ViewVC Help

View File | Revision Log | Show Annotations | Root Listing

root/cvsroot/UserCode/MitPhysics/Mods/src/MuonIDMod.cc

Comparing UserCode/MitPhysics/Mods/src/MuonIDMod.cc (file contents):
Revision 1.4 by ceballos, Tue Nov 11 21:22:54 2008 UTC vs.
Revision 1.86 by ceballos, Wed Dec 5 19:06:07 2012 UTC

#	Line 1 | Line 1
1		// $Id$
2
3		#include "MitPhysics/Mods/interface/MuonIDMod.h"
4	–	#include "MitAna/DataTree/interface/Names.h"
5	–	#include "MitAna/DataCont/interface/ObjArray.h"
6	–	#include "MitPhysics/Utils/interface/IsolationTools.h"
4		#include "MitCommon/MathTools/interface/MathUtils.h"
5	<	#include "MitPhysics/Utils/interface/MuonTools.h"
5	>	#include "MitAna/DataTree/interface/MuonFwd.h"
6	>	#include "MitAna/DataTree/interface/ElectronFwd.h"
7	>	#include "MitAna/DataTree/interface/VertexCol.h"
8	>	#include "MitPhysics/Init/interface/ModNames.h"
9
10		using namespace mithep;
11
#	Line 14 | Line 14 | ClassImp(mithep::MuonIDMod)
14		//--------------------------------------------------------------------------------------------------
15		MuonIDMod::MuonIDMod(const char *name, const char *title) :
16		BaseMod(name,title),
17	<	fPrintDebug(false),
18	<	fMuonName(Names::gkMuonBrn),
19	<	fCleanMuonsName(Names::gkCleanMuonsName),
20	<	fMuonIDType("Tight"),
21	<	fMuonIsoType("TrackCalo"),
22	<	fMuons(0),
17	>	fPrintMVADebugInfo(kFALSE),
18	>	fMuonBranchName(Names::gkMuonBrn),
19	>	fCleanMuonsName(ModNames::gkCleanMuonsName),
20	>	fNonIsolatedMuonsName("random"),
21	>	fNonIsolatedElectronsName("random"),
22	>	fVertexName(ModNames::gkGoodVertexesName),
23	>	fBeamSpotName(Names::gkBeamSpotBrn),
24	>	fTrackName(Names::gkTrackBrn),
25	>	fPFCandidatesName(Names::gkPFCandidatesBrn),
26	>	fPFNoPileUpName("PFNoPileUp"),
27	>	fPFPileUpName("PFPileUp"),
28	>	fMuonIDType("WWMuIdV3"),
29	>	fMuonIsoType("PFIso"),
30	>	fMuonClassType("Global"),
31		fTrackIsolationCut(3.0),
32		fCaloIsolationCut(3.0),
33	<	fCombIsolationCut(-1.0),
34	<	fTMOneStationLooseCut(false),
35	<	fTMOneStationTightCut (false),
28	<	fTM2DCompatibilityLooseCut(false),
29	<	fTM2DCompatibilityTightCut(false),
33	>	fCombIsolationCut(0.15),
34	>	fCombRelativeIsolationCut(0.15),
35	>	fPFIsolationCut(-999.0),
36		fMuonPtMin(10),
37	<	fNEventsProcessed(0)
37	>	fApplyD0Cut(kTRUE),
38	>	fApplyDZCut(kTRUE),
39	>	fD0Cut(0.020),
40	>	fDZCut(0.10),
41	>	fWhichVertex(-1),
42	>	fEtaCut(2.4),
43	>	fMuIDType(kIdUndef),
44	>	fMuIsoType(kIsoUndef),
45	>	fMuClassType(kClassUndef),
46	>	fMuons(0),
47	>	fVertices(0),
48	>	fBeamSpot(0),
49	>	fTracks(0),
50	>	fPFCandidates(0),
51	>	fPFNoPileUpCands(0),
52	>	fPFPileUpCands(0),
53	>	fIntRadius(0.0),
54	>	fNonIsolatedMuons(0),
55	>	fNonIsolatedElectrons(0),
56	>	fPileupEnergyDensityName(Names::gkPileupEnergyDensityBrn),
57	>	fPileupEnergyDensity(0),
58	>	fMuonTools(0),
59	>	fMuonIDMVA(0),
60	>	fTheRhoType(RhoUtilities::DEFAULT)
61		{
62		// Constructor.
63		}
64
65		//--------------------------------------------------------------------------------------------------
37	–	void MuonIDMod::Begin()
38	–	{
39	–	// Run startup code on the client machine. For this module, we dont do
40	–	// anything here.
41	–	}
42	–
43	–	//--------------------------------------------------------------------------------------------------
66		void MuonIDMod::Process()
67		{
68		// Process entries of the tree.
69
70	<	fNEventsProcessed++;
71	<
72	<	if (fNEventsProcessed % 1000000 == 0 || fPrintDebug) {
73	<	time_t systime;
74	<	systime = time(NULL);
75	<
76	<	cerr << endl << "MuonIDMod : Process Event " << fNEventsProcessed << "  Time: " << ctime(&systime) << endl;
77	<	}
78	<
79	<	MuonTools myMuonTools;
80	<
81	<	//Get Muons
82	<	LoadBranch(fMuonName);
83	<	ObjArray<Muon> *CleanMuons = new ObjArray<Muon>;
84	<	for (UInt_t i=0; i<fMuons->GetEntries(); ++i) {
85	<	Muon *mu = fMuons->At(i);
86	<
87	<	Double_t MuonClass = -1;
88	<	if (mu->GlobalTrk())
89	<	MuonClass = 0;
90	<	else if (mu->StandaloneTrk())
91	<	MuonClass = 1;
92	<	else if (mu->TrackerTrk())
93	<	MuonClass = 2;
94	<
95	<	bool allCuts = false;
96	<
97	<	// We always want global muons
98	<	if(MuonClass == 0) allCuts = true;
99	<
100	<	// Isolation requirements
101	<	if(fCombIsolationCut < 0.0){
102	<	if(mu->IsoR03SumPt() >= fTrackIsolationCut) allCuts = false;
103	<	if(mu->IsoR03EmEt() +
104	<	mu->IsoR03HadEt() >= fCaloIsolationCut) allCuts = false;
105	<	}
106	<	else {
107	<	if(1.0 * mu->IsoR03SumPt() +
108	<	1.0 * mu->IsoR03EmEt() +
109	<	1.0 * mu->IsoR03HadEt() >= fCombIsolationCut) allCuts = false;
70	>	if(fMuIsoType != kPFIsoNoL) {
71	>	LoadEventObject(fMuonBranchName, fMuons);
72	>	}
73	>	else {
74	>	fMuons = GetObjThisEvt<MuonOArr>(fMuonBranchName);
75	>	}
76	>	LoadEventObject(fBeamSpotName, fBeamSpot);
77	>	LoadEventObject(fTrackName, fTracks);
78	>	LoadEventObject(fPFCandidatesName, fPFCandidates);
79	>	if(fMuIsoType == kTrackCaloSliding ||
80	>	fMuIsoType == kCombinedRelativeConeAreaCorrected ||
81	>	fMuIsoType == kPFIsoEffectiveAreaCorrected ||
82	>	fMuIsoType == kMVAIso_BDTG_IDIso ||
83	>	fMuIsoType == kIsoRingsV0_BDTG_Iso ||
84	>	fMuIsoType == kIsoDeltaR
85	>	) {
86	>	LoadEventObject(fPileupEnergyDensityName, fPileupEnergyDensity);
87	>	}
88	>	if(fMuIsoType == kPFRadialIso || fMuIsoType == kIsoDeltaR || fMuIsoType == kPFIsoBetaPUCorrected){
89	>	// Name is hardcoded, can be changed if someone feels to do it *** did it--Heng
90	>	fPFNoPileUpCands = GetObjThisEvt<PFCandidateCol>(fPFNoPileUpName);
91	>	fPFPileUpCands = GetObjThisEvt<PFCandidateCol>(fPFPileUpName);
92	>	}
93	>
94	>	MuonOArr *CleanMuons = new MuonOArr;
95	>	CleanMuons->SetName(fCleanMuonsName);
96	>
97	>	fVertices = GetObjThisEvt<VertexOArr>(fVertexName);
98	>
99	>	for (UInt_t i=0; i<fMuons->GetEntries() && fVertices->GetEntries() > 0 ; ++i) {
100	>	const Muon *mu = fMuons->At(i);
101	>
102	>	Bool_t pass = kFALSE;
103	>	Double_t pt = 0;  // make sure pt is taken from the correct track!
104	>	Double_t eta = 0; // make sure eta is taken from the correct track!
105	>	switch (fMuClassType) {
106	>	case kAll:
107	>	pass = kTRUE;
108	>	if (mu->HasTrk()) {
109	>	pt  = mu->Pt();
110	>	eta = TMath::Abs(mu->Eta());
111	>	}
112	>	break;
113	>	case kGlobal:
114	>	pass = mu->HasGlobalTrk() && mu->IsTrackerMuon();
115	>	if (pass && mu->TrackerTrk()) {
116	>	pt  = mu->TrackerTrk()->Pt();
117	>	eta = TMath::Abs(mu->TrackerTrk()->Eta());
118	>	}
119	>	else {
120	>	pt  = mu->Pt();
121	>	eta = TMath::Abs(mu->Eta());
122	>	}
123	>	break;
124	>	case kGlobalTracker:
125	>	pass = (mu->HasGlobalTrk() && mu->GlobalTrk()->Chi2()/mu->GlobalTrk()->Ndof() < 10 &&
126	>	(mu->NSegments() > 1 || mu->NMatches() > 1) && mu->NValidHits() > 0) ||
127	>	(mu->IsTrackerMuon() &&
128	>	mu->Quality().Quality(MuonQuality::TMLastStationTight));
129	>	if (pass) {
130	>	pt  = mu->TrackerTrk()->Pt();
131	>	eta = TMath::Abs(mu->TrackerTrk()->Eta());
132	>	}
133	>	else {
134	>	pt  = mu->Pt();
135	>	eta = TMath::Abs(mu->Eta());
136	>	}
137	>	break;
138	>	case kSta:
139	>	pass = mu->HasStandaloneTrk();
140	>	if (pass) {
141	>	pt  = mu->StandaloneTrk()->Pt();
142	>	eta = TMath::Abs(mu->StandaloneTrk()->Eta());
143	>	}
144	>	break;
145	>	case kTrackerMuon:
146	>	pass = mu->HasTrackerTrk() && mu->IsTrackerMuon() &&
147	>	mu->Quality().Quality(MuonQuality::TrackerMuonArbitrated);
148	>	if (pass) {
149	>	pt  = mu->TrackerTrk()->Pt();
150	>	eta = TMath::Abs(mu->TrackerTrk()->Eta());
151	>	}
152	>	break;
153	>	case kCaloMuon:
154	>	pass = mu->HasTrackerTrk() && mu->IsCaloMuon();
155	>	if (pass) {
156	>	pt  = mu->TrackerTrk()->Pt();
157	>	eta = TMath::Abs(mu->TrackerTrk()->Eta());
158	>	}
159	>	break;
160	>	case kTrackerBased:
161	>	pass = mu->HasTrackerTrk();
162	>	if (pass) {
163	>	pt  = mu->TrackerTrk()->Pt();
164	>	eta = TMath::Abs(mu->TrackerTrk()->Eta());
165	>	}
166	>	break;
167	>	case kGlobalOnly:
168	>	pass = mu->HasGlobalTrk();
169	>	if (pass && mu->TrackerTrk()) {
170	>	pt  = mu->TrackerTrk()->Pt();
171	>	eta = TMath::Abs(mu->TrackerTrk()->Eta());
172	>	}
173	>	else {
174	>	pt  = mu->Pt();
175	>	eta = TMath::Abs(mu->Eta());
176	>	}
177	>	break;
178	>	default:
179	>	break;
180	>	}
181	>
182	>	if (!pass)
183	>	continue;
184	>
185	>	if (pt <= fMuonPtMin)
186	>	continue;
187	>
188	>	if (eta >= fEtaCut)
189	>	continue;
190	>
191	>	Double_t RChi2 = 0.0;
192	>	if     (mu->HasGlobalTrk()) {
193	>	RChi2 = mu->GlobalTrk()->Chi2()/mu->GlobalTrk()->Ndof();
194	>	}
195	>	else if(mu->BestTrk() != 0){
196	>	RChi2 = mu->BestTrk()->Chi2()/mu->BestTrk()->Ndof();
197	>	}
198	>	Bool_t idpass = kFALSE;
199	>	switch (fMuIDType) {
200	>	case kWMuId:
201	>	idpass = mu->BestTrk() != 0 &&
202	>	mu->BestTrk()->NHits() > 10 &&
203	>	RChi2 < 10.0 &&
204	>	(mu->NSegments() > 1 || mu->NMatches() > 1) &&
205	>	mu->BestTrk()->NPixelHits() > 0 &&
206	>	mu->Quality().Quality(MuonQuality::GlobalMuonPromptTight);
207	>	break;
208	>	case kZMuId:
209	>	idpass = mu->BestTrk() != 0 &&
210	>	mu->BestTrk()->NHits() > 10 &&
211	>	(mu->NSegments() > 1 || mu->NMatches() > 1) &&
212	>	mu->BestTrk()->NPixelHits() > 0 &&
213	>	mu->Quality().Quality(MuonQuality::GlobalMuonPromptTight);
214	>	break;
215	>	case kLoose:
216	>	idpass = mu->BestTrk() != 0 &&
217	>	mu->Quality().Quality(MuonQuality::TMOneStationLoose) &&
218	>	mu->Quality().Quality(MuonQuality::TM2DCompatibilityLoose) &&
219	>	mu->BestTrk()->NHits() > 10 &&
220	>	RChi2 < 10.0 &&
221	>	mu->Quality().Quality(MuonQuality::GlobalMuonPromptTight);
222	>	break;
223	>	case kTight:
224	>	idpass = mu->BestTrk() != 0 &&
225	>	mu->NTrkLayersHit() > 5 &&
226	>	mu->IsPFMuon() == kTRUE &&
227	>	mu->BestTrk()->NPixelHits() > 0 &&
228	>	RChi2 < 10.0;
229	>	break;
230	>	// 2012 WW analysis for 42x (there is no PFMuon link)
231	>	case kWWMuIdV1:
232	>	idpass = mu->BestTrk() != 0 &&
233	>	mu->NTrkLayersHit() > 5 &&
234	>	mu->BestTrk()->NPixelHits() > 0 &&
235	>	mu->BestTrk()->PtErr()/mu->BestTrk()->Pt() < 0.1 &&
236	>	mu->TrkKink() < 20.0;
237	>	break;
238	>	// 2010 WW analysis
239	>	case kWWMuIdV2:
240	>	idpass = mu->BestTrk() != 0 &&
241	>	mu->BestTrk()->NHits() > 10 &&
242	>	mu->BestTrk()->NPixelHits() > 0 &&
243	>	mu->BestTrk()->PtErr()/mu->BestTrk()->Pt() < 0.1;
244	>	break;
245	>	// 2011 WW analysis
246	>	case kWWMuIdV3:
247	>	idpass = mu->BestTrk() != 0 &&
248	>	mu->BestTrk()->NHits() > 10 &&
249	>	mu->BestTrk()->NPixelHits() > 0 &&
250	>	mu->BestTrk()->PtErr()/mu->BestTrk()->Pt() < 0.1 &&
251	>	mu->TrkKink() < 20.0;
252	>	break;
253	>	// 2012 WW analysis
254	>	case kWWMuIdV4:
255	>	idpass = mu->BestTrk() != 0 &&
256	>	mu->NTrkLayersHit() > 5 &&
257	>	mu->IsPFMuon() == kTRUE &&
258	>	mu->BestTrk()->NPixelHits() > 0 &&
259	>	mu->BestTrk()->PtErr()/mu->BestTrk()->Pt() < 0.1 &&
260	>	mu->TrkKink() < 20.0;
261	>	break;
262	>	case kMVAID_BDTG_IDIso:
263	>	{
264	>	Bool_t passDenominatorM2 = (mu->BestTrk() != 0 &&
265	>	mu->BestTrk()->NHits() > 10 &&
266	>	mu->BestTrk()->NPixelHits() > 0 &&
267	>	mu->BestTrk()->PtErr()/mu->BestTrk()->Pt() < 0.1 &&
268	>	MuonTools::PassD0Cut(mu, fVertices, 0.20, 0) &&
269	>	MuonTools::PassDZCut(mu, fVertices, 0.10, 0) &&
270	>	mu->TrkKink() < 20.0
271	>	);
272	>	idpass =  passDenominatorM2;
273	>	//only evaluate MVA if muon passes M2 denominator to save time
274	>	if (idpass) idpass = PassMuonMVA_BDTG_IdIso(mu, fVertices->At(0), fPileupEnergyDensity);
275	>	}
276	>	break;
277	>	case kNoId:
278	>	idpass = kTRUE;
279	>	break;
280	>	default:
281	>	break;
282	>	}
283	>
284	>	if (!idpass)
285	>	continue;
286	>
287	>	Double_t Rho = 0.;
288	>	if(fPileupEnergyDensity){
289	>	const PileupEnergyDensity *rho =  fPileupEnergyDensity->At(0);
290	>
291	>	switch (fTheRhoType) {
292	>	case RhoUtilities::MIT_RHO_VORONOI_LOW_ETA:
293	>	Rho = rho->RhoLowEta();
294	>	break;
295	>	case RhoUtilities::MIT_RHO_VORONOI_HIGH_ETA:
296	>	Rho = rho->Rho();
297	>	break;
298	>	case RhoUtilities::MIT_RHO_RANDOM_LOW_ETA:
299	>	Rho = rho->RhoRandomLowEta();
300	>	break;
301	>	case RhoUtilities::MIT_RHO_RANDOM_HIGH_ETA:
302	>	Rho = rho->RhoRandom();
303	>	break;
304	>	case RhoUtilities::CMS_RHO_RHOKT6PFJETS:
305	>	Rho = rho->RhoKt6PFJets();
306	>	break;
307	>	default:
308	>	Rho = rho->Rho();
309	>	}
310	>
311	>	if ((TMath::IsNaN(fPileupEnergyDensity->At(0)->Rho()) || std::isinf(fPileupEnergyDensity->At(0)->Rho()))) Rho = 0.;
312	>	}
313	>
314	>	Bool_t isocut = kFALSE;
315	>	switch (fMuIsoType) {
316	>	case kTrackCalo:
317	>	isocut = (mu->IsoR03SumPt() < fTrackIsolationCut) &&
318	>	(mu->IsoR03EmEt() + mu->IsoR03HadEt() < fCaloIsolationCut);
319	>	break;
320	>	case kTrackCaloCombined:
321	>	isocut = (1.0 * mu->IsoR03SumPt() +
322	>	1.0 * mu->IsoR03EmEt()  +
323	>	1.0 * mu->IsoR03HadEt() < fCombIsolationCut);
324	>	break;
325	>	case kTrackCaloSliding:
326	>	{
327	>	Double_t totalIso =  mu->IsoR03SumPt() + mu->IsoR03EmEt() + mu->IsoR03HadEt() - Rho * TMath::Pi() * 0.3 * 0.3 ;
328	>	// trick to change the signal region cut
329	>	double theIsoCut = fCombIsolationCut;
330	>	if(theIsoCut < 0.20){
331	>	if(mu->Pt() >  20.0) theIsoCut = 0.15;
332	>	else                 theIsoCut = 0.10;
333	>	}
334	>	if (totalIso < (mu->Pt()*theIsoCut)) isocut = kTRUE;
335	>	}
336	>	break;
337	>	case kTrackCaloSlidingNoCorrection:
338	>	{
339	>	Double_t totalIso =  1.0 * mu->IsoR03SumPt() +
340	>	1.0 * mu->IsoR03EmEt()  +
341	>	1.0 * mu->IsoR03HadEt();
342	>	// trick to change the signal region cut
343	>	double theIsoCut = fCombIsolationCut;
344	>	if(theIsoCut < 0.20){
345	>	if(mu->Pt() >  20.0) theIsoCut = 0.15;
346	>	else                 theIsoCut = 0.10;
347	>	}
348	>	if (totalIso < (mu->Pt()*theIsoCut)) isocut = kTRUE;
349	>	}
350	>	break;
351	>	case kCombinedRelativeConeAreaCorrected:
352	>	{
353	>	//const PileupEnergyDensity *rho =  fPileupEnergyDensity->At(0); // Fabian: made Rho customable
354	>	Double_t totalIso =  mu->IsoR03SumPt() + mu->IsoR03EmEt() + mu->IsoR03HadEt() - Rho * TMath::Pi() * 0.3 * 0.3 ;
355	>	double theIsoCut = fCombRelativeIsolationCut;
356	>	if (totalIso < (mu->Pt()*theIsoCut)) isocut = kTRUE;
357	>	}
358	>	break;
359	>	case kCombinedRelativeEffectiveAreaCorrected:
360	>	{
361	>	Double_t tmpRho = Rho;   // Fabian: made the Rho type customable.
362	>	//if (!(TMath::IsNaN(fPileupEnergyDensity->At(0)->Rho()) || std::isinf(fPileupEnergyDensity->At(0)->Rho())))
363	>	//tmpRho = fPileupEnergyDensity->At(0)->Rho();
364	>
365	>	isocut = ( mu->IsoR03SumPt() + mu->IsoR03EmEt() + mu->IsoR03HadEt()
366	>	-  tmpRho*MuonTools::MuonEffectiveArea(MuonTools::kMuEMIso03, mu->Eta())
367	>	-  tmpRho*MuonTools::MuonEffectiveArea(MuonTools::kMuHadIso03, mu->Eta())
368	>	) < (mu->Pt()* 0.40);
369	>	}
370	>	break;
371	>	case kPFIso:
372	>	{
373	>	Double_t pfIsoCutValue = 9999;
374	>	if(fPFIsolationCut > 0){
375	>	pfIsoCutValue = fPFIsolationCut;
376	>	} else {
377	>	if (mu->AbsEta() < 1.479) {
378	>	if (mu->Pt() > 20) {
379	>	pfIsoCutValue = 0.13;
380	>	} else {
381	>	pfIsoCutValue = 0.06;
382	>	}
383	>	} else {
384	>	if (mu->Pt() > 20) {
385	>	pfIsoCutValue = 0.09;
386	>	} else {
387	>	pfIsoCutValue = 0.05;
388	>	}
389	>	}
390	>	}
391	>	Double_t totalIso =  IsolationTools::PFMuonIsolation(mu, fPFCandidates, fVertices->At(0), 0.1, 1.0, 0.3, 0.0, fIntRadius);
392	>	if (totalIso < (mu->Pt()*pfIsoCutValue) )
393	>	isocut = kTRUE;
394	>	}
395	>	break;
396	>	case kPFRadialIso:
397	>	{
398	>	Double_t pfIsoCutValue = 9999;
399	>	if(fPFIsolationCut > 0){
400	>	pfIsoCutValue = fPFIsolationCut;
401	>	} else {
402	>	if (mu->Pt() > 20) {
403	>	pfIsoCutValue = 0.10;
404	>	} else {
405	>	pfIsoCutValue = 0.05;
406	>	}
407	>	}
408	>	Double_t totalIso =  IsolationTools::PFRadialMuonIsolation(mu, fPFNoPileUpCands, 1.0, 0.3);
409	>	if (totalIso < (mu->Pt()*pfIsoCutValue) )
410	>	isocut = kTRUE;
411	>	}
412	>	break;
413	>	case kPFIsoBetaPUCorrected:
414	>	{
415	>	Double_t pfIsoCutValue = 9999;
416	>	if(fPFIsolationCut > 0){
417	>	pfIsoCutValue = fPFIsolationCut;
418	>	} else {
419	>	if (mu->Pt() > 20) {
420	>	pfIsoCutValue = 0.2;
421	>	} else {
422	>	pfIsoCutValue = 0.2;
423	>	}
424	>	}
425	>	Double_t totalIso =  IsolationTools::BetaMwithPUCorrection(fPFNoPileUpCands, fPFPileUpCands, mu, 0.4);
426	>	if (totalIso < (mu->Pt()*pfIsoCutValue) )
427	>	isocut = kTRUE;
428	>	}
429	>	break;
430	>	case kPFIsoEffectiveAreaCorrected:
431	>	{
432	>	Double_t pfIsoCutValue = 9999;
433	>	if(fPFIsolationCut > 0){
434	>	pfIsoCutValue = fPFIsolationCut;
435	>	} else {
436	>	pfIsoCutValue = fPFIsolationCut; //leave it like this for now
437	>	}
438	>	Double_t EffectiveAreaCorrectedPFIso =  IsolationTools::PFMuonIsolation(mu, fPFCandidates, fVertices->At(0), 0.1, 1.0, 0.3, 0.0, fIntRadius)
439	>	- Rho * MuonTools::MuonEffectiveArea(MuonTools::kMuNeutralIso03, mu->Eta());
440	>	//- fPileupEnergyDensity->At(0)->Rho() * MuonTools::MuonEffectiveArea(MuonTools::kMuNeutralIso03, mu->Eta());  // Fabian: made Rho-type customable
441	>	isocut = EffectiveAreaCorrectedPFIso < (mu->Pt() * pfIsoCutValue);
442	>	break;
443	>	}
444	>
445
446	+	case kPFIsoNoL:
447	+	{
448	+	fNonIsolatedMuons     = GetObjThisEvt<MuonCol>(fNonIsolatedMuonsName);
449	+	fNonIsolatedElectrons = GetObjThisEvt<ElectronCol>(fNonIsolatedElectronsName);
450	+
451	+	Double_t pfIsoCutValue = 9999;
452	+	if(fPFIsolationCut > 0){
453	+	pfIsoCutValue = fPFIsolationCut;
454	+	} else {
455	+	if (mu->AbsEta() < 1.479) {
456	+	if (mu->Pt() > 20) {
457	+	pfIsoCutValue = 0.13;
458	+	} else {
459	+	pfIsoCutValue = 0.06;
460	+	}
461	+	} else {
462	+	if (mu->Pt() > 20) {
463	+	pfIsoCutValue = 0.09;
464	+	} else {
465	+	pfIsoCutValue = 0.05;
466	+	}
467	+	}
468	+	}
469	+	Double_t totalIso =  IsolationTools::PFMuonIsolation(mu, fPFCandidates, fNonIsolatedMuons, fNonIsolatedElectrons, fVertices->At(0), 0.1, 1.0, 0.3, 0.0, fIntRadius);
470	+	if (totalIso < (mu->Pt()*pfIsoCutValue) )
471	+	isocut = kTRUE;
472	+	}
473	+	break;
474	+	case kMVAIso_BDTG_IDIso:
475	+	{
476	+
477	+	Double_t totalIso =  IsolationTools::PFMuonIsolation(mu, fPFCandidates, fVertices->At(0), 0.1, 1.0, 0.3, 0.0, fIntRadius);
478	+	isocut = (totalIso < (mu->Pt()*0.4));
479	+
480	+	}
481	+	break;
482	+	case kIsoRingsV0_BDTG_Iso:
483	+	{
484	+
485	+	isocut = PassMuonIsoRingsV0_BDTG_Iso(mu, fVertices->At(0), fPileupEnergyDensity);
486	+
487	+	}
488	+	break;
489	+	case kIsoDeltaR:
490	+	{
491	+
492	+	isocut = PassMuonIsoDeltaR(mu, fVertices->At(0), fPileupEnergyDensity);
493	+
494	+	}
495	+	break;
496	+	case kNoIso:
497	+	isocut = kTRUE;
498	+	break;
499	+	case kCustomIso:
500	+	default:
501	+	break;
502	+	}
503	+
504	+	if (isocut == kFALSE)
505	+	continue;
506	+
507	+	// apply d0 cut
508	+	if (fApplyD0Cut) {
509	+	Bool_t passD0cut = kTRUE;
510	+	if(fD0Cut < 0.05) { // trick to change the signal region cut
511	+	if      (mu->Pt() >  20.0) fD0Cut = 0.02;
512	+	else if (mu->Pt() <= 20.0) fD0Cut = 0.01;
513	+	}
514	+	if(fWhichVertex >= -1) passD0cut = MuonTools::PassD0Cut(mu, fVertices, fD0Cut, fWhichVertex);
515	+	else                   passD0cut = MuonTools::PassD0Cut(mu, fBeamSpot, fD0Cut);
516	+	if (!passD0cut)
517	+	continue;
518		}
519
520	<	// Muon chambers and calo compatibility requirements
521	<	if(fTMOneStationLooseCut == true &&
522	<	myMuonTools.isGood(mu, MuonTools::TMOneStationLoose) == false)
523	<	allCuts = false;
524	<
96	<	if(fTMOneStationTightCut == true &&
97	<	myMuonTools.isGood(mu, MuonTools::TMOneStationTight) == false)
98	<	allCuts = false;
99	<
100	<	if(fTM2DCompatibilityLooseCut == true &&
101	<	myMuonTools.isGood(mu, MuonTools::TM2DCompatibilityLoose) == false)
102	<	allCuts = false;
103	<
104	<	if(fTM2DCompatibilityTightCut == true &&
105	<	myMuonTools.isGood(mu, MuonTools::TM2DCompatibilityTight) == false)
106	<	allCuts = false;
107	<
108	<	// Min Pt requirement
109	<	if(mu->Pt() <= fMuonPtMin) allCuts = false;
110	<
111	<	if(allCuts) {
112	<	CleanMuons->Add(mu);
520	>	// apply dz cut
521	>	if (fApplyDZCut) {
522	>	Bool_t passDZcut = MuonTools::PassDZCut(mu, fVertices, fDZCut, fWhichVertex);
523	>	if (!passDZcut)
524	>	continue;
525		}
526	+
527	+	// add good muon
528	+	CleanMuons->Add(mu);
529		}
530
531	<	//Final Summary Debug Output
532	<	if ( fPrintDebug ) {
118	<	cerr << "Event Dump: " << fNEventsProcessed << endl;
119	<	cerr << "Muons" << endl;
120	<	for (UInt_t i = 0; i < CleanMuons->GetEntries(); i++) {
121	<	cerr << i << " " << CleanMuons->At(i)->Pt() << " " << CleanMuons->At(i)->Eta()
122	<	<< " " << CleanMuons->At(i)->Phi() << endl;
123	<	}
124	<	}
125	<
126	<	//Save Objects for Other Modules to use
127	<	AddObjThisEvt(CleanMuons, fCleanMuonsName.Data());
128	<	}
531	>	// sort according to pt
532	>	CleanMuons->Sort();
533
534	+	// add objects for other modules to use
535	+	AddObjThisEvt(CleanMuons);
536	+	}
537
538		//--------------------------------------------------------------------------------------------------
539		void MuonIDMod::SlaveBegin()
540		{
541		// Run startup code on the computer (slave) doing the actual analysis. Here,
542	<	// we typically initialize histograms and other analysis objects and request
543	<	// branches. For this module, we request a branch of the MitTree.
542	>	// we just request the muon collection branch.
543	>
544	>	// In this case we cannot have a branch
545	>	if (fMuonIsoType.CompareTo("PFIsoNoL") != 0) {
546	>	ReqEventObject(fMuonBranchName, fMuons, kTRUE);
547	>	}
548	>	ReqEventObject(fBeamSpotName, fBeamSpot, kTRUE);
549	>	ReqEventObject(fTrackName, fTracks, kTRUE);
550	>	ReqEventObject(fPFCandidatesName, fPFCandidates, kTRUE);
551	>	if (fMuonIsoType.CompareTo("TrackCaloSliding") == 0
552	>	|| fMuonIsoType.CompareTo("CombinedRelativeConeAreaCorrected") == 0
553	>	|| fMuonIsoType.CompareTo("CombinedRelativeEffectiveAreaCorrected") == 0
554	>	|| fMuonIsoType.CompareTo("PFIsoEffectiveAreaCorrected") == 0
555	>	|| fMuonIsoType.CompareTo("MVA_BDTG_IDIso") == 0
556	>	|| fMuonIsoType.CompareTo("IsoRingsV0_BDTG_Iso") == 0
557	>	|| fMuonIsoType.CompareTo("IsoDeltaR") == 0
558	>	) {
559	>	ReqEventObject(fPileupEnergyDensityName, fPileupEnergyDensity, kTRUE);
560	>	}
561	>
562	>
563	>	if (fMuonIDType.CompareTo("WMuId") == 0)
564	>	fMuIDType = kWMuId;
565	>	else if (fMuonIDType.CompareTo("ZMuId") == 0)
566	>	fMuIDType = kZMuId;
567	>	else if (fMuonIDType.CompareTo("Tight") == 0)
568	>	fMuIDType = kTight;
569	>	else if (fMuonIDType.CompareTo("Loose") == 0)
570	>	fMuIDType = kLoose;
571	>	else if (fMuonIDType.CompareTo("WWMuIdV1") == 0)
572	>	fMuIDType = kWWMuIdV1;
573	>	else if (fMuonIDType.CompareTo("WWMuIdV2") == 0)
574	>	fMuIDType = kWWMuIdV2;
575	>	else if (fMuonIDType.CompareTo("WWMuIdV3") == 0)
576	>	fMuIDType = kWWMuIdV3;
577	>	else if (fMuonIDType.CompareTo("WWMuIdV4") == 0)
578	>	fMuIDType = kWWMuIdV4;
579	>	else if (fMuonIDType.CompareTo("NoId") == 0)
580	>	fMuIDType = kNoId;
581	>	else if (fMuonIDType.CompareTo("Custom") == 0) {
582	>	fMuIDType = kCustomId;
583	>	SendError(kWarning, "SlaveBegin",
584	>	"Custom muon identification is not yet implemented.");
585	>	} else if (fMuonIDType.CompareTo("MVA_BDTG_IDIso") == 0) {
586	>	fMuIDType = kMVAID_BDTG_IDIso;
587	>	} else {
588	>	SendError(kAbortAnalysis, "SlaveBegin",
589	>	"The specified muon identification %s is not defined.",
590	>	fMuonIDType.Data());
591	>	return;
592	>	}
593	>
594	>	if (fMuonIsoType.CompareTo("TrackCalo") == 0)
595	>	fMuIsoType = kTrackCalo;
596	>	else if (fMuonIsoType.CompareTo("TrackCaloCombined") == 0)
597	>	fMuIsoType = kTrackCaloCombined;
598	>	else if (fMuonIsoType.CompareTo("TrackCaloSliding") == 0)
599	>	fMuIsoType = kTrackCaloSliding;
600	>	else if (fMuonIsoType.CompareTo("TrackCaloSlidingNoCorrection") == 0)
601	>	fMuIsoType = kTrackCaloSlidingNoCorrection;
602	>	else if (fMuonIsoType.CompareTo("CombinedRelativeConeAreaCorrected") == 0)
603	>	fMuIsoType = kCombinedRelativeConeAreaCorrected;
604	>	else if (fMuonIsoType.CompareTo("CombinedRelativeEffectiveAreaCorrected") == 0)
605	>	fMuIsoType = kCombinedRelativeEffectiveAreaCorrected;
606	>	else if (fMuonIsoType.CompareTo("PFIso") == 0)
607	>	fMuIsoType = kPFIso;
608	>	else if (fMuonIsoType.CompareTo("PFRadialIso") == 0)
609	>	fMuIsoType = kPFRadialIso;
610	>	else if (fMuonIsoType.CompareTo("PFIsoBetaPUCorrected") == 0)
611	>	fMuIsoType = kPFIsoBetaPUCorrected;
612	>	else if (fMuonIsoType.CompareTo("PFIsoEffectiveAreaCorrected") == 0)
613	>	fMuIsoType = kPFIsoEffectiveAreaCorrected;
614	>	else if (fMuonIsoType.CompareTo("PFIsoNoL") == 0)
615	>	fMuIsoType = kPFIsoNoL;
616	>	else if (fMuonIsoType.CompareTo("NoIso") == 0)
617	>	fMuIsoType = kNoIso;
618	>	else if (fMuonIsoType.CompareTo("Custom") == 0) {
619	>	fMuIsoType = kCustomIso;
620	>	SendError(kWarning, "SlaveBegin",
621	>	"Custom muon isolation is not yet implemented.");
622	>	} else if (fMuonIsoType.CompareTo("MVA_BDTG_IDIso") == 0) {
623	>	fMuIsoType = kMVAIso_BDTG_IDIso;
624	>	} else if (fMuonIsoType.CompareTo("IsoRingsV0_BDTG_Iso") == 0) {
625	>	fMuIsoType = kIsoRingsV0_BDTG_Iso;
626	>	} else if (fMuonIsoType.CompareTo("IsoDeltaR") == 0) {
627	>	fMuIsoType = kIsoDeltaR;
628	>	} else {
629	>	SendError(kAbortAnalysis, "SlaveBegin",
630	>	"The specified muon isolation %s is not defined.",
631	>	fMuonIsoType.Data());
632	>	return;
633	>	}
634	>
635	>	if (fMuonClassType.CompareTo("All") == 0)
636	>	fMuClassType = kAll;
637	>	else if (fMuonClassType.CompareTo("Global") == 0)
638	>	fMuClassType = kGlobal;
639	>	else if (fMuonClassType.CompareTo("GlobalTracker") == 0)
640	>	fMuClassType = kGlobalTracker;
641	>	else if (fMuonClassType.CompareTo("Standalone") == 0)
642	>	fMuClassType = kSta;
643	>	else if (fMuonClassType.CompareTo("TrackerMuon") == 0)
644	>	fMuClassType = kTrackerMuon;
645	>	else if (fMuonClassType.CompareTo("CaloMuon") == 0)
646	>	fMuClassType = kCaloMuon;
647	>	else if (fMuonClassType.CompareTo("TrackerBased") == 0)
648	>	fMuClassType = kTrackerBased;
649	>	else if (fMuonClassType.CompareTo("GlobalOnly") == 0)
650	>	fMuClassType = kGlobalOnly;
651	>	else {
652	>	SendError(kAbortAnalysis, "SlaveBegin",
653	>	"The specified muon class %s is not defined.",
654	>	fMuonClassType.Data());
655	>	return;
656	>	}
657	>
658	>
659	>	//If we use MVA ID, need to load MVA weights
660	>	if     (fMuIsoType == kMVAIso_BDTG_IDIso || fMuIDType == kMVAID_BDTG_IDIso) {
661	>	fMuonTools = new MuonTools();
662	>	fMuonIDMVA = new MuonIDMVA();
663	>	fMuonIDMVA->Initialize("BDTG method",
664	>	string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/BarrelPtBin0_IDIsoCombined_BDTG.weights.xml"))),
665	>	string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/EndcapPtBin0_IDIsoCombined_BDTG.weights.xml"))),
666	>	string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/BarrelPtBin1_IDIsoCombined_BDTG.weights.xml"))),
667	>	string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/EndcapPtBin1_IDIsoCombined_BDTG.weights.xml"))),
668	>	string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/BarrelPtBin2_IDIsoCombined_BDTG.weights.xml"))),
669	>	string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/EndcapPtBin2_IDIsoCombined_BDTG.weights.xml"))),
670	>	MuonIDMVA::kIDIsoCombinedDetIso,
671	>	fTheRhoType);
672	>	}
673	>	else if(fMuIsoType == kIsoRingsV0_BDTG_Iso) {
674	>	std::vector<std::string> muonidiso_weightfiles;
675	>	muonidiso_weightfiles.push_back(string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/MuonIsoMVA_BDTG_V0_barrel_lowpt.weights.xml"))));
676	>	muonidiso_weightfiles.push_back(string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/MuonIsoMVA_BDTG_V0_barrel_highpt.weights.xml"))));
677	>	muonidiso_weightfiles.push_back(string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/MuonIsoMVA_BDTG_V0_endcap_lowpt.weights.xml"))));
678	>	muonidiso_weightfiles.push_back(string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/MuonIsoMVA_BDTG_V0_endcap_highpt.weights.xml"))));
679	>	muonidiso_weightfiles.push_back(string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/MuonIsoMVA_BDTG_V0_tracker.weights.xml"))));
680	>	muonidiso_weightfiles.push_back(string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/MuonIsoMVA_BDTG_V0_global.weights.xml"))));
681	>	fMuonTools = new MuonTools();
682	>	fMuonIDMVA = new MuonIDMVA();
683	>	fMuonIDMVA->Initialize("MuonIso_BDTG_IsoRings",
684	>	MuonIDMVA::kIsoRingsV0,
685	>	kTRUE,
686	>	muonidiso_weightfiles,
687	>	fTheRhoType);
688	>	}
689	>	else if(fMuIsoType == kIsoDeltaR) {
690	>	std::vector<std::string> muonidiso_weightfiles;
691	>	muonidiso_weightfiles.push_back(string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/MuonIsoMVA_santi-V1_LB_BDT.weights.xml"))));
692	>	muonidiso_weightfiles.push_back(string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/MuonIsoMVA_santi-V1_LE_BDT.weights.xml"))));
693	>	muonidiso_weightfiles.push_back(string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/MuonIsoMVA_santi-V1_HB_BDT.weights.xml"))));
694	>	muonidiso_weightfiles.push_back(string((getenv("CMSSW_BASE")+string("/src/MitPhysics/data/MuonMVAWeights/MuonIsoMVA_santi-V1_HE_BDT.weights.xml"))));
695	>	fMuonTools = new MuonTools();
696	>	fMuonIDMVA = new MuonIDMVA();
697	>	fMuonIDMVA->Initialize("muonHZZ2012IsoDRMVA",
698	>	MuonIDMVA::kIsoDeltaR,
699	>	kTRUE,
700	>	muonidiso_weightfiles,
701	>	fTheRhoType);
702	>	}
703
138	–	ReqBranch(fMuonName,              fMuons);
704		}
705
706	+
707		//--------------------------------------------------------------------------------------------------
708	<	void MuonIDMod::SlaveTerminate()
708	>	Bool_t MuonIDMod::PassMuonMVA_BDTG_IdIso(const Muon *mu, const Vertex *vertex,
709	>	const PileupEnergyDensityCol *PileupEnergyDensity) const
710		{
144	–	// Run finishing code on the computer (slave) that did the analysis. For this
145	–	// module, we dont do anything here.
711
712	+	const Track *muTrk=0;
713	+	if(mu->HasTrackerTrk())         { muTrk = mu->TrackerTrk();    }
714	+	else if(mu->HasStandaloneTrk()) { muTrk = mu->StandaloneTrk(); }
715	+
716	+	Double_t MVAValue = fMuonIDMVA->MVAValue(mu,vertex,fMuonTools,fPFCandidates,PileupEnergyDensity);
717	+
718	+	Int_t subdet = 0;
719	+	if (fabs(muTrk->Eta()) < 1.479) subdet = 0;
720	+	else subdet = 1;
721	+	Int_t ptBin = 0;
722	+	if (muTrk->Pt() > 14.5) ptBin = 1;
723	+	if (muTrk->Pt() > 20.0) ptBin = 2;
724	+
725	+	Int_t MVABin = -1;
726	+	if      (subdet == 0 && ptBin == 0) MVABin = 0;
727	+	else if (subdet == 1 && ptBin == 0) MVABin = 1;
728	+	else if (subdet == 0 && ptBin == 1) MVABin = 2;
729	+	else if (subdet == 1 && ptBin == 1) MVABin = 3;
730	+	else if (subdet == 0 && ptBin == 2) MVABin = 4;
731	+	else if (subdet == 1 && ptBin == 2) MVABin = 5;
732	+
733	+	Double_t MVACut = -999;
734	+	if      (MVABin == 0) MVACut = -0.5618;
735	+	else if (MVABin == 1) MVACut = -0.3002;
736	+	else if (MVABin == 2) MVACut = -0.4642;
737	+	else if (MVABin == 3) MVACut = -0.2478;
738	+	else if (MVABin == 4) MVACut =  0.1706;
739	+	else if (MVABin == 5) MVACut =  0.8146;
740	+
741	+	if (MVAValue > MVACut) return kTRUE;
742	+	return kFALSE;
743	+	}
744	+
745	+	//--------------------------------------------------------------------------------------------------
746	+	Bool_t MuonIDMod::PassMuonIsoRingsV0_BDTG_Iso(const Muon *mu, const Vertex *vertex,
747	+	const PileupEnergyDensityCol *PileupEnergyDensity) const
748	+	{
749	+
750	+	Bool_t isDebug = kFALSE;
751	+	const Track *muTrk=0;
752	+	if(mu->HasTrackerTrk())         { muTrk = mu->TrackerTrk();    }
753	+	else if(mu->HasStandaloneTrk()) { muTrk = mu->StandaloneTrk(); }
754	+
755	+	ElectronOArr *tempElectrons = new  ElectronOArr;
756	+	MuonOArr     *tempMuons     = new  MuonOArr;
757	+	Double_t MVAValue = fMuonIDMVA->MVAValue(mu,vertex,fMuonTools,fPFCandidates,
758	+	PileupEnergyDensity,MuonTools::kMuEAFall11MC,tempElectrons,tempMuons,isDebug);
759	+	delete tempElectrons;
760	+	delete tempMuons;
761	+
762	+	Int_t MVABin = fMuonIDMVA->GetMVABin(muTrk->Eta(), muTrk->Pt(), mu->IsGlobalMuon(), mu->IsTrackerMuon());
763	+
764	+	Double_t MVACut = -1.0;
765	+	Double_t eta = mu->AbsEta();
766	+	if     (mu->Pt() <  20 && eta <  1.479) MVACut = 0.86;
767	+	else if(mu->Pt() <  20 && eta >= 1.479) MVACut = 0.82;
768	+	else if(mu->Pt() >= 20 && eta <  1.479) MVACut = 0.82;
769	+	else if(mu->Pt() >= 20 && eta >= 1.479) MVACut = 0.86;
770	+
771	+	if(fPFIsolationCut > -1.0) MVACut = fPFIsolationCut;
772	+
773	+	if(isDebug == kTRUE){
774	+	printf("PassMuonIsoRingsV0_BDTG_IsoDebug: %d, pt, eta = %f, %f, rho = %f(%f) : RingsMVA = %f, bin: %d\n",
775	+	GetEventHeader()->EvtNum(),mu->Pt(), mu->Eta(),
776	+	fPileupEnergyDensity->At(0)->Rho(),fPileupEnergyDensity->At(0)->RhoKt6PFJets(),MVAValue,MVABin);
777	+	}
778	+
779	+	if (MVAValue > MVACut) return kTRUE;
780	+	return kFALSE;
781	+	}
782	+
783	+	//--------------------------------------------------------------------------------------------------
784	+	Bool_t MuonIDMod::PassMuonIsoDeltaR(const Muon *mu, const Vertex *vertex,
785	+	const PileupEnergyDensityCol *PileupEnergyDensity) const
786	+	{
787	+
788	+	const Track *muTrk=0;
789	+	if(mu->HasTrackerTrk())         { muTrk = mu->TrackerTrk();    }
790	+	else if(mu->HasStandaloneTrk()) { muTrk = mu->StandaloneTrk(); }
791	+
792	+	ElectronOArr *tempElectrons = new  ElectronOArr;
793	+	MuonOArr     *tempMuons     = new  MuonOArr;
794	+	Double_t MVAValue = fMuonIDMVA->MVAValue(mu,vertex,fMuonTools,fPFNoPileUpCands,
795	+	PileupEnergyDensity,MuonTools::kMuEAFall11MC,tempElectrons,tempMuons,kFALSE);
796	+	delete tempElectrons;
797	+	delete tempMuons;
798	+
799	+	Int_t MVABin = fMuonIDMVA->GetMVABin(muTrk->Eta(), muTrk->Pt(), mu->IsGlobalMuon(), mu->IsTrackerMuon());
800	+
801	+	Double_t MVACut = -999;
802	+	if      (MVABin == 0) MVACut =  0.000;
803	+	else if (MVABin == 1) MVACut =  0.000;
804	+	else if (MVABin == 2) MVACut =  0.000;
805	+	else if (MVABin == 3) MVACut =  0.000;
806	+
807	+	if (MVAValue > MVACut) return kTRUE;
808	+	return kFALSE;
809		}
810
811		//--------------------------------------------------------------------------------------------------
812		void MuonIDMod::Terminate()
813		{
814	<	// Run finishing code on the client computer. For this module, we dont do
815	<	// anything here.
814	>	// Run finishing code on the computer (slave) that did the analysis
815	>	delete fMuonIDMVA;
816	>
817	>	delete fMuonTools;
818		}

Diff Legend

–	Removed lines
+	Added lines
<	Changed lines
>	Changed lines