DQMStoreStats.cc

Go to the documentation of this file.

/*
 * \file DQMStoreStats.cc
 * \author Andreas Meyer
 * Last Update:
 *
 * Description: Print out statistics of histograms in DQMStore
*/

#include "DQMServices/Components/src/DQMStoreStats.h"
#include "FWCore/ServiceRegistry/interface/Service.h"
#include "FWCore/MessageLogger/interface/JobReport.h"

using namespace std;
using namespace edm;

template <class T>
static unsigned int getEmptyMetric(T * array, int lenx, int leny, int lenz)
{
  // len{x,y,z} MUST include under/overflow bins.
  unsigned int len = lenx+leny+lenz;
  unsigned int result=0;
  // start from 1 to exclude underflow bin. The comparison is accurate
  // since it takes properly into account under/overflow bins, for all
  // kind of histograms.
  for (unsigned int i=1; i<len; ++i)
  {
    // get rid of under/overflow bins for x,y,z axis, to have a correct statistics.
    if (i%(lenx-1)==0)
      continue;
    if (i%lenx==0)
      continue;
    if (i%(lenx+leny-1)==0)
      continue;
    if (i%(lenx+leny)==0)
      continue;
    if (i%(lenx+leny+lenz-1)==0)
      continue;
  
    if (array[i] == 0)
      result += 1;
  }
  
  return result;
}

//==================================================================//
//================= Constructor and Destructor =====================//
//==================================================================//
DQMStoreStats::DQMStoreStats( const edm::ParameterSet& ps )
  : subsystem_ (""),
    subfolder_ (""),
    nbinsglobal_ (0),
    nbinssubsys_ (0),
    nmeglobal_ (0),
    nmesubsys_ (0),
    maxbinsglobal_ (0),
    maxbinssubsys_ (0),
    maxbinsmeglobal_ (""),
    maxbinsmesubsys_ (""),
    statsdepth_ (1),
    pathnamematch_ ("*"),
    verbose_ (0)
{
  parameters_ = ps;
  pathnamematch_ = ps.getUntrackedParameter<std::string>( "pathNameMatch", pathnamematch_ );
  statsdepth_ = ps.getUntrackedParameter<int>( "statsDepth", statsdepth_ );
  verbose_ = ps.getUntrackedParameter<int>( "verbose", verbose_ );
  dumpMemHistory_ = ps.getUntrackedParameter<bool>( "dumpMemoryHistory", false );
  runonendrun_    = ps.getUntrackedParameter<bool>( "runOnEndRun", true );
  runonendjob_    = ps.getUntrackedParameter<bool>( "runOnEndJob", false );
  runonendlumi_   = ps.getUntrackedParameter<bool>( "runOnEndLumi", false );
  runineventloop_ = ps.getUntrackedParameter<bool>( "runInEventLoop", false );
  dumpToFWJR_     = ps.getUntrackedParameter<bool>( "dumpToFWJR", false );

  startingTime_ = time( nullptr );
}

DQMStoreStats::~DQMStoreStats() = default;

void DQMStoreStats::calcIgProfDump(Folder &root)
{
  std::ofstream stream("dqm-bin-stats.sql");
  stream << ""
"    PRAGMA journal_mode=OFF;"
"    PRAGMA count_changes=OFF;"
"    DROP TABLE IF EXISTS files;"
"    DROP TABLE IF EXISTS symbols;"
"    DROP TABLE IF EXISTS mainrows;"
"    DROP TABLE IF EXISTS children;"
"    DROP TABLE IF EXISTS parents;"
"    DROP TABLE IF EXISTS summary;"
"    CREATE TABLE children ("
"        self_id INTEGER CONSTRAINT self_exists REFERENCES mainrows(id),"
"        parent_id INTEGER CONSTRAINT parent_exists REFERENCES mainrows(id),"
"        from_parent_count INTEGER,"
"        from_parent_calls INTEGER,"
"        from_parent_paths INTEGER,"
"        pct REAL"
"    );"
"    CREATE TABLE files ("
"        id,"
"        name TEXT"
"    );"
"    CREATE TABLE mainrows ("
"        id INTEGER PRIMARY KEY,"
"        symbol_id INTEGER CONSTRAINT symbol_id_exists REFERENCES symbols(id),"
"        self_count INTEGER,"
"        cumulative_count INTEGER,"
"        kids INTEGER,"
"        self_calls INTEGER,"
"        total_calls INTEGER,"
"        self_paths INTEGER,"
"        total_paths INTEGER,"
"        pct REAL"
"    );"
"    CREATE TABLE parents ("
"        self_id INTEGER CONSTRAINT self_exists REFERENCES mainrows(id),"
"        child_id INTEGER CONSTRAINT child_exists REFERENCES mainrows(id),"
"        to_child_count INTEGER,"
"        to_child_calls INTEGER,"
"        to_child_paths INTEGER,"
"        pct REAL"
"    );"
"    CREATE TABLE summary ("
"        counter TEXT,"
"        total_count INTEGER,"
"        total_freq INTEGER,"
"        tick_period REAL"
"    );"
"    CREATE TABLE symbols ("
"        id,"
"        name TEXT,"
"        filename_id INTEGER CONSTRAINT file_id_exists REFERENCES files(id)"
"    );"
"    CREATE UNIQUE INDEX fileIndex ON files (id);"
"    CREATE INDEX selfCountIndex ON mainrows(self_count);"
"    CREATE UNIQUE INDEX symbolsIndex ON symbols (id);"
"    CREATE INDEX totalCountIndex ON mainrows(cumulative_count);" << std::endl;

  std::string sql_statement("");

  root.files(sql_statement);
  root.symbols(sql_statement);
  root.mainrows_cumulative(sql_statement);
  root.summary(sql_statement);
  VIterator<Folder *> subsystems = root.CreateIterator() ;
  size_t ii=0;
  for(subsystems.First() ; !subsystems.IsDone() ; subsystems.Next(), ++ii)
  {
    subsystems.CurrentItem()->mainrows(sql_statement);
    subsystems.CurrentItem()->parents(sql_statement);
    subsystems.CurrentItem()->children(sql_statement);
  }
  stream << sql_statement << std::endl;
}

int DQMStoreStats::calcstats( int mode = DQMStoreStats::considerAllME ) {

  nbinsglobal_ = 0; 
  nbinssubsys_ = 0; 
  maxbinsglobal_ = 0; 
  maxbinssubsys_ = 0; 
  std::string path = "";
  std::string subsystemname = "";
  std::string subfoldername = "";
  size_t subsysStringEnd = 0, subfolderStringBegin = 0, subfolderStringEnd  = 0;


  std::vector<MonitorElement*> melist;
  melist = dbe_->getMatchingContents( pathnamematch_ );

  Folder dbeFolder("root");
  DQMStoreStatsTopLevel dqmStoreStatsTopLevel;

  // loop all ME
  for(auto & it : melist) {

    // consider only ME with getLumiFlag() == true ?
    if( mode == DQMStoreStats::considerOnlyLumiProductME && 
        !( it->getLumiFlag() ) ) continue;
    
    // figure out subsystem/subfolder names
    const std::string& path = it->getPathname();

    subfolderStringBegin = 0;
    Folder * curr = &dbeFolder;
    while(true)
    {
      subfolderStringEnd = path.find( '/', subfolderStringBegin );
      if( std::string::npos == subfolderStringEnd )
      {
        curr = curr->cd(path.substr( subfolderStringBegin, path.size()-subfolderStringBegin ));
        break;
      }
      curr = curr->cd(path.substr( subfolderStringBegin, subfolderStringEnd-subfolderStringBegin ));
      subfolderStringBegin = ++subfolderStringEnd < path.size() ? subfolderStringEnd : path.size();
    }
    
    // protection against ghost ME with empty paths
    if( path.empty() ) continue;

    subsysStringEnd = path.find( '/', 0 );
    if( std::string::npos == subsysStringEnd ) subsysStringEnd = path.size(); // no subfolder

    // new subsystem?
    if( path.substr( 0, subsysStringEnd ) != subsystemname ) {
      DQMStoreStatsSubsystem aSubsystem;
      subsystemname = path.substr( 0, subsysStringEnd );
      aSubsystem.subsystemName_ = subsystemname;
      dqmStoreStatsTopLevel.push_back( aSubsystem );
      subfoldername = "";
    }

    // get subfolder name (if there is one..)
    if( path.size() == subsysStringEnd ) {
      // no subfolders in subsystem, make dummy
      DQMStoreStatsSubfolder aSubfolder;
      aSubfolder.subfolderName_ = subsystemname; // <-- for tagging this case
      dqmStoreStatsTopLevel.back().push_back( aSubfolder );
    }

    else {

      // there is a subfolder, get its name
      subfolderStringEnd = path.find( '/', subsysStringEnd + 1 );
      if( std::string::npos == subfolderStringEnd ) subfolderStringEnd = path.size();

      // new subfolder?
      if( path.substr( subsysStringEnd + 1, subfolderStringEnd - subsysStringEnd - 1 ) != subfoldername ) {
        subfoldername = path.substr( subsysStringEnd + 1, subfolderStringEnd - subsysStringEnd - 1 );
        DQMStoreStatsSubfolder aSubfolder;
        aSubfolder.subfolderName_ = subfoldername;
        dqmStoreStatsTopLevel.back().push_back( aSubfolder );
      }

    }

    // shortcut
    DQMStoreStatsSubfolder& currentSubfolder = dqmStoreStatsTopLevel.back().back();

    switch( it->kind() ) {
      
      // one-dim ME
    case MonitorElement::DQM_KIND_TH1F:
      currentSubfolder.AddBinsF( it->getNbinsX(), getEmptyMetric(it->getTH1F()->GetArray(), it->getTH1F()->fN, 0, 0) );
      curr->update( it->getNbinsX(), getEmptyMetric(it->getTH1F()->GetArray(), it->getTH1F()->fN, 0, 0),   it->getNbinsX()*sizeof( float ) );
      break;
    case MonitorElement::DQM_KIND_TH1S:
      currentSubfolder.AddBinsS( it->getNbinsX(), getEmptyMetric(it->getTH1S()->GetArray(), it->getTH1S()->fN, 0, 0) );
      curr->update( it->getNbinsX(), getEmptyMetric(it->getTH1S()->GetArray(), it->getTH1S()->fN, 0, 0),   it->getNbinsX()*sizeof( short ) );
      break;
    case MonitorElement::DQM_KIND_TH1D:
      currentSubfolder.AddBinsD( it->getNbinsX(), getEmptyMetric(it->getTH1D()->GetArray(), it->getTH1D()->fN, 0, 0) );
      curr->update( it->getNbinsX(), getEmptyMetric(it->getTH1D()->GetArray(), it->getTH1D()->fN, 0, 0),   it->getNbinsX()*sizeof( double ) );
      break;
    case MonitorElement::DQM_KIND_TPROFILE:
      currentSubfolder.AddBinsD( it->getNbinsX(), getEmptyMetric(it->getTProfile()->GetArray(), it->getTProfile()->fN, 0, 0) );
      curr->update( it->getNbinsX(), getEmptyMetric(it->getTProfile()->GetArray(), it->getTProfile()->fN, 0, 0),   it->getNbinsX()*sizeof( double ) );
      break;

      // two-dim ME
    case MonitorElement::DQM_KIND_TH2F:
      currentSubfolder.AddBinsF( it->getNbinsX() * it->getNbinsY(), getEmptyMetric(it->getTH2F()->GetArray(), it->getNbinsX()+2,  it->getNbinsY()+2, 0) );
      curr->update( it->getNbinsX() * it->getNbinsY(), getEmptyMetric(it->getTH2F()->GetArray(), it->getNbinsX()+2,  it->getNbinsY()+2, 0),  it->getNbinsX() * it->getNbinsY()*sizeof(float) );
      break;
    case MonitorElement::DQM_KIND_TH2S:
      currentSubfolder.AddBinsS( it->getNbinsX() * it->getNbinsY(), getEmptyMetric(it->getTH2S()->GetArray(), it->getNbinsX()+2,  it->getNbinsY()+2, 0) );
      curr->update( it->getNbinsX() * it->getNbinsY(), getEmptyMetric(it->getTH2S()->GetArray(), it->getNbinsX()+2,  it->getNbinsY()+2, 0), it->getNbinsX() * it->getNbinsY()*sizeof(short) );
      break;
    case MonitorElement::DQM_KIND_TH2D:
      currentSubfolder.AddBinsD( it->getNbinsX() * it->getNbinsY(), getEmptyMetric(it->getTH2D()->GetArray(), it->getNbinsX()+2,  it->getNbinsY()+2, 0) );
      curr->update( it->getNbinsX() * it->getNbinsY(), getEmptyMetric(it->getTH2D()->GetArray(), it->getNbinsX()+2,  it->getNbinsY()+2, 0), it->getNbinsX() * it->getNbinsY()*sizeof(double) );
      break;
    case MonitorElement::DQM_KIND_TPROFILE2D:
      currentSubfolder.AddBinsD( it->getNbinsX() * it->getNbinsY(), getEmptyMetric(it->getTProfile2D()->GetArray(), it->getNbinsX()+2,  it->getNbinsY()+2, 0) );
      curr->update( it->getNbinsX() * it->getNbinsY(), getEmptyMetric(it->getTProfile2D()->GetArray(), it->getNbinsX()+2,  it->getNbinsY()+2, 0), it->getNbinsX() * it->getNbinsY()*sizeof(double) );
      break;
 
      // three-dim ME
    case MonitorElement::DQM_KIND_TH3F: 
      currentSubfolder.AddBinsF( it->getNbinsX() * it->getNbinsY() * it->getNbinsZ(), getEmptyMetric( it->getTH3F()->GetArray(), it->getNbinsX()+2,  it->getNbinsY()+2,  it->getNbinsZ()+2 ) );
      curr->update( it->getNbinsX() * it->getNbinsY() * it->getNbinsZ(),
                    getEmptyMetric( it->getTH3F()->GetArray(), it->getNbinsX()+2,  it->getNbinsY()+2,  it->getNbinsZ()+2 ),
                    it->getNbinsX() * it->getNbinsY() * it->getNbinsZ()*sizeof(float));
      break;

    default: {}
      // here we have a DQM_KIND_INVALID, DQM_KIND_INT, DQM_KIND_REAL or DQM_KIND_STRING
      // which we don't care much about. Alternatively:

      //   std::cerr << "[DQMStoreStats::calcstats] ** WARNING: monitor element of kind: " 
      //               << (*it)->kind() << ", name: \"" << (*it)->getName() << "\"\n"
      //               << "  in path: \"" << path << "\" not considered." << std::endl;
    }
  } 

  if( mode == DQMStoreStats::considerAllME )
    calcIgProfDump(dbeFolder);

  // OUTPUT

  std::cout << endl;
  std::cout << "===========================================================================================" << std::endl;
  std::cout << "[DQMStoreStats::calcstats] -- Dumping stats results ";
  if( mode == DQMStoreStats::considerAllME ) std::cout << "FOR ALL ME" << std::endl;
  else if( mode == DQMStoreStats::considerOnlyLumiProductME ) std::cout << "FOR LUMI PRODUCTS ONLY" << std::endl;
  std::cout << "===========================================================================================" << std::endl;
  std::cout << endl;

  std::cout << "------------------------------------------------------------------------------------------" << std::endl;
  std::cout << "Configuration:" << std::endl;
  std::cout << "------------------------------------------------------------------------------------------" << std::endl;
  std::cout << " > running ";
  if (runonendrun_) std::cout << "on run end." << std::endl;
  if (runonendlumi_) std::cout << "on lumi end." << std::endl;
  if (runonendjob_) std::cout << "on job end." << std::endl;
  if (runineventloop_) std::cout << "in event loop." << std::endl;
  std::cout << " > pathNameMatch = \"" << pathnamematch_ << "\"" << std::endl;
  std::cout << std::endl;

  // dump folder structure
  std::cout << "------------------------------------------------------------------------------------------" << std::endl;
  std::cout << "Top level folder tree:" << std::endl;
  std::cout << "------------------------------------------------------------------------------------------" << std::endl;
  for( auto it0 = dqmStoreStatsTopLevel.begin(); it0 < dqmStoreStatsTopLevel.end(); ++it0 ) {
    std::cout << it0->subsystemName_ << " (subsystem)" << std::endl;
    
    for( auto it1 = it0->begin(); it1 < it0->end(); ++it1 ) {
      std::cout << "  |--> " << it1->subfolderName_ << " (subfolder)" << std::endl;
    }
    
  }

  // dump mem/bin table

  unsigned int overallNHistograms = 0, overallNBins = 0, overallNEmptyBins = 0, overallNBytes = 0;

  std::cout << std::endl;
  std::cout << "------------------------------------------------------------------------------------------" << std::endl;
  std::cout << "Detailed ressource usage information ";
  if( mode == DQMStoreStats::considerAllME ) std::cout << "FOR ALL ME" << std::endl;
  else if( mode == DQMStoreStats::considerOnlyLumiProductME ) std::cout << "FOR LUMI PRODUCTS ONLY" << std::endl;
  std::cout << "------------------------------------------------------------------------------------------" << std::endl;
  std::cout << "subsystem/folder                          histograms       bins        Empty bins     Empty/Total      bins per       MB         kB per" << std::endl;
  std::cout << "                                           (total)        (total)        (total)                      histogram     (total)    histogram  " << std::endl;
  std::cout << "------------------------------------------------------------------------------------------" << std::endl;
  for( auto it0 = dqmStoreStatsTopLevel.begin(); it0 < dqmStoreStatsTopLevel.end(); ++it0 ) {
    std::cout << it0->subsystemName_ << std::endl;
    
    unsigned int nHistograms = 0, nBins = 0, nEmptyBins = 0, nBytes = 0;

    for( auto it1 = it0->begin(); it1 < it0->end(); ++it1 ) {

      // fixed-size working copy
      std::string thisSubfolderName( it1->subfolderName_ );
      if( thisSubfolderName.size() > 30 ) {
        thisSubfolderName.resize( 30 );
        thisSubfolderName.replace( thisSubfolderName.size() - 3, 3, 3, '.' );
      }

      std::cout << " -> " << std::setw( 30 ) << std::left << thisSubfolderName;
      std::cout << std::setw( 14 ) << std::right << it1->totalHistos_;
      std::cout << std::setw( 14 ) << std::right << it1->totalBins_;
      std::cout << std::setw( 14 ) << std::right << it1->totalEmptyBins_;
      std::cout << std::setw( 14 ) << std::right << std::setprecision( 3 ) << (float)it1->totalEmptyBins_/(float)it1->totalBins_;

      // bins/histogram, need to catch nan if histos=0
      if( it1->totalHistos_ ) {
        std::cout << std::setw( 14 ) << std::right << std::setprecision( 3 ) << it1->totalBins_ / float( it1->totalHistos_ );
      } 
      else std::cout << std::setw( 14 ) << std::right << "-";

      std::cout << std::setw( 14 ) << std::right << std::setprecision( 3 ) << it1->totalMemory_ / 1024. / 1024.;

      // mem/histogram, need to catch nan if histos=0
      if( it1->totalHistos_ ) {
        std::cout << std::setw( 14 ) << std::right << std::setprecision( 3 ) << it1->totalMemory_ / 1024. / it1->totalHistos_;
      }
      else std::cout << std::setw( 14 ) << std::right << "-";

      std::cout << std::endl;

      // collect totals
      nHistograms += it1->totalHistos_; 
      nBins       += it1->totalBins_;   
      nEmptyBins  += it1->totalEmptyBins_;   
      nBytes      += it1->totalMemory_; 

    }




    overallNHistograms += nHistograms;
    overallNBins       += nBins;
    overallNEmptyBins  += nEmptyBins;
    overallNBytes      += nBytes;

    // display totals
    std::cout << "    " << std::setw( 30 ) << std::left << "SUBSYSTEM TOTAL";
    std::cout << std::setw( 14 ) << std::right << nHistograms;
    std::cout << std::setw( 14 ) << std::right << nBins;
    std::cout << std::setw( 14 ) << std::right << nEmptyBins;
    std::cout << std::setw( 14 ) << std::right << (float)nEmptyBins/(float)nBins;
    std::cout << std::setw( 14 ) << std::right << std::setprecision( 3 ) << nBins / float( nHistograms );
    std::cout << std::setw( 14 ) << std::right << std::setprecision( 3 ) << nBytes / 1024. / 1000.;
    std::cout << std::setw( 14 ) << std::right << std::setprecision( 3 ) << nBytes / 1024. / nHistograms;
    std::cout << std::endl;
      
    std::cout << ".........................................................................................." << std::endl;

  }


  // dump total
  std::cout << std::endl;
  std::cout << "------------------------------------------------------------------------------------------" << std::endl;
  std::cout << "Grand total ";
  if( mode == DQMStoreStats::considerAllME ) std::cout << "FOR ALL ME:" << std::endl;
  else if( mode == DQMStoreStats::considerOnlyLumiProductME ) std::cout << "FOR LUMI PRODUCTS ONLY:" << std::endl;
  std::cout << "------------------------------------------------------------------------------------------" << std::endl;
  std::cout << "Number of subsystems: " << dqmStoreStatsTopLevel.size() << std::endl;
  std::cout << "Total number of histograms: " << overallNHistograms << " with: " << overallNBins << " bins alltogether" << std::endl;
  std::cout << "Total memory occupied by histograms (excl. overhead): " << overallNBytes / 1024. / 1000. << " MB" << std::endl;



  std::cout << endl;
  std::cout << "===========================================================================================" << std::endl;
  std::cout << "[DQMStoreStats::calcstats] -- End of output ";
  if( mode == DQMStoreStats::considerAllME ) std::cout << "FOR ALL ME." << std::endl;
  else if( mode == DQMStoreStats::considerOnlyLumiProductME ) std::cout << "FOR LUMI PRODUCTS ONLY." << std::endl;
  std::cout << "===========================================================================================" << std::endl;
  std::cout << endl;

  // Put together a simplified version of the complete dump that is
  // sent to std::cout. Just dump the very basic information,
  // i.e. summary for each folder, both for run and LS products.
  if (dumpToFWJR_)
  {
    edm::Service<edm::JobReport> jr;
    // Do not even try if the FWJR service is not available.
    if (!jr.isAvailable())
      return 0;
    // Prepare appropriate map to store FWJR output.
    std::map<std::string, std::string> jrInfo;
    unsigned int overallNHistograms = 0, overallNBins = 0, overallNBytes = 0;

    jrInfo["Source"] = "DQMServices/Components";
    jrInfo["FileClass"] = "DQMStoreStats";
    if (runonendrun_)
      jrInfo["DumpType"] = "EndRun";
    if (runonendlumi_)
      jrInfo["DumpType"] = "EndLumi";
    if (runonendjob_)
      jrInfo["DumpType"] = "EndJob";
    if (runineventloop_)
      jrInfo["DumpType"] = "EventLoop";
    if( mode == DQMStoreStats::considerAllME )
      jrInfo["Type"] = "RunProduct";
    else if( mode == DQMStoreStats::considerOnlyLumiProductME )
      jrInfo["Type"] = "LumiProduct";


    jrInfo["pathNameMatch"] = pathnamematch_;

    for (auto it0 = dqmStoreStatsTopLevel.begin(); it0 < dqmStoreStatsTopLevel.end(); ++it0 )
    {
      unsigned int nHistograms = 0, nBins = 0, nEmptyBins = 0, nBytes = 0;
      for( auto it1 = it0->begin(); it1 < it0->end(); ++it1 ) {
        // collect totals
        nHistograms += it1->totalHistos_; 
        nBins       += it1->totalBins_;   
        nEmptyBins  += it1->totalEmptyBins_;   
        nBytes      += it1->totalMemory_; 
      }
      overallNHistograms += nHistograms;
      overallNBins       += nBins;
      overallNBytes      += nBytes;
      std::stringstream iss("");
      iss << nHistograms;
      jrInfo[it0->subsystemName_ + std::string("_h")] = iss.str();
      iss.str("");iss<<nBins;
      jrInfo[it0->subsystemName_ + std::string("_b")]  = iss.str();
      iss.str("");iss<<nEmptyBins;
      jrInfo[it0->subsystemName_ + std::string("_be")]  = iss.str();
      iss.str("");iss<< ((float)nEmptyBins/(float)nBins);
      jrInfo[it0->subsystemName_ + std::string("_fbe")]  = iss.str();
      iss.str("");iss<< ((float)nBins/(float)nHistograms);
      jrInfo[it0->subsystemName_ + std::string("_b_h")]    = iss.str();
      iss.str("");iss<<nBytes / 1024. / 1024.;
      jrInfo[it0->subsystemName_ + std::string("_MB")]    = iss.str();
      iss.str("");iss<<nBytes / 1024. / nHistograms;
      jrInfo[it0->subsystemName_ + std::string("_Kb_h")] = iss.str();
    }
    jr->reportAnalysisFile("DQMStatsReport", jrInfo);
  }

  return 0;

}



void DQMStoreStats::dumpMemoryProfile( ) {

  std::cout << std::endl;
  std::cout << "------------------------------------------------------------------------------------------" << std::endl;
  std::cout << "Memory profile:" << std::endl;
  std::cout << "------------------------------------------------------------------------------------------" << std::endl;

  // determine virtual memory maximum
  std::pair<time_t, unsigned int> maxItem( 0, 0 );
  for( auto it = memoryHistoryVector_.begin();
       it < memoryHistoryVector_.end(); ++it ) {
    if( it->second > maxItem.second ) {
      maxItem = *it;
    }
  }

  std::stringstream rootOutputFileName;
  rootOutputFileName << "dqmStoreStats_memProfile_" << getpid() << ".root";

  // dump memory history to root file
  if( dumpMemHistory_ && isOpenProcFileSuccessful_ ) {

    TFile outputFile( rootOutputFileName.str().c_str(), "RECREATE" );

    int aTime;
    float aMb;

    TTree memHistoryTree( "dqmstorestats_memhistory", "memory history" );
    memHistoryTree.Branch( "seconds", &aTime, "seconds/I" );
    memHistoryTree.Branch( "megabytes", &aMb, "megabytes/F" );
    for( auto it = memoryHistoryVector_.begin();
         it < memoryHistoryVector_.end(); ++it ) {
      aTime = it->first - startingTime_;
      aMb = it->second / 1000.;
      memHistoryTree.Fill();
    }

    outputFile.Write();
    outputFile.Close();

  }

  std::cout << "Approx. maximum total virtual memory size of job: ";
  if( isOpenProcFileSuccessful_ && !memoryHistoryVector_.empty() ) {
    std::cout << maxItem.second / 1000.
              << " MB (reached " << maxItem.first - startingTime_ << " sec. after constructor called)," << std::endl;
    std::cout << " memory history written to: " << rootOutputFileName.str() << " (" << memoryHistoryVector_.size() << " samples)" << std::endl;
  } else {
    std::cout << "(could not be determined)" << std::endl;
  }

  std::cout << std::endl << std::endl;
  
}



void DQMStoreStats::print(){
  // subsystem info printout
  std::cout << " ---------- " << subsystem_ << " ---------- " << std::endl;
  std::cout <<  "  " << subfolder_ << ": " ;
  std::cout <<  nmesubsys_ << " histograms with " 
            <<  nbinssubsys_  << " bins. " ; 
  if (nmesubsys_ > 0) std::cout <<  nbinssubsys_/nmesubsys_ << " bins/histogram " ;
  std::cout << std::endl;
  std::cout <<  "  Largest histogram: " << maxbinsmesubsys_ << " with " <<
                                         maxbinssubsys_ << " bins." <<  std::endl;
}




std::pair<unsigned int, unsigned int> DQMStoreStats::readMemoryEntry( ) const {
  
  // see if initial test reading was successful
  if( isOpenProcFileSuccessful_ ) {

    std::ifstream procFile( procFileName_.str().c_str(), ios::in );

    std::string readBuffer( "" );
    unsigned int memSize = 0;

    // scan procfile
    while( !procFile.eof() ) {
      procFile >> readBuffer;
      if( std::string( "VmSize:" ) == readBuffer ) {
        procFile >> memSize;
        break;
      }
    }

    procFile.close();
    return std::pair<time_t, unsigned int>( time( nullptr ), memSize );
  }

  return std::pair<time_t, unsigned int>( 0, 0 );

}



//==================================================================//
//========================= beginJob ===============================//
//==================================================================//
void DQMStoreStats::beginJob() {

  dbe_ = Service<DQMStore>().operator->();

  // access the proc/ folder for memory information
  procFileName_ << "/proc/" << getpid() << "/status";

  // open for a test
  std::ifstream procFile( procFileName_.str().c_str(), ios::in );

  if( procFile.good() ) {
    isOpenProcFileSuccessful_ = true;
  }
  else {
    std::cerr << " [DQMStoreStats::beginJob] ** WARNING: could not open file: " << procFileName_.str() << std::endl;
    std::cerr << "  Total memory profile will not be available." << std::endl;
    isOpenProcFileSuccessful_ = false;
  }

  procFile.close();

}

//==================================================================//
//========================= beginRun ===============================//
//==================================================================//
void DQMStoreStats::beginRun(const edm::Run& r, const EventSetup& context) {
}


//==================================================================//
//==================== beginLuminosityBlock ========================//
//==================================================================//
void DQMStoreStats::beginLuminosityBlock(const LuminosityBlock& lumiSeg,
                                            const EventSetup& context) {
}


//==================================================================//
//==================== analyse (takes each event) ==================//
//==================================================================//
void DQMStoreStats::analyze(const Event& iEvent, const EventSetup& iSetup) {

  //now read virtual memory size from proc folder
  memoryHistoryVector_.emplace_back(readMemoryEntry() );

  if (runineventloop_) {
    calcstats( DQMStoreStats::considerAllME );
    calcstats( DQMStoreStats::considerOnlyLumiProductME );
    dumpMemoryProfile();
  }

}


//==================================================================//
//========================= endLuminosityBlock =====================//
//==================================================================//
void DQMStoreStats::endLuminosityBlock(const LuminosityBlock& lumiSeg,
                                          const EventSetup& context) {
  if (runonendlumi_) { 
    calcstats( DQMStoreStats::considerAllME );
    calcstats( DQMStoreStats::considerOnlyLumiProductME );
    dumpMemoryProfile();
  }

}

//==================================================================//
//============================= endRun =============================//
//==================================================================//
void DQMStoreStats::endRun(const Run& r, const EventSetup& context) {

  if (runonendrun_) {
    calcstats( DQMStoreStats::considerAllME );
    calcstats( DQMStoreStats::considerOnlyLumiProductME );
    dumpMemoryProfile();
  }

}

//==================================================================//
//============================= endJob =============================//
//==================================================================//
void DQMStoreStats::endJob() {

  if (runonendjob_) {
    calcstats( DQMStoreStats::considerAllME );
    calcstats( DQMStoreStats::considerOnlyLumiProductME );
    dumpMemoryProfile();
  }

}