AliAnalysisGrid *AnalysisConfig(TString analysisMode,
                                const char *aliphyiscsVersion,
                                const char *alirootVersion,
                                const char *rootVersion) {

  AliAnalysisAlien *plugin = new AliAnalysisAlien();

  // Setting software versions
  plugin->SetROOTVersion(rootVersion);
  plugin->SetAliROOTVersion(alirootVersion);
  plugin->SetAliPhysicsVersion(aliphyiscsVersion);

  // Overwrite all generated files, datasets and output results from a previous
  // session
  plugin->SetOverwriteMode();
  // Set the run mode (can be "full", "test", "offline", "submit" or
  // "terminate")
  plugin->SetRunMode(analysisMode.Data()); // VERY IMPORTANT - DECRIBED BELOW

  // adds Proof setting
  MySetupAnalysisPluginProof(plugin, analysisMode);

  // adds AliEn settings
  MySetupAnalysisPluginAliEn(plugin);

  return plugin;
}
Beispiel #2
0
AliAnalysisGrid* CreateAlienHandler(TString mode="test",TString fname="testName"){
  AliAnalysisAlien *plugin = new AliAnalysisAlien();
  plugin->SetOverwriteMode();
  plugin->SetExecutableCommand("aliroot -q -b");  
  plugin->SetRunMode(mode.Data());
  plugin->SetNtestFiles(20);
  // Set versions of used packages
  plugin->SetAPIVersion("V1.1x");
  //plugin->SetROOTVersion("v5-34-26");
  plugin->SetAliROOTVersion("v5-07-20");
  plugin->SetAliPhysicsVersion("vAN-20160203");
  // Declare input data to be processed.
  plugin->SetNrunsPerMaster(100);
  plugin->SetSplitMaxInputFileNumber(15); // 3 in the LEGO trains

    plugin->SetGridDataDir("/alice/data/2013/LHC13c/");
    plugin->SetGridWorkingDir(Form("%s/",fname.Data()));
    plugin->SetRunPrefix("000"); 
    plugin->SetDataPattern("/ESDs/pass2/*/AliESDs.root");
    plugin->SetAnalysisMacro("TaskDeuteronTreeTest.C");
    plugin->SetExecutable("TaskDeuteronTreeTest.sh");
    plugin->SetJDLName("TaskDeuteronTreeTest.jdl");
    Int_t runnumbers[]={195596,195592};

    for(Int_t irun=0;irun<2;irun++){
      Printf("%d %d",irun,runnumbers[irun]);
      plugin->AddRunNumber(runnumbers[irun]);
    }

 

    TString extraLibs;
  plugin->AddIncludePath("-I. -I$ROOTSYS/include -I$ALICE_ROOT/include -I$ALICE_PHYSICS/include");
  
  //plugin->SetAdditionalLibs("libCORRFW.so libPWGTools.so libPWGCFCorrelationsBase.so libPWGCFCorrelationsDPhi.so AliAnalysisTaskPhiCorrelations.cxx AliAnalysisTaskPhiCorrelations.h");
  //plugin->SetAnalysisSource("AliAnalysisTaskPhiCorrelations.cxx");

  plugin->SetGridOutputDir("output"); // In this case will be $HOME/work/output
  
  // Declare the output file names separated by blancs.
  // (can be like: file.root or file.root@ALICE::Niham::File)
  //plugin->SetDefaultOutputs(0);
  //plugin->SetOutputFiles("AnalysisResults.root.root");
  plugin->SetMergeViaJDL(kTRUE);
  plugin->SetOneStageMerging(kFALSE);
  //plugin->SetMaxMergeFiles(40);
  //plugin->SetMaxMergeStages(4);
  
  plugin->SetTTL(50000);
  // Optionally set input format (default xml-single)
  plugin->SetInputFormat("xml-single");
  // Optionally modify job price (default 1)
  plugin->SetPrice(1);      
  // Optionally modify split mode (default 'se')    
  //plugin->SetSplitMaxInputFileNumber();
  plugin->SetSplitMode("se");
  return plugin;
}
Beispiel #3
0
AliAnalysisGrid* CreateAlienHandler(const char* mode, bool isMC){
  AliAnalysisAlien *plugin = new AliAnalysisAlien();
  // Set the run mode (can be "full", "test", "offline", "submit" or "terminate")
  plugin->SetRunMode(gridmode.Data());
  // Set versions of used packages
  plugin->SetAPIVersion("V1.1x");
  plugin->SetAliPhysicsVersion("vAN-20170425-1");
  plugin->SetExecutableCommand("aliroot -b -q");
  // Declare the analysis source files names separated by blancs. To be compiled runtime
  // using ACLiC on the worker nodes.
  //plugin->SetAdditionalLibs("libPWGLFnuclex.so");
  plugin->AddIncludePath("-I. -I$ROOTSYS/include -I$ALICE_ROOT/include -I$ALICE_PHYSICS/include");

  // Declare all libraries (other than the default ones for the framework. These will benloaded by the generated analysis macro. Add all extra files (task .cxx/.h) here.

  // Declare the output file names separated by blancs.
  // (can be like: file.root or file.root@ALICE::Niham::File)
  // To only save certain files, use SetDefaultOutputs(kFALSE), and then
  // SetOutputFiles("list.root other.filename") to choose which files to save
  plugin->SetDefaultOutputs();
  //plugin->SetOutputFiles("list.root");

  // Optionally set a name for the generated analysis macro (default MyAnalysis.C)
  plugin->SetAnalysisMacro(Form("%s.C",kTaskName.Data()));

  // Optionally set maximum number of input files/subjob (default 100, put 0 to ignore)
  plugin->SetSplitMaxInputFileNumber(kJobSplitting);

  // Optionally modify the executable name (default analysis.sh)
  plugin->SetExecutable(Form("%s.sh",kTaskName.Data()));

  // set number of test files to use in "test" mode
  plugin->SetNtestFiles(2);

  // file containing a list of chuncks to be used for testing
  plugin->SetFileForTestMode("testdata");

  // Optionally resubmit threshold.
  plugin->SetMasterResubmitThreshold(90);

  // Optionally set time to live (default 30000 sec)
  plugin->SetTTL(30000);

  // Optionally set input format (default xml-single)
  plugin->SetInputFormat("xml-single");

  // Optionally modify the name of the generated JDL (default analysis.jdl)
  plugin->SetJDLName(Form("%s.jdl",kTaskName.Data()));

  // Optionally modify job price (default 1)
  plugin->SetPrice(1);

  // Optionally modify split mode (default 'se')
  plugin->SetSplitMode("se");

  return plugin;
}
Beispiel #4
0
AliAnalysisGrid *CreateAlienHandler()
{
    AliAnalysisAlien *plugin = new AliAnalysisAlien();

    plugin->SetRunMode("test"); // generate files and make local test on my PC
    //plugin->SetRunMode("offline"); // generate files that can be modified; no submission
    //plugin->SetRunMode("submit"); // submit files generated with offline mode
    //plugin->SetRunMode("full"); // generate files and submit
    //plugin->SetRunMode("terminate"); // do merging only in one job

    plugin->SetAPIVersion("V1.1x");
    plugin->SetAliPhysicsVersion("vAN-20151115-1");
    plugin->SetNtestFiles(1);
    //plugin->SetROOTVersion("v5-34-08-6");
    //plugin->SetAliROOTVersion("vAN-20141031");
    plugin->SetGridDataDir("/alice/data/2010/LHC10h/");
    plugin->SetDataPattern("ESDs/pass2/AOD160/0008/AliAOD.root");
    plugin->SetRunPrefix("000");

    int runNumber[] = {139510, 139507};
    int size = sizeof(runNumber)/sizeof(runNumber[0]);
    for(int i=0; i<size; i++) {
        plugin->AddRunNumber(runNumber[i]);
    }

    //plugin->AddRunNumber(139510);
    plugin->SetGridWorkingDir("TaskFlow"); // $HOME/TaskFlow
    plugin->SetGridOutputDir("OutputFlow"); // TaskFlow/OutputFlow
//  plugin->AddIncludePath("-I$ROOTSYS/include -I$ALICE_ROOT/include");
    plugin->SetAnalysisSource("AliAnalysisTaskFlow.cxx");
    plugin->SetAdditionalLibs("AliAnalysisTaskFlow.h AliAnalysisTaskFlow.cxx");
    plugin->SetDefaultOutputs();
    plugin->SetOutputToRunNo();
    plugin->SetAnalysisMacro("Flow.C");
    plugin->SetSplitMaxInputFileNumber(400);
    plugin->SetMasterResubmitThreshold(90);
    plugin->SetTTL(20000);
    plugin->SetJDLName("Flow.jdl");
    plugin->SetExecutable("Flow.sh");
//	plugin->SetExecutableCommand("aliroot -b -q");

    return plugin;
}
//_______________________________| CreateAlienHandler |________________________________
AliAnalysisGrid* CreateAlienHandler()
{
    
    AliAnalysisAlien *Plugin = new AliAnalysisAlien();
    Plugin->SetRunMode(fPluginMode.Data());
    Plugin->SetUser(fUsername.Data());
    Plugin->SetAPIVersion("V1.1x");
    Plugin->SetROOTVersion("v5-34-30-alice-12");
    Plugin->SetAliROOTVersion("v5-07-20-4");
    Plugin->SetAliPhysicsVersion("vAN-20160129-1");
    Plugin->SetNtestFiles(1);
    Plugin->SetFileForTestMode(TestFilesWPlugin.Data());
    
    // Set data search pattern for DATA grid Mode
    Plugin->SetGridDataDir("/alice/sim/2013/LHC13b2_efix_p1"); // specify MC sample
    if(readAOD) Plugin->SetDataPattern("AOD/*AliAOD.root");// specify AOD set
    else Plugin->SetDataPattern("*/AliESDs.root");
    
    Int_t totruns=0;
    //gROOT->LoadMacro("$ALICE_PHYSICS/PWGHF/vertexingHF/AddGoodRuns.C");
    gROOT->LoadMacro("AddGoodRuns.C");
    totruns += AddGoodRuns(Plugin,"LHC13b","LHC13b2_efix_p1"); //Set accordingly
    Plugin->SetNrunsPerMaster(totruns);
    
    Plugin->SetGridWorkingDir("SingleTrkEff/LHC13b2_efix_p1/16Feb2016/");
    Plugin->SetGridOutputDir("out");
    
    Plugin->SetExecutable("STE16Feb2016.sh");
    Plugin->AddIncludePath("-I. -I$ROOTSYS/include -I$ALICE_PHYSICS -I$ALICE_PHYSICS/include -I$ALICE_PHYSICS/ITS -I$ALICE_PHYSICS/TPC -I$ALICE_PHYSICS/CONTAINERS -I$ALICE_PHYSICS/STEER/STEER -I$ALICE_PHYSICS/STEER/STEERBase -I$ALICE_PHYSICS/STEER/ESD -I$ALICE_PHYSICS/STEER/AOD -I$ALICE_PHYSICS/TRD -I$ALICE_PHYSICS/macros -I$ALICE_PHYSICS/ANALYSIS -I$ALICE_PHYSICS/OADB -g");
    
    Plugin->SetSplitMaxInputFileNumber(5);
    Plugin->SetDefaultOutputs(kTRUE);
    Plugin->SetMergeViaJDL(kTRUE); // Merge Via JDL
    Plugin->SetOneStageMerging(kFALSE);
    Plugin->SetMaxMergeStages(2);
    Plugin->SetAnalysisMacro("STE16Feb2016.C");
    Plugin->SetJDLName("STE16Feb2016.jdl");
    
    return Plugin;
}
Beispiel #6
0
void RunMacro(){
//     check the function for asymmetric TPC cut in ConfigHFEemcalMod....the rest is still necessary????

   // Firstly, set some variables
   const char* launch = "grid"; // grid, local (if your data is on your local machine, doesn't connect at all)
   const char*  mode = "test"; //test, full, terminate  (test= connect to grid but run locally, full= run on grid, terminate= merge output on grid)
   Bool_t pre_final_stage = kTRUE; //TRUE = merging done on grid, FALSE = merge happens locally   
   Int_t cyclenumber = 1;
   Bool_t debug = kTRUE;
   char* work_dir = "PhiCorrelations_LHC16q_0_20_noveto";
   char* output_dir = "output_2018_10_22_FAST";
   Int_t ttl = 50000;
   Int_t noffiles = 40;
   Int_t runcycle[]={0,1,31};
   //Int_t runcycle[]={0,16,31};
   Bool_t UseParfiles = kFALSE;

   // load libraries
   LoadLibraries();

// create and customize the alien handler
  AliAnalysisAlien *alienHandler = new AliAnalysisAlien();
      
    alienHandler->AddIncludePath("-I. -I$ROOTSYS/include -I$ALICE_ROOT -I$ALICE_ROOT/EMCAL -I$ALICE_ROOT/PYTHIA6 -I$ALICE_ROOT/ANALYSIS -I$ALICE_PHYSICS/PWGGA -I$ALICE_PHYSICS/PWGHF -I$ALICE_PHYSICS/PWGHF/hfe -I$ALICE_ROOT/CONTAINERS -I$ALICE_ROOT/STEER/STEER -I$ALICE_ROOT/STEER/STEERBase -I$ALICE_ROOT/STEER/ESD -I$ALICE_ROOT/STEER/AOD -I$ALICE_PHYSICS/OADB -I$ALICE_PHYSICS/PWGHF/base  -I$ALICE_ROOT/include -I$ALICE_ROOT/ITS -I$ALICE_ROOT/TPC -I$ALICE_ROOT/CONTAINERS -I$ALICE_ROOT/STEER -I$ALICE_ROOT/TRD -I$ALICE_ROOT/macros -I$ALICE_ROOT/ANALYSIS  -I$ALICE_PHYSICS/OADB/macros -I$ALICE_PHYSICS/PWGCF/Correlations -I$ALICE_PHYSICS/PWGCF -I$ALICE_PHYSICS/PWGCF/Correlations/Base -I$ALICE_PHYSICS/include -g");
    
    alienHandler->SetAdditionalLibs("AliAnalysisTaskHadronPhiCorr_current.cxx AliAnalysisTaskHadronPhiCorr_current.h AddTaskHadronPhiCorr_current.C libpythia6.so libEGPythia6.so libAliPythia6.so libPWGHFhfe.so libCDB.so libSTEER.so libCORRFW.so libPWGflowBase.so libPWGflowTasks.so libGui.so libProof.so libMinuit.so libXMLParser.so libRAWDatabase.so libRAWDatarec.so libCDB.so libSTEERBase.so libSTEER.so libTPCbase.so libTOFbase.so libTOFrec.so libTRDbase.so libVZERObase.so libVZEROrec.so libT0base.so libT0rec.so libPWGTools.so libPWGCFCorrelationsBase.so");
    
  alienHandler->SetAnalysisSource("AliAnalysisTaskHadronPhiCorr_current.cxx");
  //alienHandler->SetOverwriteMode();
  alienHandler->SetRunMode(mode);
  alienHandler->SetNtestFiles(2);
  //alienHandler->SetAPIVersion("V1.1x");
  alienHandler->SetAliPhysicsVersion("vAN-20170731-1");
  //alienHandler->SetFileForTestMode("File_LHC12dPass1.txt");  //txt file that tells where to look for local files if launch=local
  //alienHandler->SetGridDataDir("/alice/sim/LHC10d4/");
  //alienHandler->SetDataPattern("*ESDs.root");
  alienHandler->SetGridDataDir("//alice/data/2016/LHC16q/");
  alienHandler->SetDataPattern("*/pass1_FAST/AOD/*/*AOD.root");
  //alienHandler->SetDataPattern("*/pass4/AOD/*AOD.root");
  alienHandler->SetRunPrefix("000"); // IMPORTANT! Only need for real data, comment this line out for MC data

   
//LHC12d   
    //Int_t runArray[] = {186320, 186319, 186318, 186229, 186208, 186205, 186200, 186167, 186165, 186164, 186163, 185912, 185909, 185784, 185778, 185776, 185775, 185768, 185765, 185764, 185757, 185756, 185738, 185735, 185734, 185701, 185699, 185698, 185697, 185695, 185687, 185680, 185589, 185588, 185583, 185582, 185581, 185580, 185578};
  //Int_t runArray[] = {186320, 186319, 186318, 186229, 186208, 186205, 186200, 186167, 186165, 186164, 186163, 185912, 185909, 185784, 185778, 185776, 185775, 185768, 185765, 185764, 185757, 185756, 185738, 185735, 185734, 185701, 185699, 185698, 185697, 185695, 185687, 185680, 185589, 185588, 185583, 185582, 185581, 185580, 185578, 185575, 185574, 185565, 185563, 185474, 185465, 185461, 185457, 185375, 185371, 185363, 185362, 185361, 185360, 185359, 185356, 185351, 185350, 185349, 185303, 185302, 185300, 185299, 185296, 185293, 185292, 185291, 185289, 185288, 185284, 185282, 185221, 185217, 185208, 185206, 185203, 185198, 185196, 185189};

 //LHC13b
    //Int_t runArray[] = {195483, 195482, 195481, 195480, 195479, 195478, 195391, 195389, 195351, 195346, 195344}; 

 //LHC13c
    //Int_t runArray[] = {195529, 195531, 195566, 195567, 195568, 195592, 195593, 195596, 195633, 195635, 195644, 195673, 195675, 195677};

//LHC10d4 - MC Data
    //Int_t runArray[] = {119159, 119161, 119163, 119841, 119842, 119844, 119845, 119846, 119849, 119853, 119856, 119859, 119862, 120067, 120069, 120072, 120073, 120076, 120079, 120244, 120503, 120504, 120505, 120616, 120617, 120671, 120741, 120750, 120758, 120820, 120821, 120822, 120823, 120824, 120825, 120829};
   // Int_t runArray[] = {120073}; //for testing why files were being opened but not closed

//LHC16r - 8 TeV pPb data
    //Int_t runArray[] = {266318, 266317, 266316, 266305, 266304, 266300, 266299, 266296, 266208, 266197, 266196, 266193, 266190, 266189, 266187, 266117, 266086, 266085, 266084, 266083, 266081, 266076, 266074, 266034, 265797, 265795, 265789, 265788, 265756, 265754, 265746, 265744, 265742, 265741, 265714, 265713,265709, 265705, 265701, 265700, 265698, 265697, 265696, 265607, 265596, 265594};
   //Int_t runArray[] = {266318, 266317, 266316, 266208, 266197, 266196, 266187, 265754, 265744, 265607, 265596, 265594};

//LHC16q - 5 TeV pPb data
   Int_t runArray[] = {265525, 265521, 265501, 265500, 265499, 265435, 265427, 265426, 265425, 265424, 265422, 265421, 265420, 265419, 265388, 265387, 265385, 265384, 265383, 265381, 265378, 265377, 265344, 265343, 265342, 265339, 265338, 265336, 265334, 265332, 265309};  
    
  
  for (Int_t i =  runcycle[cyclenumber - 1]; i < runcycle[cyclenumber] ; i++)
   {
    if (i == sizeof(runArray) / sizeof(runArray[1])) break;
    alienHandler->AddRunNumber(runArray[i]);
   }

   printf("\n\nSetting Up alienHandler.\n\n");
   alienHandler->SetGridWorkingDir(work_dir);
   alienHandler->SetGridOutputDir(output_dir);
   alienHandler->SetDefaultOutputs(kTRUE);
   alienHandler->SetAnalysisMacro("PhiInvMass.C");
   alienHandler->SetSplitMaxInputFileNumber(noffiles);
   alienHandler->SetExecutable("PhiInvMass.sh");
   alienHandler->SetExecutableCommand("aliroot -b -q");
   alienHandler->SetTTL(ttl); //10000
   alienHandler->SetInputFormat("xml-single");
   alienHandler->SetJDLName("PhiInvMass.jdl");
   alienHandler->SetPrice(1);
   alienHandler->SetSplitMode("se");
   alienHandler->SetMasterResubmitThreshold(10);
   alienHandler->SetMergeExcludes("EventStat_temp.root");
   alienHandler->SetOutputToRunNo(kTRUE);
   alienHandler->SetKeepLogs(kTRUE);
   alienHandler->SetMaxMergeFiles(15);
   alienHandler->SetMaxMergeStages(7);
   alienHandler->SetMergeViaJDL(pre_final_stage);
//    alienHandler->SetOneStageMerging(kFALSE);   //???????????????????????????????-------------------
    if (!alienHandler) return;

    
// load the necessary macros
   //gROOT->LoadMacro("$ALICE_ROOT/ANALYSIS/macros/AddTaskPhysicsSelection.C");
   //gROOT->LoadMacro("$ALICE_ROOT/ANALYSIS/macros/AddTaskPIDResponse.C");
// Use AliRoot includes to compile our task
   gROOT->ProcessLine(".include $ALICE_ROOT/include");
   gROOT->ProcessLine(".include $ALICE_ROOT/EMCAL");
   gROOT->ProcessLine(".include $ALICE_PHYSICS/include");
   gROOT->ProcessLine(".include $ALICE_ROOT/ANALYSIS/");
   gROOT->ProcessLine(".include $PWD/.");

   gSystem->AddIncludePath("-I. -I$ROOTSYS/include -I$ALICE_ROOT -I$ALICE_ROOT/EMCAL -I$ALICE_ROOT/PYTHIA6 -I$ALICE_ROOT/ANALYSIS -I$ALICE_ROOT/CONTAINERS -I$ALICE_ROOT/STEER/STEER -I$ALICE_ROOT/STEER/STEERBase -I$ALICE_ROOT/STEER/ESD -I$ALICE_ROOT/STEER/AOD -I$ALICE_PHYSICS/OADB -I$ALICE_PHYSICS/PWGHF/base  -I$ALICE_ROOT/include -I$ALICE_ROOT/ITS -I$ALICE_ROOT/TPC -I$ALICE_ROOT/CONTAINERS -I$ALICE_ROOT/STEER -I$ALICE_ROOT/TRD -I$ALICE_ROOT/macros -I$ALICE_ROOT/ANALYSIS  -I$ALICE_PHYSICS/OADB -I$ALICE_ROOT/PWG/FLOW/Base -I$ALICE_PHYSICS/PWGCF/Correlations/Base -I$ALICE_PHYSICS/PWGCF/Correlations -g ");
   // gSystem->AddIncludePath("-I. -I$ROOTSYS/include -I$ALICE_ROOT -I$ALICE_ROOT/include -I$ALICE_ROOT/macros -I$ALICE_PHYSICS/include -g");

   //printf("\n!!!!!!!!!!!!!!!!!!!!!!\n AliAnalysis Manager \n\n");
   AliAnalysisManager *mgr = new AliAnalysisManager("PhiAnalysis");
   mgr->SetGridHandler(alienHandler);

   AliAODInputHandler* aodH = new AliAODInputHandler();
   mgr->SetInputEventHandler(aodH);
//   AliESDInputHandler* esdH = new AliESDInputHandler();
//   mgr->SetInputEventHandler(esdH);

//    AliMCEventHandler* mcH = new AliMCEventHandler();
//    mgr->SetMCtruthEventHandler(mcH);   
//    mcH->SetReadTR(kFALSE);

   //gROOT->LoadMacro("AddTaskPhiCorr.C");
   gROOT->LoadMacro("./AliAnalysisTaskHadronPhiCorr.cxx++g");
   //gROOT->LoadMacro("$ALICE_PHYSICS/OADB/macros/AddTaskPhysicsSelection.C");
   //gROOT->LoadMacro("$ALICE_PHYSICS/OADB/COMMON/MULTIPLICITY/macros/AddTaskMultSelection.C");
   //gROOT->LoadMacro("$ALICE_ROOT/ANALYSIS/macros/AddTaskPIDResponse.C");


    //switch on aliphysicsselection
    gInterpreter->ProcessLine(Form(".x %s", gSystem->ExpandPathName("$ALICE_PHYSICS/OADB/COMMON/MULTIPLICITY/macros/AddTaskMultSelection.C")));
    AliPhysicsSelectionTask* physSelTask = reinterpret_cast<AliPhysicsSelectionTask*>(gInterpreter->ProcessLine(Form(".x %s(kFALSE, kTRUE)", gSystem->ExpandPathName("$ALICE_PHYSICS/OADB/macros/AddTaskPhysicsSelection.C")))); 
    //Only set true for MC
    Bool_t isMC = kFALSE;
    gInterpreter->ProcessLine(Form(".x %s(kFALSE)", gSystem->ExpandPathName("$ALICE_ROOT/ANALYSIS/macros/AddTaskPIDResponse.C")));

    //create a task
    AliAnalysisTaskHadronPhiCorr_current *task1 = reinterpret_cast<AliAnalysisTaskHadronPhiCorr_current*>(gInterpreter->ProcessLine(Form(".x %s(kFALSE, 0.0, 20.0)", gSystem->ExpandPathName("AddTaskHadronPhiCorr_current.C"))));
    //AliAnalysisTaskHadronPhiCorr_current *task2 = reinterpret_cast<AliAnalysisTaskHadronPhiCorr_current*>(gInterpreter->ProcessLine(Form(".x %s(true, 10.0, 20.0)", gSystem->ExpandPathName("AddTaskHadronPhiCorr_current.C"))));
    //AliAnalysisTaskHadronPhiCorr_current *task3 = reinterpret_cast<AliAnalysisTaskHadronPhiCorr_current*>(gInterpreter->ProcessLine(Form(".x %s(kFALSE, 20.0, 40.0)", gSystem->ExpandPathName("AddTaskHadronPhiCorr_current.C"))));
    //AliAnalysisTaskHadronPhiCorr_current *task4 = reinterpret_cast<AliAnalysisTaskHadronPhiCorr_current*>(gInterpreter->ProcessLine(Form(".x %s(kTRUE, 40.0, 90.0)", gSystem->ExpandPathName("AddTaskHadronPhiCorr_current.C"))));

    task1->SetKaonEtaCut(0.8);
    task1->SetKaonTPCCut(3.0);
    task1->SetKaonTOFCut(3.0);
    task1->SetTOFVeto(kFALSE);
    task1->SetKaonTrkBit(1024);
    task1->SetAssocTrkBit(1024);
    task1->SetTrigTrkBit(AliAODTrack::kIsHybridGCG);
    task1->SetZVertexMin(-10.0);
    task1->SetZVertexMax(10.0);
    task1->SetZVertexNbins(10);
    task1->SetCentEstimator("V0A");


   if (!mgr->InitAnalysis())
     return;

   mgr->PrintStatus();
   //fprintf(stdout, "\n!!!!!!!!!!!!!\nAbout to launch analysis... \n");
   // Start analysis in grid.
   mgr->StartAnalysis(launch);
   //printf("\n!!!!!!!!!!!!!\nDone with StartAnalysis(launch)\n");
   fflush(stdout);
}
Beispiel #7
0
void runCPVAnalysis(const char *runmode = "full")
{
    // set if you want to run the analysis locally (kTRUE), or on grid (kFALSE)
    // Bool_t local = kFALSE;
     Bool_t local = kTRUE;
    // if you run on grid, specify test mode (kTRUE) or full grid model (kFALSE)
    // Bool_t gridTest = kTRUE;
    Bool_t gridTest = kFALSE;
    
    // since we will compile a class, tell root where to look for headers  
    gROOT->ProcessLine(".include $ROOTSYS/include");
    gROOT->ProcessLine(".include $ALICE_ROOT/include");

    // create the analysis manager
    AliAnalysisManager *mgr = new AliAnalysisManager("AnalysisTaskCPV");
    AliESDInputHandler *esdH = new AliESDInputHandler();
    mgr->SetInputEventHandler(esdH);


    //PID task
    gROOT->LoadMacro("$ALICE_ROOT/ANALYSIS/macros/AddTaskPIDResponse.C");
    AliAnalysisTask *taskPID =  AddTaskPIDResponse(/*Bool_t isMC=*/ kFALSE, /*Bool_t autoMCesd=*/kTRUE,
						   /*Bool_t tuneOnData=*/kTRUE);
    
    // // Add physics selection
    gROOT->LoadMacro("$ALICE_PHYSICS/OADB/macros/AddTaskPhysicsSelection.C");
    AliPhysicsSelectionTask* physSelTask = AddTaskPhysicsSelection();
    physSelTask->GetPhysicsSelection()->SetUseBXNumbers(kFALSE);// ---> ???
    
    // load the addtask macro
    gROOT->LoadMacro("AddTaskCPV.C");
    // create an instance of your analysis task
    AliAnalysisTaskCPV *task = AddTaskCPV();
    task->SetRCPV(428.3);
    task->SelectCollisionCandidates(AliVEvent::kINT7);

    if(!mgr->InitAnalysis()) return;
    mgr->SetDebugLevel(2);
    mgr->PrintStatus();
    mgr->SetUseProgressBar(1, 25);

    if(local) {
        // if you want to run locally, we need to define some input
        TChain* chain = new TChain("esdTree");
        // add a few files to the chain (change this so that your local files are added)
        TGrid::Connect("alien://");
        chain->Add("alien:///alice/data/2015/LHC15n/000244340/pass2/15000244340020.100/AliESDs.root");
        // start the analysis locally, reading the events from the tchain
        mgr->StartAnalysis("local", chain);
    } else {
        // if we want to run on grid, we create and configure the plugin
        AliAnalysisAlien *alienHandler = new AliAnalysisAlien();
	alienHandler->SetCheckCopy(kFALSE);
        // also specify the include (header) paths on grid
        alienHandler->AddIncludePath("-I. -I$ROOTSYS/include -I$ALICE_ROOT -I$ALICE_ROOT/include -I$ALICE_PHYSICS/include");
        // select the aliphysics version. all other packages
        // are LOADED AUTOMATICALLY!
        alienHandler->SetAliPhysicsVersion("vAN-20170215-1");
        // set the Alien API version
        alienHandler->SetAPIVersion("V1.1x");
        // select the input data
        alienHandler->SetGridDataDir("/alice/data/2015/LHC15n");
        alienHandler->SetDataPattern("/pass2/*/AliESDs.root");

	const Int_t runList[] = {244340, 244343};
	const Int_t nRuns = 2;
	// const Int_t runList[] = {244340, 244343, 244351, 244355, 244359, 
	// 			 244364, 244377, 244411, 244416, 244418, 
	// 			 244421, 244453, 244480, 244481, 244482, 
	// 			 244483, 244484, 244531, 244540, 244542, 
	// 			 244617, 244618, 244627, 244628};
	// const Int_t nRuns = 24;
        // MC has no prefix, data has prefix 000
        alienHandler->SetRunPrefix("000");
        // runnumber
	for (Int_t iRun=0; iRun<nRuns; iRun++) {
	  alienHandler->AddRunNumber(runList[iRun]);
	}
        // number of files per subjob
        alienHandler->SetSplitMaxInputFileNumber(50);
        alienHandler->SetExecutable("CPVTask.sh");
        // specify how many seconds your job may take
        alienHandler->SetTTL(36000);
        alienHandler->SetJDLName("CPVTask.jdl");

        alienHandler->SetOutputToRunNo(kTRUE);
        alienHandler->SetKeepLogs(kTRUE);
        // merging: run with kTRUE to merge on grid
        // after re-running the jobs in SetRunMode("terminate") 
        // (see below) mode, set SetMergeViaJDL(kFALSE) 
        // to collect final results
        alienHandler->SetMaxMergeStages(2);
        alienHandler->SetMergeViaJDL(kTRUE);

        // define the output folders
        alienHandler->SetGridWorkingDir("CPVWorkingDir");
        alienHandler->SetGridOutputDir("CPVOutputDir_R428");

        // connect the alien plugin to the manager
        mgr->SetGridHandler(alienHandler);
        if(gridTest) {
            // speficy on how many files you want to run
            alienHandler->SetNtestFiles(1);
            // and launch the analysis
            alienHandler->SetRunMode("test");
            mgr->StartAnalysis("grid");
        } else {
            // else launch the full grid analysis
            alienHandler->SetRunMode(runmode);
            mgr->StartAnalysis("grid");
        }
    }
}
Beispiel #8
0
//     const char*   cDataType      = "AOD",       // set the analysis type, AOD or ESD
//##################################################
AliAnalysisManager* EmcalJetCDF (
    const char*   cRunPeriod     = "LHC11d",    // set the run period
    const char*   cLocalFiles    = "data.txt",  // set the local list file
    const Int_t   arg_sel_chg    = 3145763,   // "mykEMC_noGA",  // physics selection
    const Int_t   arg_sel_full   = 3145763,   // "mykEMC_noGA",  // physics selection
    const Int_t   mgr_mode       = 0,         // local = 0, proof = 1, grid = 2, mixing = 3
    const Int_t   alien_mode     = 0,         // test = 0, offline = 1, submit = 2, merge = 3, full = 4
    const char*   cTaskName      = "CDFJets",   // sets name of task manager
    unsigned int  iNumFiles      = 100,         // numger of files to process from list file
    unsigned int  iNumEvents     = 999999999,   // number of events to be analyzed
    bool          bDoChargedJets = true,        // enable charge jets
    bool          bDoFullJets    = false        // enable full jets
) {
//Load needed libs
TString     ListLibs      = ""; // string list of loaded libs
TString     ListLibsExtra = ""; // string list of loaded extra libs
LoadLibs( ListLibs, ListLibsExtra );

AnalysisType  ManagerMode = static_cast<AnalysisType>(mgr_mode);
PluginType    PluginMode  = static_cast<PluginType>(alien_mode);

namespace CDF = PWGJE::EMCALJetTasks::AliAnalysisTaskEmcalJetCDF_NS; // shortcut to task namespace
unsigned int       kGridFilesPerJob         = iNumFiles;      // Maximum number of files per job (gives size of AOD)
unsigned int       kTTL                     = 64800 ;         // Time To Live; 18h = 64800; 12h = 43200

bool bDoBackgroundSubtraction = true;
bool bDoEmbedding = false;

// Embeded Configuration options
// Embedding files list
const TString embeddedFilesList = "aodFilesEmbed.txt";
// If true, events that are not selected in the PbPb will not be used for embedding.
// This ensures that good embedded events are not wasted on bad PbPb events.
const bool internalEventSelection = true;
// Do jet matching
const bool useJetTagger = true;


TString sGridMode ("test");
if ( PluginMode == PluginType::offline ) { sGridMode = "offline"; }
if ( PluginMode == PluginType::submit )  { sGridMode = "submit"; }
if ( PluginMode == PluginType::merge )   { sGridMode = "merge"; }
if ( PluginMode == PluginType::full )    { sGridMode = "full"; }
const char* cGridMode = sGridMode.Data();

TString sAnalysisType ("local");
if ( ManagerMode == AnalysisType::proof )  { sAnalysisType = "proof"; }
if ( ManagerMode == AnalysisType::grid )   { sAnalysisType = "grid"; }
if ( ManagerMode == AnalysisType::mixing ) { sAnalysisType = "mix"; }
const char* cAnalysisType = sAnalysisType.Data();

cout << std::endl << ">>>>>>>> ManagerMode : " << ManagerMode << " ; String value : " << cAnalysisType << std::endl << ">>>>>>>> PluginMode : " << PluginMode << " ; String value : " << cGridMode << std::endl << std::endl;

//---------------------------------------------------------------------------------------------
TRegexp false_regex ("[f,F][a,A][l,L][s,S][e,E]");
TRegexp true_regex ("[t,T][r,R][u,U][e,E]");
TRegexp enable_regex ("[e,E][n,N][a,A][b,B][l,L][e,E]");
TRegexp disable_regex ("[d,D][i,I][s,S][a,A][b,B][l,L][e,E]");

bool  bDoSample = false;
TString ENV_doSAMPLE = gSystem->Getenv("CDF_doSAMPLE");
if (!ENV_doSAMPLE.IsNull() && ( ENV_doSAMPLE.EqualTo("0") || ENV_doSAMPLE.Contains(false_regex) ) ) { bDoSample = kFALSE; }
if (!ENV_doSAMPLE.IsNull() && ( ENV_doSAMPLE.EqualTo("1") || ENV_doSAMPLE.Contains(true_regex)  ) ) { bDoSample = kTRUE; }

bool  bDoCDF    = true;
TString ENV_doCDF = gSystem->Getenv("CDF_doCDF");
if (!ENV_doCDF.IsNull() && ( ENV_doCDF.EqualTo("0") || ENV_doCDF.Contains(false_regex) ) ) { bDoCDF = kFALSE; }
if (!ENV_doCDF.IsNull() && ( ENV_doCDF.EqualTo("1") || ENV_doCDF.Contains(true_regex)  ) ) { bDoCDF = kTRUE; }

// ######   DEBUG    ######
Int_t           debug              =  0 ; // kFatal = 0, kError, kWarning, kInfo, kDebug, kMaxType
UInt_t          mgr_debug          =  0 ; // AliAnalysisManager debug level
UInt_t          kUseSysInfo        =  0 ; // activate debugging

TString ENV_DEBUG = gSystem->Getenv("CDF_DEBUG");
if (!ENV_DEBUG.IsNull() && ENV_DEBUG.IsDigit() ) { debug = ENV_DEBUG.Atoi(); }

TString ENV_DEBUG_MGR = gSystem->Getenv("CDF_DEBUG_MGR");
if (!ENV_DEBUG_MGR.IsNull() && ENV_DEBUG_MGR.IsDigit() ) { mgr_debug = ENV_DEBUG_MGR.Atoi(); }

TString ENV_NSYSINFO = gSystem->Getenv("CDF_NSYSINFO");
if (!ENV_NSYSINFO.IsNull() && ENV_NSYSINFO.IsDigit() ) { kUseSysInfo = ENV_NSYSINFO.Atoi(); }

if ( debug == 0 ) { AliLog::SetGlobalLogLevel ( AliLog::kFatal   ); }
if ( debug == 1 ) { AliLog::SetGlobalLogLevel ( AliLog::kError   ); }
if ( debug == 2 ) { AliLog::SetGlobalLogLevel ( AliLog::kWarning ); }
if ( debug == 3 ) { AliLog::SetGlobalLogLevel ( AliLog::kInfo    ); }
if ( debug >= 4 ) { AliLog::SetGlobalLogLevel ( AliLog::kDebug   ); }

// Progress bar
Bool_t bUseProgBar = kFALSE; // N.B. !! if true will set fDebug to 0
TString ENV_USEPROGBAR = gSystem->Getenv("PROGRESSBAR");
if (!ENV_USEPROGBAR.IsNull() && ( ENV_USEPROGBAR.EqualTo("1") || ENV_USEPROGBAR.Contains(true_regex) ) )  { bUseProgBar = kTRUE; }

//##################################################
//        AliEN plugin variables
//##################################################
const char* curdir = gSystem->BaseName(gSystem->pwd());
TString     kJobTag (curdir);

TString execArgs (" -l -b -q -x");
TString exec =
//               "aliroot";
              "root.exe";

TString     kPluginExecutableCommand = exec + execArgs;

TString     kAliPhysicsVersion       = "vAN-20190304-1";

// == grid plugin files rules
TString     kGridExtraFiles          = ""; // extra files that will be added to the input list in the JDL
TString     kGridMergeExclude        = "AliAOD.root AliAOD.Jets.root"; // Files that should not be merged
TString     kGridOutputStorages      = "disk=2"; // Make replicas on the storages

// FILES USED IN MACRO
TString     kCommonOutputFileName    = "AnalysisResults.root";

//--------------------
//   PROOF SETTINGS
//--------------------
TString kAAF        = "";
Int_t   kProofReset = 0; (void)kProofReset;
Int_t   kWorkers    = 20; (void)kWorkers;
Int_t   kCores      = 8  ; (void)kCores;
// AliRoot mode among the list supported by the proof cluster.
// TString     kAlirootMode             = "ALIROOT";     // STEERBase,ESD,AOD,ANALYSIS,ANALYSISalice (default aliroot mode)

//############################################################
// const AliAnalysisTaskEmcal::EDataType_t kAod = AliAnalysisTaskEmcal::kAOD;
// const AliAnalysisTaskEmcal::EDataType_t kEsd = AliAnalysisTaskEmcal::kESD;

const AliJetContainer::EJetType_t    fulljet = AliJetContainer::kFullJet;
const AliJetContainer::EJetType_t     chgjet = AliJetContainer::kChargedJet;
const AliJetContainer::EJetAlgo_t     antikt = AliJetContainer::antikt_algorithm;
const AliJetContainer::EJetAlgo_t         kt = AliJetContainer::kt_algorithm;
const AliJetContainer::ERecoScheme_t  recomb = AliJetContainer::pt_scheme;

// kTPC, kTPCfid, kEMCAL, kEMCALfid, kDCAL, kDCALfid, kDCALonly, kDCALonlyfid, kPHOS, kPHOSfid, kUser
const AliEmcalJet::JetAcceptanceType acc_chgjets  = AliEmcalJet::kTPCfid;
const AliEmcalJet::JetAcceptanceType acc_fulljets = AliEmcalJet::kEMCALfid;
//############################################################

// data source name
TString kDataSource (cLocalFiles);

// label of dataset from InputData.C
TString kGridDataSet ("");
if ( ManagerMode == AnalysisType::grid ) { kGridDataSet = kDataSource;}

//############################################################
// SETUP OF TRIGGERS
const AliEmcalPhysicsSelection::EOfflineEmcalTypes mykEMCAL  = AliEmcalPhysicsSelection::kEmcalOk;
const AliVEvent::EOfflineTriggerTypes  mykEMC             = static_cast<AliVEvent::EOfflineTriggerTypes>(AliVEvent::kEMC1 | AliVEvent::kEMC7 | AliVEvent::kEMC8 | AliVEvent::kEMCEJE | AliVEvent::kEMCEGA);
const AliVEvent::EOfflineTriggerTypes  mykEMC_noGA        = static_cast<AliVEvent::EOfflineTriggerTypes>(AliVEvent::kEMC1 | AliVEvent::kEMC7 | AliVEvent::kEMC8 | AliVEvent::kEMCEJE);

const AliVEvent::EOfflineTriggerTypes  mykMB              = AliVEvent::kAnyINT;
const AliVEvent::EOfflineTriggerTypes  mykMB_central      = static_cast<AliVEvent::EOfflineTriggerTypes>(AliVEvent::kAnyINT | AliVEvent::kCentral);
const AliVEvent::EOfflineTriggerTypes  mykMB_semicentral  = static_cast<AliVEvent::EOfflineTriggerTypes>(AliVEvent::kAnyINT | AliVEvent::kSemiCentral);
const AliVEvent::EOfflineTriggerTypes  mykMB_mostcentral  = static_cast<AliVEvent::EOfflineTriggerTypes>(AliVEvent::kAnyINT | AliVEvent::kCentral | AliVEvent::kSemiCentral);

AliVEvent::EOfflineTriggerTypes kPhysSel   = mykMB; //AliVEvent::kAnyINT; // physics selection
// AliVEvent::EOfflineTriggerTypes kSel_tasks = mykMB;

AliVEvent::EOfflineTriggerTypes kSel_chg   = static_cast<AliVEvent::EOfflineTriggerTypes>(arg_sel_chg);
AliVEvent::EOfflineTriggerTypes kSel_full  = static_cast<AliVEvent::EOfflineTriggerTypes>(arg_sel_full);

//############################################################
// Analysis manager
  AliAnalysisManager* pMgr = new AliAnalysisManager(cTaskName);
  pMgr->SetDebugLevel(mgr_debug);
  if ( kUseSysInfo > 0 ) { pMgr->SetNSysInfo ( kUseSysInfo ); }

  // actual runName in the form of LHCXXX....
  TString sRunName;
  Bool_t kIsAOD = kTRUE;
  AliAnalysisTaskEmcal::EDataType_t iDataType = AliAnalysisTaskEmcal::kAOD; // assuming default is to process AOD
  TString file;
  AliAnalysisAlien* plugin = NULL;
  if ( ManagerMode == AnalysisType::grid ) {  // start grid analysis
    // ( const char* gridMode, const char* tag, unsigned int nr_test_files, unsigned int TTL, const char* outdir, const char subworkdir, const char* extradirlvl);
    plugin = CreateAlienHandler(cGridMode, kJobTag.Data(), kGridFilesPerJob, kTTL);
    if ( !plugin ) { ::Error ( "runEMCalJetSampleTask.C - StartGridAnalysis", "plugin invalid" ); return NULL; }
    pMgr->SetGridHandler(plugin);

    // use this command to run the macro
    plugin->SetExecutableCommand(kPluginExecutableCommand.Data());

    // AliPhysics version.
    plugin->SetAliPhysicsVersion ( kAliPhysicsVersion.Data() ); // Here you can set the (Ali)PHYSICS version you want to use

    gROOT->LoadMacro("InputData.C");
    InputData(kGridDataSet);
    sRunName = CDF::GetPeriod( plugin->GetGridDataDir() );

    file = CDF::GetFileFromPath(plugin->GetDataPattern());
    if (file.Contains("AliESD")) { iDataType = AliAnalysisTaskEmcal::kESD; kIsAOD = kFALSE; }

    plugin->SetMergeExcludes(kGridMergeExclude.Data());
    }

  if ( ManagerMode == AnalysisType::local ) { // start local analysis
    if ( kDataSource.IsNull() ) { Printf("You need to provide the list of local files!"); return NULL; }
    TChain* pChain = CDF::CreateChain(kDataSource.Data(), "auto", "", iNumFiles);
    if (!pChain) { std::cout << ">>>>>>>>>>>>>>   CHAIN NOT CREATED   <<<<<<<<<<<<<<" << std::endl; return NULL; }
    Printf("Setting local analysis for %d files from list %s, max events = %d", iNumFiles, kDataSource.Data(), iNumEvents);

    // get the path of first file
    file = pChain->GetFile()->GetEndpointUrl()->GetUrl();
    sRunName = CDF::GetPeriod(file.Data()); // get the run name : first token beggining with lhc
    if ( CDF::GetFileFromPath(file).Contains("AliESD") ) { iDataType = AliAnalysisTaskEmcal::kESD; kIsAOD = kFALSE; }
    }

  TString sDataType ("AOD");
  if (!kIsAOD) { sDataType = "ESD"; }
  std::cout << ">>> Analysis data type : " << sDataType.Data() << std::endl;

  // name of de period (for MC is the name of "achored to" production)
  TString sRunPeriod (cRunPeriod);
  sRunPeriod.ToLower();

  bool isMC = false;
  isMC = CDF::PeriodIsMC(sRunName.Data());

  // EMCAL corrections task configuration file
  TString EMCALcfg ("CDF_CorrectionsConf.yaml");
  if (isMC) {EMCALcfg = "CDF_MC_CorrectionsConf.yaml";}

  if ( !kGridExtraFiles.IsNull() ) {kGridExtraFiles += " ";}
  kGridExtraFiles += EMCALcfg;

  AliAnalysisTaskEmcal::BeamType iBeamType = AliAnalysisTaskEmcal::kpp;
  Bool_t bIsRun2 = kFALSE;

  if (sRunPeriod.Length() == 6 && (sRunPeriod.BeginsWith("lhc15") || sRunPeriod.BeginsWith("lhc16") || sRunPeriod.BeginsWith("lhc17") || sRunPeriod.BeginsWith("lhc18") ) ) { bIsRun2 = kTRUE; }

  if (sRunPeriod == "lhc10h" || sRunPeriod == "lhc11h" || sRunPeriod == "lhc15o" || sRunPeriod == "lhc17n" )                            { iBeamType = AliAnalysisTaskEmcal::kAA; }
  if (sRunPeriod == "lhc12g" || sRunPeriod == "lhc13b" || sRunPeriod == "lhc13c" || sRunPeriod == "lhc13d" || sRunPeriod == "lhc13e" ||
      sRunPeriod == "lhc13f" || sRunPeriod == "lhc16q" || sRunPeriod == "lhc16r" || sRunPeriod == "lhc16s" || sRunPeriod == "lhc16t" )  { iBeamType = AliAnalysisTaskEmcal::kpA; }

  Double_t kGhostArea = 0.01;
  if (iBeamType != AliAnalysisTaskEmcal::kpp) { kGhostArea = 0.005; }

  AliTrackContainer::SetDefTrackCutsPeriod(sRunPeriod);
  Printf("Default track cut period set to: %s", AliTrackContainer::GetDefTrackCutsPeriod().Data());

  Bool_t bDoEmcalCorrections  = kFALSE;
  if (bDoFullJets) { bDoEmcalCorrections  = kTRUE; }

// ###   Containers and string definitions
  TString name_tracks   = "usedefault";
  TString name_clusters = "usedefault";
  TString name_cells    = "usedefault";
  // Set centrality estimator for centrality task
  TString cent_est_chg  = "V0M" ;
  TString cent_est_full = "V0M" ;

  TString mc_container ("");
  if (isMC) { mc_container = "mcparticles"; }

/*
  // General input object names
  TString tracksName             = AliEmcalContainerUtils::DetermineUseDefaultName(AliEmcalContainerUtils::kTrack);
  TString clustersName           = AliEmcalContainerUtils::DetermineUseDefaultName(AliEmcalContainerUtils::kCluster);
  TString emcalCellsName         = AliEmcalContainerUtils::DetermineUseDefaultName(AliEmcalContainerUtils::kCaloCells);
  // Combined (PbPb + embedded det level)
  TString emcalCellsCombined = emcalCellsName + "Combined";
  TString clustersCombined = clustersName + "Combined";
*/

//##########################
//   TASKS DEFINITIONS   ###
//##########################
  AliAODInputHandler* pAODHandler = NULL;
  AliESDInputHandler* pESDHandler = NULL;
  if (kIsAOD)
    { pAODHandler = AliAnalysisTaskEmcal::AddAODHandler(); }
  else
    { pESDHandler = AliAnalysisTaskEmcal::AddESDHandler(); }

  // CDBconnect task
  AliTaskCDBconnect* taskCDB = AliTaskCDBconnect::AddTaskCDBconnect();
  taskCDB->SetFallBackToRaw(kTRUE); // Needed for the moment as not all grid sites do support cvmfs OCDB for the moment
  if (!taskCDB) { std::cout << "--------->>>>  taskCDB :: could not connect!!!! CHECK CVMFS" << std::endl; return NULL;}

  // Physics selection task
  AliPhysicsSelectionTask* pPhysSelTask = NULL;
  if (!kIsAOD) {
    // signature : (Bool_t mCAnalysisFlag = kFALSE, Bool_t applyPileupCuts = kFALSE, UInt_t deprecatedFlag2 = 0, Bool_t useSpecialOutput=kFALSE)
    pPhysSelTask = AliPhysicsSelectionTask::AddTaskPhysicsSelection();
    }

  // Centrality task
  // The Run 2 condition is too restrictive, but until the switch to MultSelection is complete, it is the best we can do
  AliCentralitySelectionTask* pCentralityTask = NULL;
  if ( !kIsAOD && (iBeamType != AliAnalysisTaskEmcal::kpp && bIsRun2) ) {
    //signature : (Bool_t fillHistos=kTRUE, Bool_t aod=kFALSE)
    pCentralityTask = AliCentralitySelectionTask::AddTaskCentrality(kFALSE, kIsAOD);
    pCentralityTask->SelectCollisionCandidates(AliVEvent::kAny);
    }

  // AliMultSelection
  AliMultSelectionTask* pMultSelTask = NULL;
  if (bIsRun2) {
    // signature : ( Bool_t lCalibration = kFALSE, TString lExtraOptions = "", Int_t lNDebugEstimators = 1, const TString lMasterJobSessionFlag = "")
    pMultSelTask = AliMultSelectionTask::AddTaskMultSelection();
    pMultSelTask->SelectCollisionCandidates(AliVEvent::kAny);
    }

  // Embedding task
  if (bDoEmbedding) {
    // Debug options
    //AliLog::SetClassDebugLevel("AliAnalysisTaskEmcalEmbeddingHelper", AliLog::kDebug+0);

    // Setup embedding task
    AliAnalysisTaskEmcalEmbeddingHelper * embeddingHelper = AliAnalysisTaskEmcalEmbeddingHelper::AddTaskEmcalEmbeddingHelper();
    embeddingHelper->SelectCollisionCandidates(kPhysSel);
    // The pt hard bin should be set via the filenames in this file
    // If using a file pattern, it could be configured via embeddingHelper->SetPtHardBin(ptHardBin);
    embeddingHelper->SetFileListFilename(embeddedFilesList.Data());

    // Some example settings for LHC12a15e_fix (anchored to LHC11h)
    embeddingHelper->SetNPtHardBins(11);
    embeddingHelper->SetMCRejectOutliers();

    // Setup internal event selection and additional configuration options
    embeddingHelper->SetConfigurationPath("EmbeddingConfigurationExample.yaml");

    // Initialize the task to complete the setup.
    embeddingHelper->Initialize();
    }

  // EMCal corrections
  AliEmcalCorrectionTask* correctionTask = NULL;
  if (bDoEmcalCorrections) {
    // Configuration of the Correction Task is handled via a YAML file, which is setup below
    // signature : (TString suffix)
    correctionTask = AliEmcalCorrectionTask::AddTaskEmcalCorrectionTask();
//  correctionTask = AliEmcalCorrectionTask::ConfigureEmcalCorrectionTaskOnLEGOTrain(suffix);
    correctionTask->SelectCollisionCandidates(kPhysSel);
    correctionTask->SetUseNewCentralityEstimation(bIsRun2);
    correctionTask->SetForceBeamType(static_cast<AliEmcalCorrectionTask::BeamType>(iBeamType));

    // Configure and initialize
    correctionTask->SetUserConfigurationFilename( EMCALcfg.Data() );
    //correctionTask->SetUserConfigurationFilename("alien:///alice/cern.ch/user/m/mfasel/EMCALCorrectionConfig/ConfigDataPWGJEhighClusterThresholds.yaml");
    correctionTask->Initialize(true);

    }

//     TObjArray correctionTasks;
//
//     // Create the Correction Tasks
//     // "data" corresponds to the PbPb level
//     // "embed" corresponds to the embedded detector level
//     // "combined" corresponds to the hybrid (PbPb + embedded detector) level
//     correctionTasks.Add(AliEmcalCorrectionTask::AddTaskEmcalCorrectionTask("data"));
//     correctionTasks.Add(AliEmcalCorrectionTask::AddTaskEmcalCorrectionTask("embed"));
//     // It is important that combined is last!
//     correctionTasks.Add(AliEmcalCorrectionTask::AddTaskEmcalCorrectionTask("combined"));
//
//     // Loop over all of the correction tasks to configure them
//     AliEmcalCorrectionTask * tempCorrectionTask = 0;
//     TIter next(&correctionTasks);
//     while (( tempCorrectionTask = static_cast<AliEmcalCorrectionTask *>(next()))) {
//       tempCorrectionTask->SelectCollisionCandidates(kPhysSel);
//       // Configure centrality
//       tempCorrectionTask->SetNCentBins(5);
//       tempCorrectionTask->SetUseNewCentralityEstimation(bIsRun2);
//       tempCorrectionTask->SetUserConfigurationFilename("$ALICE_PHYSICS/PWGJE/EMCALJetTasks/macros/EMCalCorrectionTaskEmbeddingExample.yaml");
//
//       tempCorrectionTask->Initialize(true);
//       }

  // Background
  TString sRhoChName;
  TString sRhoFuName;
  AliAnalysisTaskRho* pRhoTask = NULL;
  if ( bDoBackgroundSubtraction && iBeamType != AliAnalysisTaskEmcal::kpp ) {
    sRhoChName = "Rho";
    sRhoFuName = "Rho_Scaled";

    AliEmcalJetTask* pKtChJetTask = AliEmcalJetTask::AddTaskEmcalJet(name_tracks.Data(), "", kt, 0.4, chgjet, 0.15, 0, kGhostArea, recomb, "Jet", 0., kFALSE, kFALSE);
    pKtChJetTask->SelectCollisionCandidates(kPhysSel);

    //signature :
    // const char* nTracks = "usedefault", const char* nClusters = "usedefault", const char* nRho = "Rho", Double_t jetradius = 0.2, UInt_t acceptance = AliEmcalJet::kTPCfid,
    // AliJetContainer::EJetType_t jetType = AliJetContainer::kChargedJet, const Bool_t histo = kFALSE, AliJetContainer::ERecoScheme_t rscheme = AliJetContainer::pt_scheme, const char* suffix = ""
    pRhoTask = AliAnalysisTaskRho::AddTaskRhoNew(name_tracks.Data(), name_clusters.Data(), sRhoChName, 0.4);
    pRhoTask->SetExcludeLeadJets(2);
    pRhoTask->SelectCollisionCandidates(kPhysSel);
    pRhoTask->SetRecycleUnusedEmbeddedEventsMode(internalEventSelection);

    if (bDoFullJets) {
      TString sFuncPath = "alien:///alice/cern.ch/user/s/saiola/LHC11h_ScaleFactorFunctions.root";
      TString sFuncName = "LHC11h_HadCorr20_ClustersV2";
      pRhoTask->LoadRhoFunction(sFuncPath, sFuncName);
      }
    }

  // Find Charged jets
  AliEmcalJetTask* pChJet02Task = NULL;
  AliEmcalJetTask* pChJet04Task = NULL;
  AliEmcalJetTask* pChJet02Task_MC = NULL;
  AliEmcalJetTask* pChJet04Task_MC = NULL;
  if (bDoChargedJets) {
    pChJet02Task = AliEmcalJetTask::AddTaskEmcalJet(name_tracks.Data(), "", antikt, 0.2, chgjet, 0.15, 0, kGhostArea, recomb, "Jet", 1., kFALSE, kFALSE);
    pChJet02Task->SelectCollisionCandidates(kSel_chg);

    pChJet04Task = AliEmcalJetTask::AddTaskEmcalJet(name_tracks.Data(), "", antikt, 0.4, chgjet, 0.15, 0, kGhostArea, recomb, "Jet", 1., kFALSE, kFALSE);
    pChJet04Task->SelectCollisionCandidates(kSel_chg);

    if (isMC) {
      pChJet02Task_MC = AliEmcalJetTask::AddTaskEmcalJet(mc_container.Data(), "", antikt, 0.2, chgjet, 0.15, 0, kGhostArea, recomb, "Jet", 1., kFALSE, kFALSE);
      pChJet02Task_MC->SelectCollisionCandidates(kSel_chg);
      if (bDoEmbedding) {
        pChJet02Task_MC->SetRecycleUnusedEmbeddedEventsMode(internalEventSelection);
        AliParticleContainer* partLevelTracks02Task_MC = pChJet02Task_MC->GetParticleContainer(0);
        // Called Embedded, but really just means get from an external event!
        partLevelTracks02Task_MC->SetIsEmbedding(kTRUE);
        }

      pChJet04Task_MC = AliEmcalJetTask::AddTaskEmcalJet(mc_container.Data(), "", antikt, 0.4, chgjet, 0.15, 0, kGhostArea, recomb, "Jet", 1., kFALSE, kFALSE);
      pChJet04Task_MC->SelectCollisionCandidates(kSel_chg);
      if (bDoEmbedding) {
        pChJet04Task_MC->SetRecycleUnusedEmbeddedEventsMode(internalEventSelection);
        AliParticleContainer* partLevelTracks04Task_MC = pChJet04Task_MC->GetParticleContainer(0);
        // Called Embedded, but really just means get from an external event!
        partLevelTracks04Task_MC->SetIsEmbedding(kTRUE);
        }
      } // isMC
    } // bDoChargedJets

  // Find Full jets
  AliEmcalJetTask* pFuJet02Task = NULL;
  AliEmcalJetTask* pFuJet04Task = NULL;
  AliEmcalJetTask* pFuJet02Task_MC = NULL;
  AliEmcalJetTask* pFuJet04Task_MC = NULL;
  if (bDoFullJets) {
    pFuJet02Task = AliEmcalJetTask::AddTaskEmcalJet(name_tracks.Data(), name_clusters.Data(), antikt, 0.2, fulljet, 0.15, 0.30, kGhostArea, recomb, "Jet", 1., kFALSE, kFALSE);
    pFuJet02Task->SelectCollisionCandidates(kSel_full);
    pFuJet02Task->GetClusterContainer(0)->SetDefaultClusterEnergy(AliVCluster::kHadCorr);

    pFuJet04Task = AliEmcalJetTask::AddTaskEmcalJet(name_tracks.Data(), name_clusters.Data(), antikt, 0.4, fulljet, 0.15, 0.30, kGhostArea, recomb, "Jet", 1., kFALSE, kFALSE);
    pFuJet04Task->SelectCollisionCandidates(kSel_full);
    pFuJet04Task->GetClusterContainer(0)->SetDefaultClusterEnergy(AliVCluster::kHadCorr);

    if (isMC) {
      pFuJet02Task_MC = AliEmcalJetTask::AddTaskEmcalJet(mc_container.Data(), name_clusters.Data(), antikt, 0.2, fulljet, 0.15, 0, kGhostArea, recomb, "Jet", 1., kFALSE, kFALSE);
      pFuJet02Task_MC->SelectCollisionCandidates(kSel_chg);
      if (bDoEmbedding) {
        pFuJet02Task_MC->SetRecycleUnusedEmbeddedEventsMode(internalEventSelection);
        AliParticleContainer* partLevelTracks02Task_MC = pFuJet02Task_MC->GetParticleContainer(0);
        // Called Embedded, but really just means get from an external event!
        partLevelTracks02Task_MC->SetIsEmbedding(kTRUE);
        }

      pFuJet04Task_MC = AliEmcalJetTask::AddTaskEmcalJet(mc_container.Data(), name_clusters.Data(), antikt, 0.4, fulljet, 0.15, 0, kGhostArea, recomb, "Jet", 1., kFALSE, kFALSE);
      pFuJet04Task_MC->SelectCollisionCandidates(kSel_chg);
      pFuJet04Task_MC->SetRecycleUnusedEmbeddedEventsMode(internalEventSelection);
      if (bDoEmbedding) {
        pFuJet04Task_MC->SetRecycleUnusedEmbeddedEventsMode(internalEventSelection);
        AliParticleContainer* partLevelTracks04Task_MC = pFuJet04Task_MC->GetParticleContainer(0);
        // Called Embedded, but really just means get from an external event!
        partLevelTracks04Task_MC->SetIsEmbedding(kTRUE);
        }
      } // isMC
    } // bDoFullJets

////////////////////////
//   ANALYSIS TASKS   //
////////////////////////

  // Sample task - charge jets
  AliAnalysisTaskEmcalJetSample* sampleTaskchg = NULL;
  if (bDoSample && bDoChargedJets) {
    sampleTaskchg = AliAnalysisTaskEmcalJetSample::AddTaskEmcalJetSample(name_tracks.Data(), "", "", "SMPCHG");
    sampleTaskchg->SetHistoBins(600, 0, 300);
    sampleTaskchg->SelectCollisionCandidates(kSel_chg);
    sampleTaskchg->SetDebugLevel(debug);

    AliParticleContainer* sampleTaskchg_partCont = sampleTaskchg->GetParticleContainer(0);
    sampleTaskchg_partCont->SetParticlePtCut(0.15);

    if (bDoEmbedding) { sampleTaskchg_partCont->SetIsEmbedding(kTRUE); }

    if ( pMultSelTask ) {
      sampleTaskchg->SetUseNewCentralityEstimation(bIsRun2);
      sampleTaskchg->SetNCentBins(5);
      }
    }

  // Sample task - full jets
  AliAnalysisTaskEmcalJetSample* sampleTaskfull = NULL;
  if (bDoSample && bDoFullJets) {
    sampleTaskfull = AliAnalysisTaskEmcalJetSample::AddTaskEmcalJetSample(name_tracks.Data(), name_clusters.Data(), name_cells.Data(), "SMPFULL");
    sampleTaskfull->SetHistoBins(600, 0, 300);
    sampleTaskfull->SelectCollisionCandidates(kSel_full);
    sampleTaskfull->SetDebugLevel(debug);

    AliParticleContainer* sampleTaskfull_partCont = sampleTaskfull->GetParticleContainer(0);
    sampleTaskfull_partCont->SetParticlePtCut(0.15);

    AliClusterContainer* sampleTaskfull_clusCont = sampleTaskfull->GetClusterContainer(0);
    sampleTaskfull_clusCont->SetClusECut(0.);
    sampleTaskfull_clusCont->SetClusPtCut(0.);
    sampleTaskfull_clusCont->SetClusNonLinCorrEnergyCut(0.);
    sampleTaskfull_clusCont->SetClusHadCorrEnergyCut(0.30);
    sampleTaskfull_clusCont->SetDefaultClusterEnergy(AliVCluster::kHadCorr);

    if (bDoEmbedding) {
      sampleTaskfull_partCont->SetIsEmbedding(kTRUE);
      sampleTaskfull_clusCont->SetIsEmbedding(kTRUE);
      }

    if ( pMultSelTask ) {
      sampleTaskfull->SetUseNewCentralityEstimation(bIsRun2);
      sampleTaskfull->SetNCentBins(5);
      }
    }


  //###   CDF task - charged jets
  AliAnalysisTaskEmcalJetCDF* anaTaskCDFchg = NULL;
  AliAnalysisTaskEmcalJetCDF* anaTaskCDFchg_MC = NULL;
  if (bDoCDF && bDoChargedJets) {
    anaTaskCDFchg = CDF::AddTaskEmcalJetCDF ( name_tracks.Data(), "", "", "", "CDFchg" );
    anaTaskCDFchg->SetHistoBins(600, 0, 300);
    anaTaskCDFchg->SelectCollisionCandidates(kSel_chg);
    anaTaskCDFchg->SetDebugLevel(debug);

    AliParticleContainer* anaTaskCDFchg_partCont = anaTaskCDFchg->GetParticleContainer(0);
    anaTaskCDFchg_partCont->SetParticlePtCut(0.15);

    if (bDoEmbedding) { anaTaskCDFchg_partCont->SetIsEmbedding(kTRUE); }

    if ( pMultSelTask ) {
      anaTaskCDFchg->SetUseNewCentralityEstimation(bIsRun2);
      anaTaskCDFchg->SetNCentBins(5);
      anaTaskCDFchg->SetCentralityEstimator(cent_est_chg.Data());
      }

    //#################################################
    if (isMC){
      anaTaskCDFchg_MC = CDF::AddTaskEmcalJetCDF ( mc_container.Data(), "", "", "", "CDFchgMC" );
      anaTaskCDFchg_MC->SetHistoBins(600, 0, 300);
      anaTaskCDFchg_MC->SelectCollisionCandidates(kSel_chg);
      anaTaskCDFchg_MC->SetDebugLevel(debug);

      AliParticleContainer* anaTaskCDFchg_partCont_MC = anaTaskCDFchg_MC->GetMCParticleContainer(0);
      anaTaskCDFchg_partCont->SetParticlePtCut(0.15);

      if (bDoEmbedding) { anaTaskCDFchg_partCont_MC->SetIsEmbedding(kTRUE); }

      if ( pMultSelTask ) {
        anaTaskCDFchg_MC->SetUseNewCentralityEstimation(bIsRun2);
        anaTaskCDFchg_MC->SetNCentBins(5);
        anaTaskCDFchg_MC->SetCentralityEstimator(cent_est_chg.Data());
        }
      }
    }

  //###   CDF task - full jets
  AliAnalysisTaskEmcalJetCDF* anaTaskCDFfull = NULL;
  if (bDoCDF && bDoFullJets) {
    anaTaskCDFfull = CDF::AddTaskEmcalJetCDF ( name_tracks.Data(), name_clusters.Data(), name_cells.Data(), mc_container.Data(), "CDFfull" );
    anaTaskCDFfull->SetHistoBins(600, 0, 300);
    anaTaskCDFfull->SelectCollisionCandidates(kSel_full);
    anaTaskCDFfull->SetDebugLevel(debug);

    AliParticleContainer* anaTaskCDFfull_partCont = anaTaskCDFfull->GetParticleContainer(0);
    anaTaskCDFfull_partCont->SetParticlePtCut(0.15);

    AliClusterContainer* anaTaskCDFfull_clusCont = anaTaskCDFfull->GetClusterContainer(0);
    anaTaskCDFfull_clusCont->SetClusECut(0.);
    anaTaskCDFfull_clusCont->SetClusPtCut(0.);
    anaTaskCDFfull_clusCont->SetClusNonLinCorrEnergyCut(0.);
    anaTaskCDFfull_clusCont->SetClusHadCorrEnergyCut(0.30);
    anaTaskCDFfull_clusCont->SetDefaultClusterEnergy(AliVCluster::kHadCorr);

    if (bDoEmbedding) {
      anaTaskCDFfull_partCont->SetIsEmbedding(kTRUE);
      anaTaskCDFfull_clusCont->SetIsEmbedding(kTRUE);
      }

    if ( pMultSelTask ) {
      anaTaskCDFfull->SetUseNewCentralityEstimation(bIsRun2);
      anaTaskCDFfull->SetNCentBins(5);
      anaTaskCDFfull->SetCentralityEstimator(cent_est_full.Data());
      }
    }

//########################
//   ANALYSIS TASKS - CONTAINERS SETUP
//########################

//   AliEmcalJetTask* pChJet02Task_MC = NULL;
//   AliEmcalJetTask* pChJet04Task_MC = NULL;

// add jet containers to CDF task for charged jets
  if (bDoChargedJets && bDoCDF) {
    AliJetContainer* jetcont_chg = NULL;
    for ( Float_t fi = 0 ; fi<=100 ; fi+=10) {
      // CHG JETS 0.2
      jetcont_chg  = anaTaskCDFchg->AddJetContainer(chgjet, antikt, recomb, 0.2, acc_chgjets, "Jet");
      CDF::jetContSetParams (jetcont_chg,    fi,   fi+10, 0, 0);

      // CHG JETS 0.4
      jetcont_chg  = anaTaskCDFchg->AddJetContainer(chgjet, antikt, recomb, 0.4, acc_chgjets, "Jet");
      CDF::jetContSetParams (jetcont_chg,    fi,   fi+10, 0, 0);

      if (isMC) {
        // CHG JETS MC 0.2
        jetcont_chg = AddJetContainerJetTask(dynamic_cast<AliAnalysisTaskEmcalJetCDF*>(anaTaskCDFchg_MC), pChJet02Task_MC, acc_chgjets);
        CDF::jetContSetParams (jetcont_chg,    fi,   fi+10, 0, 0);

        // CHG JETS MC 0.4
        jetcont_chg = AddJetContainerJetTask(dynamic_cast<AliAnalysisTaskEmcalJetCDF*>(anaTaskCDFchg_MC), pChJet04Task_MC, acc_chgjets);
        CDF::jetContSetParams (jetcont_chg,    fi,   fi+10, 0, 0);
        }
      }

    jetcont_chg   = anaTaskCDFchg->AddJetContainer(chgjet, antikt, recomb, 0.2, acc_chgjets, "Jet");
    CDF::jetContSetParams (jetcont_chg,     1., 500., 0, 0);
    jetcont_chg   = anaTaskCDFchg->AddJetContainer(chgjet, antikt, recomb, 0.4, acc_chgjets, "Jet");
    CDF::jetContSetParams (jetcont_chg,     1., 500., 0, 0);

    if (isMC) {
      jetcont_chg = AddJetContainerJetTask(dynamic_cast<AliAnalysisTaskEmcalJetCDF*>(anaTaskCDFchg_MC), pChJet02Task_MC, acc_chgjets);
      CDF::jetContSetParams (jetcont_chg,     1., 500., 0, 0);

      jetcont_chg = AddJetContainerJetTask(dynamic_cast<AliAnalysisTaskEmcalJetCDF*>(anaTaskCDFchg_MC), pChJet04Task_MC, acc_chgjets);
      CDF::jetContSetParams (jetcont_chg,     1., 500., 0, 0);
      }

    jetcont_chg = NULL;
    }

  // add jet containers to CDF task for full jets
  if (bDoFullJets && bDoCDF) {
    AliJetContainer* jetcont_full = NULL;
    for ( Float_t fi = 0 ; fi<=100 ; fi+=10) {
      // FULL JETS 0.2
      jetcont_full  = anaTaskCDFfull->AddJetContainer(fulljet, antikt, recomb, 0.2, acc_fulljets, "Jet");
      CDF::jetContSetParams (jetcont_full,    fi,   fi+10, 0, 2);

      // FULL JETS 0.4
      jetcont_full  = anaTaskCDFfull->AddJetContainer(fulljet, antikt, recomb, 0.4, acc_fulljets, "Jet");
      CDF::jetContSetParams (jetcont_full,    fi,   fi+10, 0, 2);

      if (isMC) {
        // CHG JETS MC 0.2
        jetcont_full = AddJetContainerJetTask(dynamic_cast<AliAnalysisTaskEmcalJetCDF*>(anaTaskCDFfull_MC), pFuJet02Task_MC, acc_fulljets);
        CDF::jetContSetParams (jetcont_full,    fi,   fi+10, 0, 0);

        // CHG JETS MC 0.4
        jetcont_full = AddJetContainerJetTask(dynamic_cast<AliAnalysisTaskEmcalJetCDF*>(anaTaskCDFfull_MC), pFuJet04Task_MC, acc_fulljets);
        CDF::jetContSetParams (jetcont_full,    fi,   fi+10, 0, 0);
        }
      }

    jetcont_full   = anaTaskCDFfull->AddJetContainer(fulljet, antikt, recomb, 0.2, acc_fulljets, "Jet");
    CDF::jetContSetParams (jetcont_full,     1., 500., 0, 2);

    jetcont_full   = anaTaskCDFfull->AddJetContainer(fulljet, antikt, recomb, 0.4, acc_fulljets, "Jet");
    CDF::jetContSetParams (jetcont_full,     1., 500., 0, 2);

    if (isMC) {
      jetcont_full = AddJetContainerJetTask(dynamic_cast<AliAnalysisTaskEmcalJetCDF*>(anaTaskCDFfull_MC), pFuJet02Task_MC, acc_fulljets);
      CDF::jetContSetParams (jetcont_full,     1., 500., 0, 0);

      jetcont_full = AddJetContainerJetTask(dynamic_cast<AliAnalysisTaskEmcalJetCDF*>(anaTaskCDFfull_MC), pFuJet04Task_MC, acc_fulljets);
      CDF::jetContSetParams (jetcont_full,     1., 500., 0, 0);
      }
    jetcont_full = NULL;
    }

  // add jet containers to sample task for charged jets
  if (bDoChargedJets && bDoSample) {
    AliJetContainer* jetCont02chg_sample = sampleTaskchg->AddJetContainer(chgjet, antikt, recomb, 0.2, acc_chgjets, "Jet");
    AliJetContainer* jetCont04chg_sample = sampleTaskchg->AddJetContainer(chgjet, antikt, recomb, 0.4, acc_chgjets, "Jet");

    if (iBeamType != AliAnalysisTaskEmcal::kpp) {
      jetCont02chg_sample->SetRhoName(sRhoChName);
      jetCont02chg_sample->SetPercAreaCut(0.6);

      jetCont04chg_sample->SetRhoName(sRhoChName);
      jetCont04chg_sample->SetPercAreaCut(0.6);
      }
    }

  // add jet containers to sample task for full jets
  if (bDoFullJets && bDoSample) {
    AliJetContainer* jetCont02full_sample = sampleTaskfull->AddJetContainer(fulljet, antikt, recomb, 0.2, acc_fulljets, "Jet");
    AliJetContainer* jetCont04full_sample = sampleTaskfull->AddJetContainer(fulljet, antikt, recomb, 0.4, acc_fulljets, "Jet");

    if (iBeamType != AliAnalysisTaskEmcal::kpp) {
      jetCont02full_sample->SetRhoName(sRhoFuName);
      jetCont02full_sample->SetPercAreaCut(0.6);

      jetCont04full_sample->SetRhoName(sRhoFuName);
      jetCont04full_sample->SetPercAreaCut(0.6);
      }
    }


  TObjArray* tasks_list = pMgr->GetTasks(); TIter task_iter (tasks_list); AliAnalysisTaskSE* task = NULL;
  while (( task = dynamic_cast<AliAnalysisTaskSE*>(task_iter.Next()) )) {
    if (task->InheritsFrom("AliAnalysisTaskEmcal")) {
      Printf("Setting beam type %d for task %s", iBeamType, static_cast<AliAnalysisTaskEmcal*>(task)->GetName());
      static_cast<AliAnalysisTaskEmcal*>(task)->SetForceBeamType(iBeamType);
      }
    }

  //   Let's start #########################################################################################################
  if ( !pMgr->InitAnalysis() ) { std::cout << ">>>>>>>>>>>>>> AliAnalysisManager Initialising FAILED!!! " << std::endl; return NULL; }
  std::cout << "##-->> Initialising Analysis :: Status :" << std::endl;
  pMgr->PrintStatus();
  pMgr->SetUseProgressBar(bUseProgBar, 100);

  // task profiling
  if ( kUseSysInfo > 0 ) {
    for ( int i = 0; i < pMgr->GetTopTasks()->GetEntries(); i++ ) { pMgr->ProfileTask (i); }
    }

  CDF::SaveManager("train.root");

  if ( ManagerMode == AnalysisType::local ) { // start local analysis
    // enable class level debugging for these classes
    if ( debug > 2 ) {
    //   pMgr->AddClassDebug("AliJetContainer", 100);
    //   pMgr->AddClassDebug("AliEmcalJetTask", 100);
      if (bDoCDF)    { pMgr->AddClassDebug("AliAnalysisTaskEmcalJetCDF", 100); }
      if (bDoSample) { pMgr->AddClassDebug("AliAnalysisTaskEmcalJetSample", 100); }
      }

    TChain* pChain = CDF::CreateChain(kDataSource.Data(), "auto", "", iNumFiles);
    if (!pChain) { std::cout << ">>>>>>>>>>>>>>   CHAIN NOT CREATED   <<<<<<<<<<<<<<" << std::endl; return NULL; }

    // start analysis
    Printf("Starting LOCAL Analysis...");
    pMgr->StartAnalysis( cAnalysisType, pChain, iNumEvents );
    }

  if ( ManagerMode == AnalysisType::grid ) {  // start grid analysis
    // start analysis
    Printf("Starting GRID Analysis...");

    ListLibs += kGridExtraFiles;
    if ( ListLibs.Length() )       { plugin->SetAdditionalLibs     ( ListLibs.Data() ); }
    if ( ListLibsExtra.Length() )  { plugin->SetAdditionalRootLibs ( ListLibsExtra.Data() ); }

    if ( PluginMode == PluginType::test )
      { plugin->StartAnalysis(iNumEvents); }
    else {
      pMgr->SetDebugLevel(0);
      plugin->StartAnalysis();
      }
    }

cout << "END of EmcalJetCDF.C" << std::endl;
return pMgr;
}