoordinates.fY")->GetValue(j),
                  t->GetLeaf("o2root.TOF.TOFHit.mPos.fCoordinates.fZ")->GetValue(j));
 
      hit->SetEnergyLoss(t->GetLeaf("o2root.TOF.TOFHit.mELoss")->GetValue(j));
 
      Int_t ndigits = processHit(*hit, mEventTime.getTimeOffsetWrtBC());
 
      h3->Fill(ndigits);
      for (Int_t k = 0; k < ndigits; k++) {
        h->Fill(getTimeLastHit(k));
        h2->Fill(getTotLastHit(k));
      }
    }
  }
 
  h->Draw();
  new TCanvas();
  h2->Draw();
  new TCanvas();
  h3->Draw();
}
//______________________________________________________________________
void Digitizer::fillOutputContainer(std::vector<Digit>& digits)
{
  if (mContinuous) {
    digits.clear();
    mMCTruthOutputContainer->clear();
  } else { // for continuos filled below
    //  printf("TOF fill output container\n");
    // filling the digit container doing a loop on all strips
    for (auto& strip : *mStripsCurrent) {
      strip.fillOutputContainer(digits);
      if (strip.getNumberOfDigits()) {
        LOG(debug) << "strip size = " << strip.getNumberOfDigits() << " - digit size = " << digits.size() << "\n";
      }
    }
  }
 
  if (mContinuous) {
    int first = mDigitsPerTimeFrame.size();
    //printf("%i) # TOF digits = %lu (%p)\n", mIcurrentReadoutWindow, digits.size(), mStripsCurrent);
    ReadoutWindowData info(first, first);
    int orbit_shift = mReadoutWindowData.size() / 3;
    int bc_shift = (mReadoutWindowData.size() % 3) * Geo::BC_IN_WINDOW;
    info.setBCData(mFirstIR.orbit + orbit_shift, mFirstIR.bc + bc_shift);
    mDigitsPerTimeFrame.insert(mDigitsPerTimeFrame.end(), digits.begin(), digits.end());
 
    // fill diagnostics
    mCalibApi->resetTRMErrors();
    mCalibApi->resetDRMErrors();
    float p = gRandom->Rndm();
    if (mCalibApi->getEmptyTOFProb() > p) { // check empty TOF
      for (int i = 0; i < Geo::kNCrate; i++) {
        info.setEmptyCrate(i);
      }
    } else { // check empty crates when TOF is not empty
      int itrmreached = -1;
      bool isEmptyCrate[Geo::kNCrate];
      const float* crateProb = mCalibApi->getEmptyCratesProb();
      for (int i = 0; i < Geo::kNCrate; i++) {
        p = gRandom->Rndm();
        if (crateProb[i] > p) {
          info.setEmptyCrate(i);
          isEmptyCrate[i] = true;
        } else { // check if filling diagnostic (noisy will be masked in clusterization, then skip here)
          // Fill DRM RDH errors
          for (int ie = 0; ie < mCalibApi->N_DRM_ERRORS; ie++) {
            p = gRandom->Rndm();
            if (mCalibApi->getDRMprobError(i, ie) > p) {
              mCalibApi->processErrorDRM(i, ie);
            }
          }
 
          isEmptyCrate[i] = false;
          int slotreached = -1;
          const std::vector<std::pair<int, float>>& trmProg = mCalibApi->getTRMerrorProb();
          const std::vector<int>& trmErr = mCalibApi->getTRMmask();
          for (int itrm = itrmreached + 1; itrm < trmProg.size(); itrm++) { // trm ordered by crate and slot
            int crate = trmProg[itrm].first / 100;
            if (crate == i) {
              int slot = trmProg[itrm].first % 100;
              if (slot != slotreached) { // first diagnostic of this TRM, get the random value to be compared with probability
                p = gRandom->Rndm();
                slotreached = slot;
              }
              // add diagnostic if needed
              if (trmProg[itrm].second > p) {
                // fill diagnostic
                mCalibApi->processError(crate, slot, trmErr[itrm]);
                mPatterns.push_back(slot + 28); // add slot
                info.addedDiagnostic(crate);
                uint32_t cbit = 1;
                for (int ibit = 0; ibit < 28; ibit++) {
                  if (trmErr[itrm] & cbit) {
                    mPatterns.push_back(ibit); // add bit error
                    info.addedDiagnostic(crate);
                  }
                  cbit <<= 1;
                }
 
                p = 10; // no other errors allowed for this slot
              } else {
                p -= trmProg[itrm].second; // reduce the error probability for this slot for the next error in the same slot (sum of prob for all errors <= 1)
              }
 
              itrmreached = itrm;
            } else {
              break; // move to next crate
            }
          }
        }
      }
 
      // fill strip of non-empty crates
      for (auto& strip : *mStripsCurrent) {
        std::map<ULong64_t, o2::tof::Digit>& dmap = strip.getDigitMap();
 
        std::vector<ULong64_t> keyToBeRemoved;
 
        for (auto [key, dig] : dmap) {
          int crate = Geo::getCrateFromECH(Geo::getECHFromCH(dig.getChannel()));
 
          if (isEmptyCrate[crate] || mCalibApi->isChannelError(dig.getChannel()) || mCalibApi->isChannelDRMError(dig.getChannel())) {
            // flag digits to be removed
            keyToBeRemoved.push_back(key);
          }
        }
        for (auto& key : keyToBeRemoved) {
          dmap.erase(key);
        }
 
        strip.fillOutputContainer(digits);
      }
    }
    info.setNEntries(digits.size());
 
    if (digits.size()) {
      mDigitsPerTimeFrame.insert(mDigitsPerTimeFrame.end(), digits.begin(), digits.end());
    }
 
    mReadoutWindowData.push_back(info);
  }
 
  // if(! digits.size()) return;
 
  // copying the transient labels to the output labels (stripping the tdc information)
  if (mMCTruthOutputContainer) {
    // copy from transientTruthContainer to mMCTruthAray
    // a brute force solution for the moment; should be handled by a dedicated API
    for (int index = 0; index < mMCTruthContainerCurrent->getIndexedSize(); ++index) {
      mMCTruthOutputContainer->addElements(index, mMCTruthContainerCurrent->getLabels(index));
    }
  }
 
  if (mContinuous) {
    mMCTruthOutputContainerPerTimeFrame.push_back(*mMCTruthOutputContainer);
  }
  mMCTruthContainerCurrent->clear();
 
  // switch to next mStrip after flushing current readout window data
  mIcurrentReadoutWindow++;
  if (mIcurrentReadoutWindow >= MAXWINDOWS) {
    mIcurrentReadoutWindow = 0;
  }
  mStripsCurrent = &(mStrips[mIcurrentReadoutWindow]);
  mMCTruthContainerCurrent = &(mMCTruthContainer[mIcurrentReadoutWindow]);
  int k = mIcurrentReadoutWindow + 1;
  for (Int_t i = 0; i < MAXWINDOWS - 1; i++) {
    if (k >= MAXWINDOWS) {
      k = 0;
    }
    mMCTruthContainerNext[i] = &(mMCTruthContainer[k]);
    mStripsNext[i] = &(mStrips[k]);
    k++;
  }
  mReadoutWindowCurrent++;
}
//______________________________________________________________________
void Digitizer::flushOutputContainer(std::vector<Digit>& digits)
{ // flush all residual buffered data
  // TO be implemented
  if (!mContinuous) {
    fillOutputContainer(digits);
  } else {
    for (Int_t i = 0; i < MAXWINDOWS; i++) {
      fillOutputContainer(digits); // fill all windows which are before (not yet stored) of the new current one
      checkIfReuseFutureDigits();
    }
 
    while (mFutureDigits.size()) {
      fillOutputContainer(digits); // fill all windows which are before (not yet stored) of the new current one
      checkIfReuseFutureDigits();
    }
 
    for (Int_t i = 0; i < MAXWINDOWS; i++) {
      fillOutputContainer(digits); // fill last readout windows
    }
  }
 
  // clear vector of label in future
  mFutureItrackID.clear();
  mFutureIsource.clear();
  mFutureIevent.clear();
}
//______________________________________________________________________
void Digitizer::checkIfReuseFutureDigits()
{
  uint64_t bclimit = 999999999999999999;
 
  // check if digits stored very far in future match the new readout windows currently available
  int idigit = mFutureDigits.size() - 1;
 
  for (std::vector<Digit>::reverse_iterator digit = mFutureDigits.rbegin(); digit != mFutureDigits.rend(); ++digit) {
    if (digit->getBC() > bclimit) {
      break;
    }
 
    double timestamp = digit->getBC() * Geo::BC_TIME + digit->getTDC() * Geo::TDCBIN * 1E-3; // in ns
    int isnext = Int_t(timestamp * Geo::READOUTWINDOW_INV) - (mReadoutWindowCurrent + 1); // to be replaced with uncalibrated time
    int isIfOverlap = Int_t((timestamp - Geo::BC_TIME_INPS * Geo::OVERLAP_IN_BC * 1E-3) * Geo::READOUTWINDOW_INV) - (mReadoutWindowCurrent + 1); // to be replaced with uncalibrated time;
 
    if (isnext == isIfOverlap) {
      isIfOverlap = -1;
    } else if (isnext < 0 && isIfOverlap >= 0) {
      isnext = isIfOverlap;
      isIfOverlap = -1;
    } else if (isnext >= MAXWINDOWS && isIfOverlap < MAXWINDOWS) {
      isnext = isIfOverlap;
      isIfOverlap = MAXWINDOWS;
    }
 
    if (isnext < 0) { // we jump too ahead in future, digit will be not stored
      LOG(info) << "Digit lost because we jump too ahead in future. Current RO window=" << isnext << "\n";
 
      // remove digit from array in the future
      int labelremoved = digit->getLabel();
      mFutureDigits.erase(mFutureDigits.begin() + idigit);
 
      /* NOT TO REMOVE LABELS TO SAVE CPU TIME (clear of vector when flushing)
      // remove also the element from the buffers
      mFutureItrackID.erase(mFutureItrackID.begin() + digit->getLabel());
      mFutureIsource.erase(mFutureIsource.begin() + digit->getLabel());
      mFutureIevent.erase(mFutureIevent.begin() + digit->getLabel());
 
      // adjust labels
      for (auto& digit2 : mFutureDigits) {
 if (digit2.getLabel() > labelremoved) {
   digit2.setLabel(digit2.getLabel() - 1);
 }
      }
      */
 
      idigit--;
 
      continue;
    }
 
    if (isnext < MAXWINDOWS - 1) { // move from digit buffer array to the proper window
      std::vector<Strip>* strips = mStripsCurrent;
      o2::dataformats::MCTruthContainer<o2::tof::MCLabel>* mcTruthContainer = mMCTruthContainerCurrent;
 
      if (isnext) {
        strips = mStripsNext[isnext - 1];
        mcTruthContainer = mMCTruthContainerNext[isnext - 1];
      }
 
      int trackID = mFutureItrackID[digit->getLabel()];
      int sourceID = mFutureIsource[digit->getLabel()];
      int eventID = mFutureIevent[digit->getLabel()];
      fillDigitsInStrip(strips, mcTruthContainer, digit->getChannel(), digit->getTDC(), digit->getTOT(), digit->getBC(), digit->getChannel() / Geo::NPADS, trackID, eventID, sourceID, digit->getTgeant());
 
      if (isIfOverlap < 0) { // if there is no overlap candidate
        // remove digit from array in the future
        int labelremoved = digit->getLabel();
        mFutureDigits.erase(mFutureDigits.begin() + idigit);
 
        /* NOT TO REMOVE LABELS TO SAVE CPU TIME (clear of vector when flushing)
 // remove also the element from the buffers
 mFutureItrackID.erase(mFutureItrackID.begin() + digit->getLabel());
 mFutureIsource.erase(mFutureIsource.begin() + digit->getLabel());
 mFutureIevent.erase(mFutureIevent.begin() + digit->getLabel());
 
 // adjust labels
 for (auto& digit2 : mFutureDigits) {
   if (digit2.getLabel() > labelremoved) {
     digit2.setLabel(digit2.getLabel() - 1);
   }
 }
 */
      }
    } else {
      bclimit = digit->getBC();
    }
 
    idigit--; // go back to the next position in the reverse iterator
  }           // close future digit loop
}