FPGATrackSimDataPrepAlg.cxx

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// Copyright (C) 2002-2025 CERN for the benefit of the ATLAS collaboration
 
#include "FPGATrackSimDataPrepAlg.h"
 
#include "FPGATrackSimObjects/FPGATrackSimCluster.h"
#include "FPGATrackSimObjects/FPGATrackSimHit.h"
#include "FPGATrackSimObjects/FPGATrackSimRoad.h"
#include "FPGATrackSimObjects/FPGATrackSimTrack.h"
#include "FPGATrackSimObjects/FPGATrackSimLogicalEventOutputHeader.h"
#include "FPGATrackSimObjects/FPGATrackSimLogicalEventInputHeader.h"
#include "FPGATrackSimObjects/FPGATrackSimTrackPars.h"
 
#include "FPGATrackSimAlgorithms/FPGATrackSimNNTrackTool.h"
#include "FPGATrackSimAlgorithms/FPGATrackSimOverlapRemovalTool.h"
#include "FPGATrackSimAlgorithms/FPGATrackSimTrackFitterTool.h"
 
#include "FPGATrackSimConfTools/FPGATrackSimRegionSlices.h"
 
#include "FPGATrackSimInput/FPGATrackSimRawToLogicalHitsTool.h"
#include "FPGATrackSimInput/FPGATrackSimReadRawRandomHitsTool.h"
 
#include "FPGATrackSimMaps/FPGATrackSimRegionMap.h"
 
#include "GaudiKernel/IEventProcessor.h"
 
constexpr bool enableBenchmark = 
#ifdef BENCHMARK_FPGATRACKSIM
    true;
#else
    false;
#endif

// Initialize
 
FPGATrackSimDataPrepAlg::FPGATrackSimDataPrepAlg (const std::string& name, ISvcLocator* pSvcLocator) :
    AthReentrantAlgorithm(name, pSvcLocator)
{
}
 
 
StatusCode FPGATrackSimDataPrepAlg::initialize()
{
    std::stringstream ss(m_description);
    std::string line;
    ATH_MSG_INFO("Tag config:");
    if (!m_description.empty()) {
        while (std::getline(ss, line, '\n')) {
            ATH_MSG_INFO('\t' << line);
        }
    }
 
    // Dump the configuration to make sure it propagated through right
    const std::vector<Gaudi::Details::PropertyBase*> props = this->getProperties();
    for( Gaudi::Details::PropertyBase* prop : props ) {
        if (prop->ownerTypeName()==this->type()) {      
        ATH_MSG_DEBUG("Property:\t" << prop->name() << "\t : \t" << prop->toString());
        }
    }
 
 
    ATH_CHECK(m_hitSGInputTool.retrieve(EnableTool{!m_hitSGInputTool.empty()}));
 
    ATH_CHECK(m_hitInputTool.retrieve(EnableTool{!m_hitInputTool.empty()}));
    ATH_CHECK(m_hitInputTool2.retrieve(EnableTool{m_secondInputToolN > 0 && !m_hitInputTool2.empty()}));
    ATH_CHECK(m_hitMapTools.retrieve());
    ATH_CHECK(m_hitFilteringTool.retrieve(EnableTool{m_doHitFiltering}));
    ATH_CHECK(m_clusteringTool.retrieve(EnableTool{m_clustering > 0}));
    
    ATH_CHECK(m_writeOutputTool.retrieve());
    ATH_CHECK(m_eventSelectionTools.retrieve());
 
 
    ATH_MSG_DEBUG("initialize() Instantiating root objects");
    m_logicEventHeader_precluster = m_writeOutputTool->addInputBranch(m_preClusterBranch.value(), m_writePreClusterBranch);
    m_logicEventHeader = m_writeOutputTool->addInputBranch(m_postClusterBranch.value(), true);
    
    ATH_MSG_DEBUG("initialize() Setting branch");
 
    if (!m_monTool.empty())
        ATH_CHECK(m_monTool.retrieve());
 
    ATH_CHECK( m_FPGAClusterKey.initialize() );
    ATH_CHECK( m_FPGAHitKey.initialize() );
    ATH_CHECK( m_FPGAHitUnmappedKey.initialize() );
    ATH_CHECK( m_inputTruthParticleContainerKey.initialize(m_useInternalTruthTracks) );
    ATH_CHECK( m_truthLinkContainerKey.initialize() );
    ATH_CHECK( m_FPGATruthTrackKey.initialize() );
    ATH_CHECK( m_FPGAOfflineTrackKey.initialize() );
    ATH_CHECK( m_FPGAEventInfoKey.initialize() );
 
    ATH_CHECK( m_chrono.retrieve() );
    ATH_MSG_DEBUG("initialize() Finished");
 
    
    return StatusCode::SUCCESS;
}
 

//                          MAIN EXECUTE ROUTINE                             //
 
StatusCode FPGATrackSimDataPrepAlg::execute(const EventContext& ctx) const
{
    // Local event headers (thread-safe)
    FPGATrackSimEventInputHeader eventHeader;
    FPGATrackSimEventInputHeader firstInputHeader;
    
    FPGATrackSimLogicalEventInputHeader logicEventHeader_precluster;
    FPGATrackSimLogicalEventInputHeader logicEventHeader;
    
    // Local storage for clusters and unmapped hits
    FPGATrackSimClusterCollection clusters;
    std::vector<std::unique_ptr<FPGATrackSimHit>> hits_miss;
 
    // Read inputs
    bool done = false;
    ATH_CHECK(readInputs(ctx, eventHeader, firstInputHeader, done));
 
    if (done) {
      SmartIF<IEventProcessor> appMgr{service("ApplicationMgr")};
      if (!appMgr) {
          ATH_MSG_ERROR("Failed to retrieve ApplicationMgr as IEventProcessor");
          return StatusCode::FAILURE;
      }
      return appMgr->stopRun();
    }
 
    SG::WriteHandle<FPGATrackSimHitCollection> FPGAHits (m_FPGAHitKey, ctx);
    ATH_CHECK( FPGAHits.record (std::make_unique<FPGATrackSimHitCollection>()));
 
    SG::WriteHandle<FPGATrackSimHitCollection> FPGAHitUnmapped (m_FPGAHitUnmappedKey, ctx);
    ATH_CHECK( FPGAHitUnmapped.record (std::make_unique<FPGATrackSimHitCollection>()));
 
    SG::WriteHandle<FPGATrackSimClusterCollection> FPGAClusters (m_FPGAClusterKey.at(0), ctx);
    ATH_CHECK( FPGAClusters.record (std::make_unique<FPGATrackSimClusterCollection>()));
 
    SG::WriteHandle<xAODTruthParticleLinkVector> truthLinkVec(m_truthLinkContainerKey, ctx);
    ATH_CHECK(truthLinkVec.record(std::make_unique<xAODTruthParticleLinkVector>()));
 
    SG::WriteHandle<FPGATrackSimTruthTrackCollection> FPGATruthTracks (m_FPGATruthTrackKey, ctx);
    ATH_CHECK(FPGATruthTracks.record(std::make_unique<FPGATrackSimTruthTrackCollection>()));
 
    SG::WriteHandle<FPGATrackSimOfflineTrackCollection> FPGAOfflineTracks (m_FPGAOfflineTrackKey, ctx);
    ATH_CHECK(FPGAOfflineTracks.record(std::make_unique<FPGATrackSimOfflineTrackCollection>()));
    // Apply event selection based on truth tracks
    if (m_doEvtSel) {
        bool acceptEvent = false;
        if constexpr (enableBenchmark) m_chrono->chronoStart("DataPrep: EventSelection");
        for (auto eventSelector : m_eventSelectionTools)
        {
            if (eventSelector->selectEvent(eventHeader)) {
                ATH_MSG_DEBUG("Event accepted by: " << eventSelector->name());
                acceptEvent = true;
                if ((m_writeRegion>=0)&&(m_writeRegion==eventSelector->getRegionID())) {
                    m_writeOutputTool->activateEventOutput();
                }
            }
        }
        if constexpr (enableBenchmark) m_chrono->chronoStop("DataPrep: EventSelection");
        if (m_useInternalTruthTracks && acceptEvent) {
            if constexpr (enableBenchmark) m_chrono->chronoStart("DataPrep: TruthMatching");
            SG::ReadHandle<xAOD::TruthParticleContainer> truthParticleContainer(m_inputTruthParticleContainerKey, ctx); // Read offline TruthParticles
            if (!truthParticleContainer.isValid()) {
                ATH_MSG_ERROR("No valid truth particle container with key " << truthParticleContainer.key());
                return StatusCode::FAILURE;
            }
            ATH_MSG_DEBUG("making mp of truth particles");
            std::unordered_map<HepMcParticleLink::barcode_type, std::pair<const xAOD::TruthParticle*, size_t>> truthParticlesMap;
            size_t truthParticleIndex = 0;
            for (const xAOD::TruthParticle* truthParticle : *truthParticleContainer) {
                truthParticlesMap.insert(std::make_pair(HepMC::uniqueID(truthParticle), std::make_pair(truthParticle,truthParticleIndex)));
                truthParticleIndex++;
            }
            const FPGATrackSimTruthTrackCollection& fpgaTruthTracks = eventHeader.optional().getTruthTracks();
            truthLinkVec->reserve(fpgaTruthTracks.size());
            ATH_MSG_DEBUG("begin truth matching for " << fpgaTruthTracks.size() << " FPGA truth tracks");
            for (const FPGATrackSimTruthTrack& fpgaTruthTrack : fpgaTruthTracks) {
                auto it = truthParticlesMap.find(fpgaTruthTrack.getUniqueID()); // TODO FIXME need to check FPGATrackSimTruthTrack uniqueIDs are properly filled
                if (it != truthParticlesMap.end()) {
                    ElementLink<xAOD::TruthParticleContainer> truthParticleLink(*truthParticleContainer, it->second.second);
                    // TODO: check if we can avoid using the previously-created map and look directly for the unique ID in the link vector container
                    truthLinkVec->push_back(new xAODTruthParticleLink(HepMcParticleLink(HepMC::uniqueID(it->second.first), 0,
                        HepMcParticleLink::IS_POSITION, HepMcParticleLink::IS_ID), truthParticleLink));
                    ATH_MSG_DEBUG("Truth link added");
                }
            }
            if (truthLinkVec->empty()) {
                ATH_MSG_DEBUG("No truth particles selected. Skipping event...");
                return StatusCode::SUCCESS;
            }
            std::stable_sort(truthLinkVec->begin(), truthLinkVec->end(), SortTruthParticleLink());
            if constexpr (enableBenchmark) m_chrono->chronoStop("DataPrep: TruthMatching");
        }
    }
    else {
        ATH_MSG_DEBUG("No Event Selection applied");
        for (auto eventSelector : m_eventSelectionTools) {
            eventSelector->setSelectedEvent(true);
        }
    }
    
    // Event passes cuts, count it
    m_evt++;
    
    // Map, cluster, and filter hits
    ATH_CHECK(processInputs(eventHeader, logicEventHeader, logicEventHeader_precluster, 
                           hits_miss, clusters, FPGAHitUnmapped, FPGAClusters));
 
    if constexpr (enableBenchmark) m_chrono->chronoStart("DataPrep: get truth/offline tracks");
    for (const auto& truthtrack : logicEventHeader.optional().getTruthTracks()) {
        FPGATruthTracks->push_back(truthtrack);
    }
 
    // Need to do the same for offline tracks.
    for (const auto& offlineTrack : logicEventHeader.optional().getOfflineTracks()) {
        FPGAOfflineTracks->push_back(offlineTrack);
    }
    
    if constexpr (enableBenchmark) m_chrono->chronoStop("DataPrep: get truth/offline tracks");
 
    // Get reference to hits
 
    // Recording Data
    for (auto eventSelector : m_eventSelectionTools)
    {
        // Get reference to hits
        const unsigned& regionID = eventSelector->getRegionID();
 
        auto mon_regionID = Monitored::Scalar<unsigned>("regionID", regionID);
        Monitored::Group(m_monTool, mon_regionID);
    }
 
    std::vector<FPGATrackSimHit> const& hits = logicEventHeader.towers().at(0).hits();
    if (m_recordHits) {
        if constexpr (enableBenchmark) m_chrono->chronoStart("DataPrep: record hits");
        // If and when we set up code to run over more than one region/tower at a time this will need to be updated
        FPGAHits->reserve(hits.size());
        for (const auto& hit : hits) {
            if (hit.isReal()) FPGAHits->push_back(new FPGATrackSimHit(hit));
        }
        if constexpr (enableBenchmark) m_chrono->chronoStop("DataPrep: record hits");
    }
 
    auto mon_nhits = Monitored::Scalar<unsigned>("nHits", hits.size());
    auto mon_nhits_unmapped = Monitored::Scalar<unsigned>("nHits_unmapped", hits_miss.size());
    Monitored::Group(m_monTool, mon_nhits, mon_nhits_unmapped);
 
    if (!m_isDataPrepPipeline) {
        // Put the FPGATrackSim event info on storegate so later algorithms can access it easily.
        SG::WriteHandle<FPGATrackSimEventInfo> FPGAEventInfo(m_FPGAEventInfoKey, ctx);
        ATH_CHECK(FPGAEventInfo.record(std::make_unique<FPGATrackSimEventInfo>(eventHeader.event())));
    }
 
    // Write the output and reset
    if (m_writeOutputData) {
        // Lock and transfer to ROOT-managed pointers
        std::lock_guard<std::mutex> lock(m_rootWriteMutex);
    
        *m_logicEventHeader = std::move(logicEventHeader);
        if (m_writePreClusterBranch) {
            *m_logicEventHeader_precluster = std::move(logicEventHeader_precluster);
        }
        
        ATH_CHECK(m_writeOutputTool->writeData());
    }
 
    return StatusCode::SUCCESS;
}
 

//                  INPUT PASSING, READING AND PROCESSING                    //
 
StatusCode FPGATrackSimDataPrepAlg::readInputs(
    const EventContext& ctx,
    FPGATrackSimEventInputHeader& eventHeader,
    FPGATrackSimEventInputHeader& firstInputHeader,
    bool& done) const
{
 
    if (!m_hitSGInputTool.empty()) {
        ATH_CHECK(m_hitSGInputTool->readData(&eventHeader, ctx));
        ATH_MSG_DEBUG("Loaded " << eventHeader.nHits() << " hits in event header from SG");
        return StatusCode::SUCCESS;
    }
 
    if (m_ev % m_firstInputToolN == 0)
    {
        // Read primary input
        ATH_CHECK(m_hitInputTool->readData(&firstInputHeader, done));
        if (done)
        {
            ATH_MSG_DEBUG("Cannot read more events from file, returning");
            return StatusCode::SUCCESS;
        }
    }
 
    eventHeader = firstInputHeader;
 
    // Read secondary input
    for (int i = 0; i < m_secondInputToolN; i++)
    {
        ATH_CHECK(m_hitInputTool2->readData(&eventHeader, done, false));
        if (done)
        {
            ATH_MSG_INFO("Cannot read more events from file, returning");
            return StatusCode::SUCCESS;
        }
    }
 
    m_ev++;
 
    return StatusCode::SUCCESS;
}
 
 
// Applies clustering, mapping, hit filtering, and space points
StatusCode FPGATrackSimDataPrepAlg::processInputs(
    const FPGATrackSimEventInputHeader& eventHeader,
    FPGATrackSimLogicalEventInputHeader& logicEventHeader,
    FPGATrackSimLogicalEventInputHeader& logicEventHeader_precluster,
    std::vector<std::unique_ptr<FPGATrackSimHit>>& hits_miss,
    FPGATrackSimClusterCollection& clusters,
    SG::WriteHandle<FPGATrackSimHitCollection> &FPGAHitUnmapped,
    SG::WriteHandle<FPGATrackSimClusterCollection> &FPGAClusters) const
{
    // Map hits
    ATH_MSG_DEBUG("Running hits conversion");
    logicEventHeader.reset();
    logicEventHeader_precluster.reset();
    
    if constexpr (enableBenchmark) m_chrono->chronoStart("DataPrep: RawToLogical");
    for (auto hitMapTool : m_hitMapTools){
        ATH_CHECK(hitMapTool->convert(1, eventHeader, logicEventHeader));
    }
    if constexpr (enableBenchmark) m_chrono->chronoStop("DataPrep: RawToLogical");
 
    
    for (auto& hit : hits_miss) FPGAHitUnmapped->push_back(std::move(hit));
    hits_miss.clear();
 
 
    ATH_MSG_DEBUG("Hits conversion done, #unmapped hists = " << FPGAHitUnmapped->size());
 
    // At this stage, copy the logicEventHeader.
    if(m_writeOutputData && m_writePreClusterBranch) {
        logicEventHeader_precluster = logicEventHeader;
    }
 
    if constexpr (enableBenchmark) m_chrono->chronoStart("DataPrep: Clustering");
    // Clustering
    for (int ic = 0; ic < m_clustering; ic++) {
        ATH_MSG_DEBUG("Running clustering");
        ATH_CHECK(m_clusteringTool->DoClustering(logicEventHeader, clusters));
        // I think I also want to pass clusters to random removal (but won't work currently)
        if (m_doHitFiltering) ATH_CHECK(m_hitFilteringTool->DoRandomRemoval(logicEventHeader, false));
        unsigned npix(0), nstrip(0);
        for (const FPGATrackSimCluster& cluster : clusters) {
            if (cluster.getClusterEquiv().isPixel()) npix++;
            else nstrip++;
        }
        
        m_nPixClusters += npix;
        m_nStripClusters += nstrip;
 
 
        // The following is hopefully a thread-safe approach to update nMaximum clusters
        // using compare-exchange loop to prevent race conditions.
        // Logic: Without atomics, two threads could both read e.g. max=100, calculate new values (150, 200),
        // and the last write would win, potentially losing the true maximum (200 vs 150).
        // compare_exchange_weak atomically checks if the value is unchanged before updating,
        // and retries if another thread modified it concurrently, ensuring correctness.
        
        // max update for m_nMaxPixClusters
        unsigned current_max_pix = m_nMaxPixClusters;
        while (npix > current_max_pix && 
               !m_nMaxPixClusters.compare_exchange_weak(current_max_pix, npix));
 
        // max update for m_nMaxStripClusters
        unsigned current_max_strip = m_nMaxStripClusters;
        while (nstrip > current_max_strip && 
               !m_nMaxStripClusters.compare_exchange_weak(current_max_strip, nstrip));
 
        // max update for m_nMaxClusters
        unsigned current_max_clusters = m_nMaxClusters;
        unsigned clusters_size = clusters.size();
        while (clusters_size > current_max_clusters && 
               !m_nMaxClusters.compare_exchange_weak(current_max_clusters, clusters_size));
    }
    // Record clusters
    FPGAClusters->insert(
        FPGAClusters->end(),
        std::make_move_iterator(clusters.begin()),
        std::make_move_iterator(clusters.end()));
    
    if constexpr (enableBenchmark) m_chrono->chronoStop("DataPrep: Clustering");
 
    return StatusCode::SUCCESS;
}

// Finalize
 
StatusCode FPGATrackSimDataPrepAlg::finalize()
{
    ATH_MSG_INFO("PRINTING FPGATRACKSIM SIMPLE DATAPREP STATS");
    ATH_MSG_INFO("========================================================================================");
    ATH_MSG_INFO("Number of pixel clusters/event = " << m_nPixClusters/m_evt);
    ATH_MSG_INFO("Number of strip clusters/event = " << m_nStripClusters/m_evt);    
    ATH_MSG_INFO("Max number of pixel clusters in an event = " << m_nMaxPixClusters);
    ATH_MSG_INFO("Max number of strip clusters in an event = " << m_nMaxStripClusters);
    ATH_MSG_INFO("Max number of clusters in an event = " << m_nMaxClusters);
        
    return StatusCode::SUCCESS;
}