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Comparing UserCode/MPIAnalyzer/src/MPIntuple.cc (file contents):
Revision 1.6 by naodell, Sun May 23 21:56:11 2010 UTC vs.
Revision 1.16 by naodell, Thu Oct 14 22:44:24 2010 UTC

#	Line 1 | Line 1
1	–	/*
2	–	Description: <one line class summary>
3	–
4	–	Implementation:
5	–	n-tuple creator for jet studies
6	–	*/
7	–	//
1		// Original Author:  "Nathaniel Odell"
2		// Secondary Author: Steven Won
3		// With contributions from: Andrey Pozdnyakov
4		//         Created:  Thurs April 22  2010
5		// $Id$
13	–	//
14	–	//
15	–
6
7		// system include files
8		#include <memory>
#	Line 25 | Line 15
15		#include "FWCore/Framework/interface/EventSetup.h"
16		#include "FWCore/Framework/interface/Event.h"
17		#include "FWCore/Framework/interface/MakerMacros.h"
28	–
18		#include "FWCore/ParameterSet/interface/ParameterSet.h"
30	–
19		#include "DataFormats/GeometryVector/interface/GlobalPoint.h"
20		#include "Geometry/Records/interface/CaloGeometryRecord.h"
21	+	#include "DataFormats/Math/interface/deltaPhi.h"
22
23	<	// Jet and vertex functions
23	>	// Libraries for objects
24		#include "DataFormats/JetReco/interface/CaloJet.h"
25		#include "DataFormats/JetReco/interface/CaloJetCollection.h"
26		#include "DataFormats/JetReco/interface/PFJet.h"
#	Line 41 | Line 30
30		#include "DataFormats/JetReco/interface/Jet.h"
31		#include "DataFormats/VertexReco/interface/Vertex.h"
32		#include "DataFormats/VertexReco/interface/VertexFwd.h"
33	+	#include "DataFormats/BTauReco/interface/JetTag.h"
34	+	#include "DataFormats/TrackReco/interface/Track.h"
35	+	#include "DataFormats/BeamSpot/interface/BeamSpot.h"
36	+	//#include "RecoVertex/PrimaryVertexProducer/interface/VertexHigherPtSquared.h"
37	+
38	+	//GenParticles
39	+	//#include "DataFormats/HepMCCandidate/interface/GenParticle.h"
40
41		// Need to get correctors
42		#include "JetMETCorrections/Objects/interface/JetCorrector.h"
#	Line 56 | Line 52
52
53		//Root  stuff
54		#include "TROOT.h"
55	+	#include "TH1.h"
56	+	#include "TH2.h"
57	+	#include "TProfile.h"
58		#include "TFile.h"
59		#include "TTree.h"
60		#include "TString.h"
#	Line 86 | Line 85 | class MPIntuple : public edm::EDAnalyzer
85		virtual void endJob() ;
86
87		bool triggerDecision(edm::Handle<edm::TriggerResults> &hltR, int iTrigger);
88	+	double sumPtSquared(const Vertex & v);
89
90		// ----------member data ---------------------------
91
#	Line 93 | Line 93 | class MPIntuple : public edm::EDAnalyzer
93		edm::InputTag GenJetHandle_;
94		edm::InputTag PrimaryVtxHandle_;
95		edm::InputTag triggerResultsTag_;
96	–
97	–
96		//  Counting variables   //
97
98	<	int eventNumber, runNumber, lumiSection;
98	>	int eventNumber, runNumber, lumiSection, bunchCross;
99
100		TTree* sTree;
101		TFile* ntupleFile;
#	Line 108 | Line 106 | class MPIntuple : public edm::EDAnalyzer
106
107		bool doGenJets_;
108		bool doPFJets_;
109	<	bool isMC;
110	<
109	>	bool triggerHLT_;
110	>	bool isRealData;
111		string rootfilename;
112
113		//Triggers
#	Line 119 | Line 117 | class MPIntuple : public edm::EDAnalyzer
117		vector<string>  hlNames;
118		unsigned int triggerStatus;
119
120	+	//Histograms
121	+	TH1F * h1_nAssociatedTracks;
122	+	TH1F * h1_trackZ;
123	+	TH1F * h1_trackDxy;
124	+	TH1F * h1_allTrackDeltaZ_PV;
125	+	TH1F * h1_allTrackDeltaZ_LJ;
126	+	TH2F * h2_nAssTracksVsJetPt;
127	+	TProfile * p1_nVtcs;
128	+
129	+
130
131		};
132
#	Line 129 | Line 137 | MPIntuple::MPIntuple(const edm::Paramete
137		PrimaryVtxHandle_(iConfig.getUntrackedParameter<edm::InputTag>("PrimaryVtxTag")),
138		doGenJets_(iConfig.getUntrackedParameter<bool>("doGenJets")),
139		doPFJets_(iConfig.getUntrackedParameter<bool>("doPFJets")),
140	+	triggerHLT_(iConfig.getUntrackedParameter<bool>("triggerHLT")),
141		rootfilename(iConfig.getUntrackedParameter<string>("rootfilename")),
142		hlTriggerResults_(iConfig.getUntrackedParameter<string>("HLTriggerResults","TriggerResults")),
143		hltName_(iConfig.getUntrackedParameter<string>("hltName","HLT"))
144		{
136	–	//edm::TriggerNames
137	–	// triggerNames(iConfig);
138	–
145		}
146
141	–
147		MPIntuple::~MPIntuple()
148		{
149
#	Line 152 | Line 157 | MPIntuple::~MPIntuple()
157		void MPIntuple::analyze(const edm::Event& iEvent, const edm::EventSetup& iSetup)
158		{
159
160	+
161		eventNumber  = iEvent.id().event();
162		runNumber    = iEvent.id().run();
163		lumiSection  = (unsigned int)iEvent.getLuminosityBlock().luminosityBlock();
164	<	//  isMC = iEvent.???();
164	>	bunchCross   = (unsigned int)iEvent.bunchCrossing();
165	>	isRealData   = iEvent.isRealData();
166	>
167	>	edm::Handle<reco::BeamSpot> beamSpotHandle;
168	>	iEvent.getByLabel("offlineBeamSpot", beamSpotHandle);
169	>	reco::BeamSpot vertexBeamSpot = *beamSpotHandle;
170	>
171	>	int pfCount   = 0;
172	>	int genCount  = 0;
173	>	int vtxCount  = 0;
174	>	float ljVertexZ = -999;
175	>	float primaryVertexZ = -999;
176	>
177	>	//////////////////////////
178	>	//Get vertex information//
179	>	//////////////////////////
180	>
181	>	Handle<reco::VertexCollection> primaryVtcs;
182	>	iEvent.getByLabel(PrimaryVtxHandle_, primaryVtcs);
183
184	<	int PFcount  = 0;
185	<	int Gencount = 0;
186	<	int Vtxcount = 0;
184	>	for(VertexCollection::const_iterator vtx_iter = primaryVtcs->begin(); vtx_iter!= primaryVtcs->end(); ++vtx_iter){
185	>
186	>	reco::Vertex myVtx = reco::Vertex(*vtx_iter);
187	>	if(!myVtx.isValid() || myVtx.isFake()) continue;
188	>	TCPrimaryVtx* vtxCon = new ((*primaryVtx)[vtxCount]) TCPrimaryVtx;
189	>
190	>	vtxCon->SetPosition(myVtx.x(), myVtx.y(), myVtx.z());
191	>	vtxCon->SetNDof(myVtx.ndof());
192	>	vtxCon->SetChi2(myVtx.chi2());
193	>	vtxCon->SetNTrks(myVtx.tracksSize());
194	>	vtxCon->SetSumPt2Trks(sumPtSquared(myVtx));
195	>
196	>	if(vtxCount == 0) primaryVertexZ = myVtx.z();
197	>
198	>	++vtxCount;
199	>
200	>	}
201	>
202	>	p1_nVtcs->Fill(runNumber, vtxCount);
203	>
204	>	///////////////////////
205	>	//get jet information//
206	>	///////////////////////
207
208		if(doPFJets_){
209
210	+	edm::Handle<reco::JetTagCollection> bTagHandle1;
211	+	iEvent.getByLabel("trackCountingHighEffBJetTags", bTagHandle1);
212	+	const reco::JetTagCollection & bTags1 = *(bTagHandle1.product());
213	+	reco::JetTagCollection::const_iterator jet_it_1;
214	+
215	+	edm::Handle<reco::JetTagCollection> bTagHandle2;
216	+	iEvent.getByLabel("trackCountingHighPurBJetTags", bTagHandle2);
217	+	const reco::JetTagCollection & bTags2 = *(bTagHandle2.product());
218	+	reco::JetTagCollection::const_iterator jet_it_2;
219	+
220	+
221		const JetCorrector* correctorL2 = JetCorrector::getJetCorrector ("ak5PFL2Relative",iSetup);
222		const JetCorrector* correctorL3 = JetCorrector::getJetCorrector ("ak5PFL3Absolute",iSetup);
223
224		Handle<reco::PFJetCollection> PFJets;
225		iEvent.getByLabel(PFJetHandle_, PFJets);
226	<
172	<	PFcount = 0;
173	<
226	>
227		for(PFJetCollection::const_iterator jet_iter = PFJets->begin(); jet_iter!= PFJets->end(); ++jet_iter){
228
229		reco::PFJet myJet = reco::PFJet(*jet_iter);
177	–
178	–	float scale2 = correctorL2->correction(myJet);
179	–	float scale3 = correctorL3->correction(myJet);
180	–
230		if(myJet.et() > 5){
231	+
232	+	for(jet_it_1 = bTags1.begin(); jet_it_1 != bTags1.end(); jet_it_1++) {
233	+	if( (fabs(jet_it_1->first->eta() - myJet.eta()) < .005) && (deltaPhi(jet_it_1->first->phi(),myJet.phi()) < .005)) break;
234	+	}
235	+
236	+	for(jet_it_2 = bTags2.begin(); jet_it_2 != bTags2.end(); jet_it_2++) {
237	+	if( (fabs(jet_it_2->first->eta() - myJet.eta()) < .005) && (deltaPhi(jet_it_2->first->phi(),myJet.phi()) < .005)) break;
238	+	}
239
240	<	TCJet* jetCon = new ((*jet_ak5PF)[PFcount]) TCJet;
240	>	TCJet* jetCon = new ((*jet_ak5PF)[pfCount]) TCJet;
241
242		jetCon->SetP4(myJet.px(), myJet.py(), myJet.pz(), myJet.energy());
243	<	jetCon->SetVtx(myJet.vx(), myJet.vy(), myJet.vz());
243	>	jetCon->SetVtx(-999.0, -999.0, -999.0);
244
245		jetCon->SetChHadFrac(myJet.chargedHadronEnergyFraction());
246		jetCon->SetNeuHadFrac(myJet.neutralHadronEnergyFraction());
#	Line 195 | Line 252 | void MPIntuple::analyze(const edm::Event
252
253		jetCon->SetNumChPart(myJet.chargedMultiplicity());
254
255	+	if(jet_it_2 != bTags2.end()) jetCon->SetBDiscrTrkCountHiPure(jet_it_2->second);
256	+	if(jet_it_1 != bTags1.end()) jetCon->SetBDiscrTrkCountHiEff(jet_it_1->second);
257	+
258	+	float scale2 = correctorL2->correction(myJet);
259	+	myJet.scaleEnergy(scale2);
260	+	float scale3 = correctorL3->correction(myJet);
261	+	myJet.scaleEnergy(scale3);
262	+
263	+	//more corrections?
264	+
265		jetCon->SetJetCorr(2, scale2);
266		jetCon->SetJetCorr(3, scale3);
200	–
267
268	<	++PFcount;
268	>	/////////////////////////
269	>	//get associated tracks//
270	>	/////////////////////////
271	>
272	>	const reco::TrackRefVector &tracks = myJet.getTrackRefs();
273	>
274	>	float sumTrackZ, sumTrackIP;
275	>	float meanTrackZ, meanTrackIP;
276	>	int   nAssociatedTracks = 0;
277	>
278	>	sumTrackZ  = sumTrackIP  = 0;
279	>	meanTrackZ = meanTrackIP = -999;
280	>
281	>	if(myJet.pt() > 20){
282	>
283	>	for(TrackRefVector::const_iterator iTrack = tracks.begin(); iTrack != tracks.end(); ++iTrack){
284	>
285	>	const reco::Track& myTrack = **iTrack;
286	>
287	>	sumTrackZ += myTrack.vz();
288	>	sumTrackIP += myTrack.dxy(vertexBeamSpot.position());
289	>	++nAssociatedTracks;
290	>
291	>	}
292	>
293	>	meanTrackZ = sumTrackZ/nAssociatedTracks;
294	>	h1_nAssociatedTracks->Fill(nAssociatedTracks);
295	>	h2_nAssTracksVsJetPt->Fill(nAssociatedTracks, myJet.pt());
296	>
297	>	for(TrackRefVector::const_iterator iTrack = tracks.begin(); iTrack != tracks.end(); ++iTrack){
298	>
299	>	const reco::Track& myTrack = **iTrack;
300	>
301	>	h1_trackZ->Fill(meanTrackZ - myTrack.vz());
302	>	h1_trackDxy->Fill(myTrack.dxy(vertexBeamSpot.position()));
303	>
304	>	}
305	>
306	>	if(pfCount == 0){
307	>
308	>	ljVertexZ = meanTrackZ;
309	>
310	>	}else{
311	>
312	>	h1_allTrackDeltaZ_LJ->Fill(ljVertexZ - meanTrackZ);
313	>
314	>	}
315	>
316	>	h1_allTrackDeltaZ_PV->Fill(primaryVertexZ - meanTrackZ);
317	>
318	>	}
319	>
320	>	jetCon->SetVtx(0, 0, meanTrackZ);
321	>
322	>	++pfCount;
323		}
324		}
325		}
326
327	<	if(doGenJets_){
327	>	if(!isRealData){
328
329		Handle<reco::GenJetCollection> GenJets;
330		iEvent.getByLabel(GenJetHandle_, GenJets);
331	<
212	<
331	>
332		for(GenJetCollection::const_iterator jet_iter = GenJets->begin(); jet_iter!= GenJets->end(); ++jet_iter){
333
334		reco::GenJet myJet = reco::GenJet(*jet_iter);
335
336		if(myJet.pt() > 5){
337
338	<	new ((*jetP4_ak5Gen)[Gencount]) TLorentzVector(myJet.px(), myJet.py(), myJet.pz(), myJet.energy());
338	>	new ((*jetP4_ak5Gen)[genCount]) TLorentzVector(myJet.px(), myJet.py(), myJet.pz(), myJet.energy());
339
340	<	++Gencount;
340	>	++genCount;
341
342		}
343	<	}
343	>	}
344		}
345	<
346	<
347	<	Handle<reco::VertexCollection> primaryVtcs;
348	<	iEvent.getByLabel(PrimaryVtxHandle_, primaryVtcs);
349	<
350	<	for(VertexCollection::const_iterator vtx_iter = primaryVtcs->begin(); vtx_iter!= primaryVtcs->end(); ++vtx_iter){
345	>
346	>	///////////////////////////
347	>	//get trigger information//
348	>	///////////////////////////
349	>
350	>	if(triggerHLT_){
351	>
352	>	edm::Handle<TriggerResults> hltR;
353	>	triggerResultsTag_ = InputTag(hlTriggerResults_,"",hltName_);
354	>	iEvent.getByLabel(triggerResultsTag_,hltR);
355
356	<	reco::Vertex myVtx = reco::Vertex(*vtx_iter);
356	>	const TriggerNames & triggerNames = iEvent.triggerNames(*hltR);
357	>	hlNames=triggerNames.triggerNames();
358
359	<	TCPrimaryVtx* vtxCon = new ((*primaryVtx)[Vtxcount]) TCPrimaryVtx;
236	<
237	<	vtxCon->SetPosition(myVtx.x(), myVtx.y(), myVtx.z());
238	<	vtxCon->SetNDof(myVtx.ndof());
239	<	vtxCon->SetChi2(myVtx.chi2());
240	<
241	<	++Vtxcount;
359	>	string MPI_TriggerNames[] = {"HLT_PixelTracks_Multiplicity70", "HLT_MinBiasBSC_NoBPTX", "HLT_PixelTracks_Multiplicity40","HLT_L1Tech_HCAL_HF", "HLT_IsoTrackHB_8E29", "HLT_IsoTrackHE_8E29", "HLT_L1Tech_RPC_TTU_RBst1_collisions", "HLT_L1_BscMinBiasOR_BptxPlusORMinus", "HLT_L1Tech_BSC_halo_forPhysicsBackground", "HLT_L1Tech_BSC_HighMultiplicity", "HLT_MinBiasPixel_DoubleIsoTrack5", "HLT_MinBiasPixel_DoubleTrack", "HLT_MinBiasPixel_SingleTrack", "HLT_ZeroBiasPixel_SingleTrack", "HLT_MinBiasBSC", "HLT_StoppedHSCP_8E29", "HLT_Jet15U_HcalNoiseFiltered", "HLT_QuadJet15U", "HLT_DiJetAve30U_8E29", "HLT_DiJetAve15U_8E29", "HLT_FwdJet20U", "HLT_Jet50U", "HLT_Jet30U", "HLT_Jet15U", "HLT_BTagMu_Jet10U", "HLT_DoubleJet15U_ForwardBackward", "HLT_BTagIP_Jet50U", "HLT_DoubleLooseIsoTau15", "HLT_SingleLooseIsoTau20", "HLT_HT100U", "HLT_MET100", "HLT_MET45"};
360
361	<	}
362	<
245	<
246	<
247	<	//----------  Filling HLT trigger bits!  ------------
248	<
249	<	edm::Handle<TriggerResults> hltR;
250	<	triggerResultsTag_ = InputTag(hlTriggerResults_,"",hltName_);
251	<	iEvent.getByLabel(triggerResultsTag_,hltR);
252	<
253	<	const TriggerNames & triggerNames = iEvent.triggerNames(*hltR);
254	<	hlNames=triggerNames.triggerNames();
255	<
256	<	string MPI_TriggerNames[32] = {"HLT_PixelTracks_Multiplicity70", "HLT_MinBiasBSC_NoBPTX", "HLT_PixelTracks_Multiplicity40","HLT_L1Tech_HCAL_HF", "HLT_IsoTrackHB_8E29", "HLT_IsoTrackHE_8E29", "HLT_L1Tech_RPC_TTU_RBst1_collisions", "HLT_L1_BscMinBiasOR_BptxPlusORMinus", "HLT_L1Tech_BSC_halo_forPhysicsBackground", "HLT_L1Tech_BSC_HighMultiplicity", "HLT_MinBiasPixel_DoubleIsoTrack5", "HLT_MinBiasPixel_DoubleTrack", "HLT_MinBiasPixel_SingleTrack", "HLT_ZeroBiasPixel_SingleTrack", "HLT_MinBiasBSC", "HLT_StoppedHSCP_8E29", "HLT_Jet15U_HcalNoiseFiltered", "HLT_QuadJet15U", "HLT_DiJetAve30U_8E29", "HLT_DiJetAve15U_8E29", "HLT_FwdJet20U", "HLT_Jet50U", "HLT_Jet30U", "HLT_Jet15U", "HLT_BTagMu_Jet10U", "HLT_DoubleJet15U_ForwardBackward", "HLT_BTagIP_Jet50U", "HLT_DoubleLooseIsoTau15", "HLT_SingleLooseIsoTau20", "HLT_HT100U", "HLT_MET100", "HLT_MET45"};
257	<
258	<	bool triggerPassed = false;
259	<	triggerStatus = 0x0;
260	<
261	<	for (uint iT=0; iT<hlNames.size(); ++iT) {
262	<
263	<	triggerPassed = triggerDecision(hltR, iT);
361	>	bool triggerPassed = false;
362	>	triggerStatus = 0x0;
363
364	<	if(triggerPassed){
364	>	for (uint i=0; i<hlNames.size(); ++i) {
365	>
366	>	triggerPassed = triggerDecision(hltR, i);
367
368	<	for (int j = 0; j != 32; ++j){
368	>	if(triggerPassed){
369
370	<	if (hlNames[iT] == MPI_TriggerNames[j])
371	<	{
372	<	cout<<"trigger name: "<<hlNames[iT]<<"  status: "<<triggerPassed<<endl;
373	<	triggerStatus |= 0x01 << j;
374	<	}
370	>	for (uint j = 0; j != 32; ++j){
371	>
372	>	if (hlNames[i] == MPI_TriggerNames[j])
373	>	{
374	>	//cout<<"trigger name: "<<hlNames[i]<<"list: "<<dec<<j+1<<endl;
375	>	triggerStatus |= 0x01 << j;
376	>
377	>	}
378	>	}
379		}
380	<	}
381	<	}
382	<
380	>	}
381	>	}
382	>	//cout<< "total status: "<<hex<<triggerStatus<<endl;
383	>
384	>
385	>
386	>	if((pfCount > 3 || genCount > 3) && vtxCount > 0) sTree -> Fill();
387
279	–	if(PFcount > 0 || Gencount > 0 || Vtxcount > 0);  sTree -> Fill();
280	–
388		jet_ak5PF->Clear();
389		primaryVtx->Clear();
390		jetP4_ak5Gen->Clear();
#	Line 291 | Line 398 | void  MPIntuple::beginJob()
398
399		ntupleFile           = new TFile(rootfilename.c_str(), "RECREATE");
400		sTree                = new TTree("mpiTree", "Tree for Jets");
401	<
401	>
402	>	h1_trackZ            = new TH1F("h1_trackZ", "#Delta z for associated tracks", 60, -0.3, 0.3);
403	>	h1_nAssociatedTracks = new TH1F("h1_nAssociatedTracks", "Number of tracks associated to jet", 20, -0.5, 19.5);
404	>	h1_trackDxy          = new TH1F("h1_trackDxy", "dxy for all associated tracks", 50, -0.4, 0.4);
405	>	h1_allTrackDeltaZ_PV = new TH1F("h1_allTrackDeltaZ_PV", "#Delta z between jet and primary vertex", 60, -0.3, 0.3);
406	>	h1_allTrackDeltaZ_LJ = new TH1F("h1_allTrackDeltaZ_LJ", "#Delta z between leading jet and other jet vertices", 60, -0.3, 0.3);
407	>	h2_nAssTracksVsJetPt = new TH2F("h2_nAssTracksVsJetPt", "nTracks vs Jet p_{T}", 20, -0.5, 19.5, 50, 0, 100);
408	>	p1_nVtcs             = new TProfile("p1_nVtcs", "<N> per run", 5200.0, 132300.0, 137500.0, 0.0, 6.0);
409	>
410		jet_ak5PF            = new TClonesArray("TCJet");
411		jetP4_ak5Gen         = new TClonesArray("TLorentzVector");
412		primaryVtx           = new TClonesArray("TCPrimaryVtx");
413
414	+
415		sTree->Branch("jet_ak5PF",&jet_ak5PF, 6400, 0);
416		sTree->Branch("jetP4_ak5Gen",&jetP4_ak5Gen, 6400, 0);
417		sTree->Branch("primaryVtx",&primaryVtx, 6400, 0);
#	Line 304 | Line 420 | void  MPIntuple::beginJob()
420		sTree->Branch("runNumber",&runNumber, "runNumber/I");
421		sTree->Branch("lumiSection",&lumiSection, "lumiSection/I");
422		sTree->Branch("triggerStatus",&triggerStatus, "triggerStatus/i");
423	<	sTree->Branch("isMC",&isMC,"isMC/O");
424	<
423	>	sTree->Branch("isRealData",&isRealData, "isRealData/i");
424	>	sTree->Branch("bunchCross",&bunchCross, "bunchCross/i");
425
426		}
427
428		// ------------ method called once each job just after ending the event loop  ------------
429		void MPIntuple::endJob()
430		{
431	+
432	+	h1_trackZ->Write();
433	+	h1_nAssociatedTracks->Write();
434	+	h1_trackDxy->Write();
435	+	h1_allTrackDeltaZ_PV->Write();
436	+	h1_allTrackDeltaZ_LJ->Write();
437	+	h2_nAssTracksVsJetPt->Write();
438	+	p1_nVtcs->Write();
439	+
440		ntupleFile->Write();
441		ntupleFile->Close();
442
#	Line 327 | Line 452 | bool MPIntuple::triggerDecision(edm::Han
452		triggerPassed = true;
453		}
454		return triggerPassed;
455	<	}
455	>	}
456	>
457	>	double MPIntuple::sumPtSquared(const Vertex & v)
458	>	{
459	>	double sum = 0.;
460	>	double pT;
461	>	for (Vertex::trackRef_iterator it = v.tracks_begin(); it != v.tracks_end(); it++) {
462	>	pT = (**it).pt();
463	>	double epT=(**it).ptError(); pT=pT>epT ? pT-epT : 0;
464
465	+	sum += pT*pT;
466	+	}
467	+	return sum;
468	+	}
469
470		//define this as a plug-in
471		DEFINE_FWK_MODULE(MPIntuple);

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