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892226be | 1 | /************************************************************************** |
2 | * Copyright(c) 1998-1999, ALICE Experiment at CERN, All rights reserved. * | |
3 | * * | |
4 | * Author: The ALICE Off-line Project. * | |
5 | * Contributors are mentioned in the code where appropriate. * | |
6 | * * | |
7 | * Permission to use, copy, modify and distribute this software and its * | |
8 | * documentation strictly for non-commercial purposes is hereby granted * | |
9 | * without fee, provided that the above copyright notice appears in all * | |
10 | * copies and that both the copyright notice and this permission notice * | |
11 | * appear in the supporting documentation. The authors make no claims * | |
12 | * about the suitability of this software for any purpose. It is * | |
13 | * provided "as is" without express or implied warranty. * | |
14 | **************************************************************************/ | |
15 | ||
16 | ||
17 | /////////////////////////////////////////////////////////////////////////////// | |
18 | // // | |
19 | // Class providing the calculation of derived quantities (mean,rms,fits,...) // | |
20 | // of calibration entries // | |
21 | /* | |
22 | ||
23 | ||
24 | */ | |
25 | //////////////////////////////////////////////////////////////////////////////// | |
26 | ||
27 | #include <TMath.h> | |
28 | #include <TVectorT.h> | |
29 | #include <TObjArray.h> | |
30 | #include <TGraph.h> | |
7390f655 | 31 | #include <TFile.h> |
32 | #include <TDirectory.h> | |
949d8707 | 33 | #include <TMap.h> |
34 | #include <TGraphErrors.h> | |
a23ba1c3 | 35 | #include <AliCDBStorage.h> |
892226be | 36 | #include <AliDCSSensorArray.h> |
a23ba1c3 | 37 | #include <AliTPCSensorTempArray.h> |
892226be | 38 | #include <AliDCSSensor.h> |
949d8707 | 39 | #include <AliLog.h> |
40 | #include <AliCDBEntry.h> | |
41 | #include <AliCDBManager.h> | |
42 | #include <AliCDBId.h> | |
df5d3222 | 43 | #include <AliSplineFit.h> |
892226be | 44 | #include "AliTPCcalibDB.h" |
45 | #include "AliTPCCalPad.h" | |
46 | #include "AliTPCCalROC.h" | |
47 | #include "AliTPCROC.h" | |
48 | #include "AliTPCmapper.h" | |
49 | #include "AliTPCParam.h" | |
6e7d7dc4 | 50 | #include "AliTPCCalibRaw.h" |
949d8707 | 51 | #include "AliTPCPreprocessorOnline.h" |
52 | #include "AliTPCdataQA.h" | |
a23ba1c3 | 53 | #include "AliLog.h" |
892226be | 54 | #include "AliTPCcalibDButil.h" |
a23ba1c3 | 55 | #include "AliTPCCalibVdrift.h" |
1fabc823 | 56 | #include "AliMathBase.h" |
a980538f | 57 | #include "AliRelAlignerKalman.h" |
892226be | 58 | |
8166d5d7 | 59 | const Float_t kAlmost0=1.e-30; |
60 | ||
892226be | 61 | ClassImp(AliTPCcalibDButil) |
62 | AliTPCcalibDButil::AliTPCcalibDButil() : | |
63 | TObject(), | |
1e722a63 | 64 | fCalibDB(0), |
892226be | 65 | fPadNoise(0x0), |
66 | fPedestals(0x0), | |
67 | fPulserTmean(0x0), | |
68 | fPulserTrms(0x0), | |
69 | fPulserQmean(0x0), | |
70 | fPulserOutlier(new AliTPCCalPad("PulserOutliers","PulserOutliers")), | |
71 | fCETmean(0x0), | |
72 | fCETrms(0x0), | |
73 | fCEQmean(0x0), | |
74 | fALTROMasked(0x0), | |
6e7d7dc4 | 75 | fCalibRaw(0x0), |
949d8707 | 76 | fDataQA(0x0), |
77 | fRefMap(0x0), | |
78 | fCurrentRefMap(0x0), | |
79 | fRefValidity(""), | |
7390f655 | 80 | fRefPadNoise(0x0), |
81 | fRefPedestals(0x0), | |
949d8707 | 82 | fRefPedestalMasked(0x0), |
7390f655 | 83 | fRefPulserTmean(0x0), |
84 | fRefPulserTrms(0x0), | |
85 | fRefPulserQmean(0x0), | |
86 | fRefPulserOutlier(new AliTPCCalPad("RefPulserOutliers","RefPulserOutliers")), | |
949d8707 | 87 | fRefPulserMasked(0x0), |
7390f655 | 88 | fRefCETmean(0x0), |
89 | fRefCETrms(0x0), | |
90 | fRefCEQmean(0x0), | |
949d8707 | 91 | fRefCEMasked(0x0), |
92 | fRefALTROFPED(0x0), | |
93 | fRefALTROZsThr(0x0), | |
94 | fRefALTROAcqStart(0x0), | |
95 | fRefALTROAcqStop(0x0), | |
7390f655 | 96 | fRefALTROMasked(0x0), |
97 | fRefCalibRaw(0x0), | |
949d8707 | 98 | fRefDataQA(0x0), |
892226be | 99 | fGoofieArray(0x0), |
100 | fMapper(new AliTPCmapper(0x0)), | |
101 | fNpulserOutliers(-1), | |
7390f655 | 102 | fIrocTimeOffset(0), |
892226be | 103 | fCETmaxLimitAbs(1.5), |
104 | fPulTmaxLimitAbs(1.5), | |
105 | fPulQmaxLimitAbs(5), | |
a23ba1c3 | 106 | fPulQminLimit(11), |
107 | fRuns(0), // run list with OCDB info | |
108 | fRunsStart(0), // start time for given run | |
109 | fRunsStop(0) // stop time for given run | |
892226be | 110 | { |
111 | // | |
112 | // Default ctor | |
113 | // | |
114 | } | |
115 | //_____________________________________________________________________________________ | |
116 | AliTPCcalibDButil::~AliTPCcalibDButil() | |
117 | { | |
118 | // | |
119 | // dtor | |
120 | // | |
121 | delete fPulserOutlier; | |
7390f655 | 122 | delete fRefPulserOutlier; |
892226be | 123 | delete fMapper; |
7390f655 | 124 | if (fRefPadNoise) delete fRefPadNoise; |
125 | if (fRefPedestals) delete fRefPedestals; | |
949d8707 | 126 | if (fRefPedestalMasked) delete fRefPedestalMasked; |
7390f655 | 127 | if (fRefPulserTmean) delete fRefPulserTmean; |
128 | if (fRefPulserTrms) delete fRefPulserTrms; | |
129 | if (fRefPulserQmean) delete fRefPulserQmean; | |
949d8707 | 130 | if (fRefPulserMasked) delete fRefPulserMasked; |
7390f655 | 131 | if (fRefCETmean) delete fRefCETmean; |
132 | if (fRefCETrms) delete fRefCETrms; | |
133 | if (fRefCEQmean) delete fRefCEQmean; | |
949d8707 | 134 | if (fRefCEMasked) delete fRefCEMasked; |
135 | if (fRefALTROFPED) delete fRefALTROFPED; | |
136 | if (fRefALTROZsThr) delete fRefALTROZsThr; | |
137 | if (fRefALTROAcqStart) delete fRefALTROAcqStart; | |
138 | if (fRefALTROAcqStop) delete fRefALTROAcqStop; | |
7390f655 | 139 | if (fRefALTROMasked) delete fRefALTROMasked; |
140 | if (fRefCalibRaw) delete fRefCalibRaw; | |
949d8707 | 141 | if (fCurrentRefMap) delete fCurrentRefMap; |
892226be | 142 | } |
143 | //_____________________________________________________________________________________ | |
144 | void AliTPCcalibDButil::UpdateFromCalibDB() | |
145 | { | |
146 | // | |
147 | // Update pointers from calibDB | |
148 | // | |
1e722a63 | 149 | if (!fCalibDB) fCalibDB=AliTPCcalibDB::Instance(); |
56ce896d | 150 | fCalibDB->UpdateNonRec(); // load all infromation now |
892226be | 151 | fPadNoise=fCalibDB->GetPadNoise(); |
152 | fPedestals=fCalibDB->GetPedestals(); | |
153 | fPulserTmean=fCalibDB->GetPulserTmean(); | |
154 | fPulserTrms=fCalibDB->GetPulserTrms(); | |
155 | fPulserQmean=fCalibDB->GetPulserQmean(); | |
156 | fCETmean=fCalibDB->GetCETmean(); | |
157 | fCETrms=fCalibDB->GetCETrms(); | |
158 | fCEQmean=fCalibDB->GetCEQmean(); | |
159 | fALTROMasked=fCalibDB->GetALTROMasked(); | |
160 | fGoofieArray=fCalibDB->GetGoofieSensors(fCalibDB->GetRun()); | |
6e7d7dc4 | 161 | fCalibRaw=fCalibDB->GetCalibRaw(); |
949d8707 | 162 | fDataQA=fCalibDB->GetDataQA(); |
892226be | 163 | UpdatePulserOutlierMap(); |
22c558aa | 164 | // SetReferenceRun(); |
165 | // UpdateRefDataFromOCDB(); | |
892226be | 166 | } |
167 | //_____________________________________________________________________________________ | |
7390f655 | 168 | void AliTPCcalibDButil::ProcessCEdata(const char* fitFormula, TVectorD &fitResultsA, TVectorD &fitResultsC, |
8166d5d7 | 169 | Int_t &noutliersCE, Double_t & chi2A, Double_t &chi2C, AliTPCCalPad * const outCE) |
892226be | 170 | { |
171 | // | |
172 | // Process the CE data for this run | |
173 | // the return TVectorD arrays contian the results of the fit | |
174 | // noutliersCE contains the number of pads marked as outliers, | |
175 | // not including masked and edge pads | |
176 | // | |
177 | ||
178 | //retrieve CE and ALTRO data | |
179 | if (!fCETmean){ | |
180 | TString fitString(fitFormula); | |
181 | fitString.ReplaceAll("++","#"); | |
182 | Int_t ndim=fitString.CountChar('#')+2; | |
183 | fitResultsA.ResizeTo(ndim); | |
184 | fitResultsC.ResizeTo(ndim); | |
185 | fitResultsA.Zero(); | |
186 | fitResultsC.Zero(); | |
187 | noutliersCE=-1; | |
188 | return; | |
189 | } | |
190 | noutliersCE=0; | |
191 | //create outlier map | |
7390f655 | 192 | AliTPCCalPad *out=0; |
193 | if (outCE) out=outCE; | |
194 | else out=new AliTPCCalPad("outCE","outCE"); | |
892226be | 195 | AliTPCCalROC *rocMasked=0x0; |
196 | //loop over all channels | |
197 | for (UInt_t iroc=0;iroc<fCETmean->kNsec;++iroc){ | |
198 | AliTPCCalROC *rocData=fCETmean->GetCalROC(iroc); | |
199 | if (fALTROMasked) rocMasked=fALTROMasked->GetCalROC(iroc); | |
7390f655 | 200 | AliTPCCalROC *rocOut=out->GetCalROC(iroc); |
6e7d7dc4 | 201 | if (!rocData) { |
202 | noutliersCE+=AliTPCROC::Instance()->GetNChannels(iroc); | |
7390f655 | 203 | rocOut->Add(1.); |
6e7d7dc4 | 204 | continue; |
205 | } | |
892226be | 206 | //add time offset to IROCs |
207 | if (iroc<AliTPCROC::Instance()->GetNInnerSector()) | |
208 | rocData->Add(fIrocTimeOffset); | |
209 | //select outliers | |
210 | UInt_t nrows=rocData->GetNrows(); | |
211 | for (UInt_t irow=0;irow<nrows;++irow){ | |
212 | UInt_t npads=rocData->GetNPads(irow); | |
213 | for (UInt_t ipad=0;ipad<npads;++ipad){ | |
7390f655 | 214 | rocOut->SetValue(irow,ipad,0); |
892226be | 215 | //exclude masked pads |
216 | if (rocMasked && rocMasked->GetValue(irow,ipad)) { | |
7390f655 | 217 | rocOut->SetValue(irow,ipad,1); |
892226be | 218 | continue; |
219 | } | |
732e90a8 | 220 | //exclude first two rows in IROC and last two rows in OROC |
221 | if (iroc<36){ | |
222 | if (irow<2) rocOut->SetValue(irow,ipad,1); | |
223 | } else { | |
224 | if (irow>nrows-3) rocOut->SetValue(irow,ipad,1); | |
225 | } | |
892226be | 226 | //exclude edge pads |
7390f655 | 227 | if (ipad==0||ipad==npads-1) rocOut->SetValue(irow,ipad,1); |
228 | Float_t valTmean=rocData->GetValue(irow,ipad); | |
892226be | 229 | //exclude values that are exactly 0 |
8166d5d7 | 230 | if ( !(TMath::Abs(valTmean)>kAlmost0) ) { |
7390f655 | 231 | rocOut->SetValue(irow,ipad,1); |
892226be | 232 | ++noutliersCE; |
233 | } | |
234 | // exclude channels with too large variations | |
235 | if (TMath::Abs(valTmean)>fCETmaxLimitAbs) { | |
7390f655 | 236 | rocOut->SetValue(irow,ipad,1); |
892226be | 237 | ++noutliersCE; |
238 | } | |
239 | } | |
240 | } | |
241 | } | |
242 | //perform fit | |
243 | TMatrixD dummy; | |
2cb269df | 244 | Float_t chi2Af,chi2Cf; |
245 | fCETmean->GlobalSidesFit(out,fitFormula,fitResultsA,fitResultsC,dummy,dummy,chi2Af,chi2Cf); | |
246 | chi2A=chi2Af; | |
247 | chi2C=chi2Cf; | |
7390f655 | 248 | if (!outCE) delete out; |
892226be | 249 | } |
250 | //_____________________________________________________________________________________ | |
251 | void AliTPCcalibDButil::ProcessCEgraphs(TVectorD &vecTEntries, TVectorD &vecTMean, TVectorD &vecTRMS, TVectorD &vecTMedian, | |
252 | TVectorD &vecQEntries, TVectorD &vecQMean, TVectorD &vecQRMS, TVectorD &vecQMedian, | |
253 | Float_t &driftTimeA, Float_t &driftTimeC ) | |
254 | { | |
255 | // | |
256 | // Calculate statistical information from the CE graphs for drift time and charge | |
257 | // | |
258 | ||
259 | //reset arrays | |
260 | vecTEntries.ResizeTo(72); | |
261 | vecTMean.ResizeTo(72); | |
262 | vecTRMS.ResizeTo(72); | |
263 | vecTMedian.ResizeTo(72); | |
264 | vecQEntries.ResizeTo(72); | |
265 | vecQMean.ResizeTo(72); | |
266 | vecQRMS.ResizeTo(72); | |
267 | vecQMedian.ResizeTo(72); | |
268 | vecTEntries.Zero(); | |
269 | vecTMean.Zero(); | |
270 | vecTRMS.Zero(); | |
271 | vecTMedian.Zero(); | |
272 | vecQEntries.Zero(); | |
273 | vecQMean.Zero(); | |
274 | vecQRMS.Zero(); | |
275 | vecQMedian.Zero(); | |
276 | driftTimeA=0; | |
277 | driftTimeC=0; | |
278 | TObjArray *arrT=fCalibDB->GetCErocTtime(); | |
279 | TObjArray *arrQ=fCalibDB->GetCErocQtime(); | |
280 | if (arrT){ | |
281 | for (Int_t isec=0;isec<74;++isec){ | |
282 | TGraph *gr=(TGraph*)arrT->At(isec); | |
283 | if (!gr) continue; | |
284 | TVectorD values; | |
285 | Int_t npoints = gr->GetN(); | |
286 | values.ResizeTo(npoints); | |
287 | Int_t nused =0; | |
6e7d7dc4 | 288 | //skip first points, theres always some problems with finding the CE position |
289 | for (Int_t ipoint=4; ipoint<npoints; ipoint++){ | |
290 | if (gr->GetY()[ipoint]>500 && gr->GetY()[ipoint]<1020 ){ | |
892226be | 291 | values[nused]=gr->GetY()[ipoint]; |
292 | nused++; | |
293 | } | |
294 | } | |
295 | // | |
296 | if (isec<72) vecTEntries[isec]= nused; | |
297 | if (nused>1){ | |
298 | if (isec<72){ | |
299 | vecTMedian[isec] = TMath::Median(nused,values.GetMatrixArray()); | |
300 | vecTMean[isec] = TMath::Mean(nused,values.GetMatrixArray()); | |
301 | vecTRMS[isec] = TMath::RMS(nused,values.GetMatrixArray()); | |
302 | } else if (isec==72){ | |
303 | driftTimeA=TMath::Median(nused,values.GetMatrixArray()); | |
304 | } else if (isec==73){ | |
305 | driftTimeC=TMath::Median(nused,values.GetMatrixArray()); | |
306 | } | |
307 | } | |
308 | } | |
309 | } | |
310 | if (arrQ){ | |
6e7d7dc4 | 311 | for (Int_t isec=0;isec<arrQ->GetEntriesFast();++isec){ |
892226be | 312 | TGraph *gr=(TGraph*)arrQ->At(isec); |
313 | if (!gr) continue; | |
314 | TVectorD values; | |
315 | Int_t npoints = gr->GetN(); | |
316 | values.ResizeTo(npoints); | |
317 | Int_t nused =0; | |
318 | for (Int_t ipoint=0; ipoint<npoints; ipoint++){ | |
817766d5 | 319 | if (gr->GetY()[ipoint]>10 && gr->GetY()[ipoint]<500 ){ |
892226be | 320 | values[nused]=gr->GetY()[ipoint]; |
321 | nused++; | |
322 | } | |
323 | } | |
324 | // | |
6e7d7dc4 | 325 | vecQEntries[isec]= nused; |
892226be | 326 | if (nused>1){ |
327 | vecQMedian[isec] = TMath::Median(nused,values.GetMatrixArray()); | |
328 | vecQMean[isec] = TMath::Mean(nused,values.GetMatrixArray()); | |
329 | vecQRMS[isec] = TMath::RMS(nused,values.GetMatrixArray()); | |
330 | } | |
331 | } | |
332 | } | |
333 | } | |
334 | ||
335 | //_____________________________________________________________________________________ | |
336 | void AliTPCcalibDButil::ProcessNoiseData(TVectorD &vNoiseMean, TVectorD &vNoiseMeanSenRegions, | |
337 | TVectorD &vNoiseRMS, TVectorD &vNoiseRMSSenRegions, | |
93425263 | 338 | Int_t &nonMaskedZero, Int_t &nNaN) |
892226be | 339 | { |
340 | // | |
341 | // process noise data | |
342 | // vNoiseMean/RMS contains the Mean/RMS noise of the complete TPC [0], IROCs only [1], | |
343 | // OROCs small pads [2] and OROCs large pads [3] | |
344 | // vNoiseMean/RMSsenRegions constains the same information, but only for the sensitive regions (edge pads, corners, IROC spot) | |
345 | // nonMaskedZero contains the number of pads which show zero noise and were not masked. This might indicate an error | |
346 | // | |
347 | ||
348 | //set proper size and reset | |
349 | const UInt_t infoSize=4; | |
350 | vNoiseMean.ResizeTo(infoSize); | |
351 | vNoiseMeanSenRegions.ResizeTo(infoSize); | |
352 | vNoiseRMS.ResizeTo(infoSize); | |
353 | vNoiseRMSSenRegions.ResizeTo(infoSize); | |
354 | vNoiseMean.Zero(); | |
355 | vNoiseMeanSenRegions.Zero(); | |
356 | vNoiseRMS.Zero(); | |
357 | vNoiseRMSSenRegions.Zero(); | |
358 | nonMaskedZero=0; | |
93425263 | 359 | nNaN=0; |
892226be | 360 | //counters |
361 | TVectorD c(infoSize); | |
362 | TVectorD cs(infoSize); | |
363 | //tpc parameters | |
364 | AliTPCParam par; | |
365 | par.Update(); | |
366 | //retrieve noise and ALTRO data | |
367 | if (!fPadNoise) return; | |
368 | AliTPCCalROC *rocMasked=0x0; | |
369 | //create IROC, OROC1, OROC2 and sensitive region masks | |
370 | for (UInt_t isec=0;isec<AliTPCCalPad::kNsec;++isec){ | |
371 | AliTPCCalROC *noiseROC=fPadNoise->GetCalROC(isec); | |
372 | if (fALTROMasked) rocMasked=fALTROMasked->GetCalROC(isec); | |
373 | UInt_t nrows=noiseROC->GetNrows(); | |
374 | for (UInt_t irow=0;irow<nrows;++irow){ | |
375 | UInt_t npads=noiseROC->GetNPads(irow); | |
376 | for (UInt_t ipad=0;ipad<npads;++ipad){ | |
377 | //don't use masked channels; | |
378 | if (rocMasked && rocMasked->GetValue(irow,ipad)) continue; | |
379 | Float_t noiseVal=noiseROC->GetValue(irow,ipad); | |
380 | //check if noise==0 | |
8166d5d7 | 381 | if (noiseVal<kAlmost0) { |
892226be | 382 | ++nonMaskedZero; |
383 | continue; | |
384 | } | |
385 | //check for nan | |
386 | if ( !(noiseVal<10000000) ){ | |
93425263 | 387 | // printf ("Warning: nan detected in (sec,row,pad - val): %02d,%02d,%03d - %.1f\n",isec,irow,ipad,noiseVal); |
388 | ++nNaN; | |
892226be | 389 | continue; |
390 | } | |
391 | Int_t cpad=(Int_t)ipad-(Int_t)npads/2; | |
392 | Int_t masksen=1; // sensitive pards are not masked (0) | |
393 | if (ipad<2||npads-ipad-1<2) masksen=0; //don't mask edge pads (sensitive) | |
394 | if (isec<AliTPCROC::Instance()->GetNInnerSector()){ | |
395 | //IROCs | |
396 | if (irow>19&&irow<46){ | |
397 | if (TMath::Abs(cpad)<7) masksen=0; //IROC spot | |
398 | } | |
399 | Int_t type=1; | |
400 | vNoiseMean[type]+=noiseVal; | |
401 | vNoiseRMS[type]+=noiseVal*noiseVal; | |
402 | ++c[type]; | |
403 | if (!masksen){ | |
404 | vNoiseMeanSenRegions[type]+=noiseVal; | |
405 | vNoiseRMSSenRegions[type]+=noiseVal*noiseVal; | |
406 | ++cs[type]; | |
407 | } | |
408 | } else { | |
409 | //OROCs | |
410 | //define sensive regions | |
411 | if ((nrows-irow-1)<3) masksen=0; //last three rows in OROCs are sensitive | |
412 | if ( irow>75 ){ | |
413 | Int_t padEdge=(Int_t)TMath::Min(ipad,npads-ipad); | |
414 | if (padEdge<((((Int_t)irow-76)/4+1))*2) masksen=0; //OROC outer corners are sensitive | |
415 | } | |
416 | if ((Int_t)irow<par.GetNRowUp1()){ | |
417 | //OROC1 | |
418 | Int_t type=2; | |
419 | vNoiseMean[type]+=noiseVal; | |
420 | vNoiseRMS[type]+=noiseVal*noiseVal; | |
421 | ++c[type]; | |
422 | if (!masksen){ | |
423 | vNoiseMeanSenRegions[type]+=noiseVal; | |
424 | vNoiseRMSSenRegions[type]+=noiseVal*noiseVal; | |
425 | ++cs[type]; | |
426 | } | |
427 | }else{ | |
428 | //OROC2 | |
429 | Int_t type=3; | |
430 | vNoiseMean[type]+=noiseVal; | |
431 | vNoiseRMS[type]+=noiseVal*noiseVal; | |
432 | ++c[type]; | |
433 | if (!masksen){ | |
434 | vNoiseMeanSenRegions[type]+=noiseVal; | |
435 | vNoiseRMSSenRegions[type]+=noiseVal*noiseVal; | |
436 | ++cs[type]; | |
437 | } | |
438 | } | |
439 | } | |
440 | //whole tpc | |
441 | Int_t type=0; | |
442 | vNoiseMean[type]+=noiseVal; | |
443 | vNoiseRMS[type]+=noiseVal*noiseVal; | |
444 | ++c[type]; | |
445 | if (!masksen){ | |
446 | vNoiseMeanSenRegions[type]+=noiseVal; | |
447 | vNoiseRMSSenRegions[type]+=noiseVal*noiseVal; | |
448 | ++cs[type]; | |
449 | } | |
450 | }//end loop pads | |
451 | }//end loop rows | |
452 | }//end loop sectors (rocs) | |
453 | ||
454 | //calculate mean and RMS | |
455 | const Double_t verySmall=0.0000000001; | |
456 | for (UInt_t i=0;i<infoSize;++i){ | |
457 | Double_t mean=0; | |
458 | Double_t rms=0; | |
459 | Double_t meanSen=0; | |
460 | Double_t rmsSen=0; | |
461 | ||
462 | if (c[i]>verySmall){ | |
463 | // printf ("i: %d - m: %.3f, c: %.0f, r: %.3f\n",i,vNoiseMean[i],c[i],vNoiseRMS[i]); | |
464 | mean=vNoiseMean[i]/c[i]; | |
465 | rms=vNoiseRMS[i]; | |
466 | rms=TMath::Sqrt(TMath::Abs(rms/c[i]-mean*mean)); | |
467 | } | |
468 | vNoiseMean[i]=mean; | |
469 | vNoiseRMS[i]=rms; | |
470 | ||
471 | if (cs[i]>verySmall){ | |
472 | meanSen=vNoiseMeanSenRegions[i]/cs[i]; | |
473 | rmsSen=vNoiseRMSSenRegions[i]; | |
474 | rmsSen=TMath::Sqrt(TMath::Abs(rmsSen/cs[i]-meanSen*meanSen)); | |
475 | } | |
476 | vNoiseMeanSenRegions[i]=meanSen; | |
477 | vNoiseRMSSenRegions[i]=rmsSen; | |
478 | } | |
479 | } | |
480 | ||
abb20887 | 481 | //_____________________________________________________________________________________ |
482 | void AliTPCcalibDButil::ProcessQAData(TVectorD &vQaOcc, TVectorD &vQaQtot, | |
483 | TVectorD &vQaQmax) | |
484 | { | |
485 | // | |
486 | // process QA data | |
487 | // | |
488 | // vQaOcc/Qtot/Qmax contains the Mean occupancy/Qtot/Qmax for each sector | |
489 | // | |
490 | ||
491 | ||
492 | const UInt_t infoSize = 72; | |
493 | //reset counters to error number | |
494 | vQaOcc.ResizeTo(infoSize); | |
495 | vQaOcc.Zero(); | |
496 | vQaQtot.ResizeTo(infoSize); | |
497 | vQaQtot.Zero(); | |
498 | vQaQmax.ResizeTo(infoSize); | |
499 | vQaQmax.Zero(); | |
500 | //counter | |
501 | //retrieve pulser and ALTRO data | |
502 | ||
503 | if (!fDataQA) { | |
504 | ||
505 | AliInfo("No QA data"); | |
506 | return; | |
507 | } | |
508 | if (fDataQA->GetEventCounter()<=0) { | |
509 | ||
510 | AliInfo("No QA data"); | |
511 | return; // no data processed | |
512 | } | |
513 | // | |
514 | fDataQA->Analyse(); | |
515 | ||
516 | TVectorD normOcc(infoSize); | |
517 | TVectorD normQ(infoSize); | |
518 | ||
519 | for (UInt_t isec=0;isec<AliTPCCalPad::kNsec;++isec){ | |
520 | ||
521 | printf("Sector %d\n", isec); | |
522 | ||
523 | AliTPCCalROC* occupancyROC = fDataQA->GetNoThreshold()->GetCalROC(isec); | |
524 | AliTPCCalROC* nclusterROC = fDataQA->GetNLocalMaxima()->GetCalROC(isec); | |
525 | AliTPCCalROC* qROC = fDataQA->GetMeanCharge()->GetCalROC(isec); | |
526 | AliTPCCalROC* qmaxROC = fDataQA->GetMaxCharge()->GetCalROC(isec); | |
527 | if (!occupancyROC) continue; | |
528 | if (!nclusterROC) continue; | |
529 | if (!qROC) continue; | |
530 | if (!qmaxROC) continue; | |
531 | ||
532 | const UInt_t nchannels=occupancyROC->GetNchannels(); | |
533 | ||
534 | printf("Nchannels %d\n", nchannels); | |
535 | ||
536 | for (UInt_t ichannel=0;ichannel<nchannels;++ichannel){ | |
537 | ||
538 | vQaOcc[isec] += occupancyROC->GetValue(ichannel); | |
539 | ++normOcc[isec]; | |
540 | ||
541 | Float_t nClusters = nclusterROC->GetValue(ichannel); | |
542 | normQ[isec] += nClusters; | |
543 | vQaQtot[isec]+=nClusters*qROC->GetValue(ichannel); | |
544 | vQaQmax[isec]+=nClusters*qmaxROC->GetValue(ichannel); | |
545 | } | |
546 | } | |
547 | ||
548 | //calculate mean values | |
549 | for (UInt_t isec=0;isec<AliTPCCalPad::kNsec;++isec){ | |
550 | ||
551 | if (normOcc[isec]>0) vQaOcc[isec] /= normOcc[isec]; | |
552 | else vQaOcc[isec] = 0; | |
553 | ||
554 | if (normQ[isec]>0) { | |
555 | vQaQtot[isec] /= normQ[isec]; | |
556 | vQaQmax[isec] /= normQ[isec]; | |
557 | }else { | |
558 | ||
559 | vQaQtot[isec] = 0; | |
560 | vQaQmax[isec] = 0; | |
561 | } | |
562 | } | |
563 | } | |
564 | ||
892226be | 565 | //_____________________________________________________________________________________ |
566 | void AliTPCcalibDButil::ProcessPulser(TVectorD &vMeanTime) | |
567 | { | |
568 | // | |
569 | // Process the Pulser information | |
570 | // vMeanTime: pulser mean time position in IROC-A, IROC-C, OROC-A, OROC-C | |
571 | // | |
572 | ||
573 | const UInt_t infoSize=4; | |
574 | //reset counters to error number | |
575 | vMeanTime.ResizeTo(infoSize); | |
576 | vMeanTime.Zero(); | |
577 | //counter | |
578 | TVectorD c(infoSize); | |
579 | //retrieve pulser and ALTRO data | |
580 | if (!fPulserTmean) return; | |
581 | // | |
582 | //get Outliers | |
583 | AliTPCCalROC *rocOut=0x0; | |
584 | for (UInt_t isec=0;isec<AliTPCCalPad::kNsec;++isec){ | |
585 | AliTPCCalROC *tmeanROC=fPulserTmean->GetCalROC(isec); | |
586 | if (!tmeanROC) continue; | |
587 | rocOut=fPulserOutlier->GetCalROC(isec); | |
588 | UInt_t nchannels=tmeanROC->GetNchannels(); | |
589 | for (UInt_t ichannel=0;ichannel<nchannels;++ichannel){ | |
590 | if (rocOut && rocOut->GetValue(ichannel)) continue; | |
591 | Float_t val=tmeanROC->GetValue(ichannel); | |
592 | Int_t type=isec/18; | |
593 | vMeanTime[type]+=val; | |
594 | ++c[type]; | |
595 | } | |
596 | } | |
597 | //calculate mean | |
598 | for (UInt_t itype=0; itype<infoSize; ++itype){ | |
599 | if (c[itype]>0) vMeanTime[itype]/=c[itype]; | |
600 | else vMeanTime[itype]=0; | |
601 | } | |
602 | } | |
603 | //_____________________________________________________________________________________ | |
604 | void AliTPCcalibDButil::ProcessALTROConfig(Int_t &nMasked) | |
605 | { | |
606 | // | |
607 | // Get Values from ALTRO configuration data | |
608 | // | |
609 | nMasked=-1; | |
610 | if (!fALTROMasked) return; | |
611 | nMasked=0; | |
612 | for (Int_t isec=0;isec<fALTROMasked->kNsec; ++isec){ | |
613 | AliTPCCalROC *rocMasked=fALTROMasked->GetCalROC(isec); | |
614 | for (UInt_t ichannel=0; ichannel<rocMasked->GetNchannels();++ichannel){ | |
615 | if (rocMasked->GetValue(ichannel)) ++nMasked; | |
616 | } | |
617 | } | |
618 | } | |
619 | //_____________________________________________________________________________________ | |
620 | void AliTPCcalibDButil::ProcessGoofie(TVectorD & vecEntries, TVectorD & vecMedian, TVectorD &vecMean, TVectorD &vecRMS) | |
621 | { | |
622 | // | |
623 | // Proces Goofie values, return statistical information of the currently set goofieArray | |
624 | // The meaning of the entries are given below | |
625 | /* | |
626 | 1 TPC_ANODE_I_A00_STAT | |
627 | 2 TPC_DVM_CO2 | |
628 | 3 TPC_DVM_DriftVelocity | |
629 | 4 TPC_DVM_FCageHV | |
630 | 5 TPC_DVM_GainFar | |
631 | 6 TPC_DVM_GainNear | |
632 | 7 TPC_DVM_N2 | |
633 | 8 TPC_DVM_NumberOfSparks | |
634 | 9 TPC_DVM_PeakAreaFar | |
635 | 10 TPC_DVM_PeakAreaNear | |
636 | 11 TPC_DVM_PeakPosFar | |
637 | 12 TPC_DVM_PeakPosNear | |
638 | 13 TPC_DVM_PickupHV | |
639 | 14 TPC_DVM_Pressure | |
640 | 15 TPC_DVM_T1_Over_P | |
641 | 16 TPC_DVM_T2_Over_P | |
642 | 17 TPC_DVM_T_Over_P | |
643 | 18 TPC_DVM_TemperatureS1 | |
644 | */ | |
645 | if (!fGoofieArray){ | |
646 | Int_t nsensors=19; | |
647 | vecEntries.ResizeTo(nsensors); | |
648 | vecMedian.ResizeTo(nsensors); | |
649 | vecMean.ResizeTo(nsensors); | |
650 | vecRMS.ResizeTo(nsensors); | |
651 | vecEntries.Zero(); | |
652 | vecMedian.Zero(); | |
653 | vecMean.Zero(); | |
654 | vecRMS.Zero(); | |
655 | return; | |
656 | } | |
657 | Double_t kEpsilon=0.0000000001; | |
658 | Double_t kBig=100000000000.; | |
659 | Int_t nsensors = fGoofieArray->NumSensors(); | |
660 | vecEntries.ResizeTo(nsensors); | |
661 | vecMedian.ResizeTo(nsensors); | |
662 | vecMean.ResizeTo(nsensors); | |
663 | vecRMS.ResizeTo(nsensors); | |
664 | TVectorF values; | |
665 | for (Int_t isensor=0; isensor<fGoofieArray->NumSensors();isensor++){ | |
666 | AliDCSSensor *gsensor = fGoofieArray->GetSensor(isensor); | |
667 | if (gsensor && gsensor->GetGraph()){ | |
668 | Int_t npoints = gsensor->GetGraph()->GetN(); | |
669 | // filter zeroes | |
670 | values.ResizeTo(npoints); | |
671 | Int_t nused =0; | |
672 | for (Int_t ipoint=0; ipoint<npoints; ipoint++){ | |
673 | if (TMath::Abs(gsensor->GetGraph()->GetY()[ipoint])>kEpsilon && | |
674 | TMath::Abs(gsensor->GetGraph()->GetY()[ipoint])<kBig ){ | |
675 | values[nused]=gsensor->GetGraph()->GetY()[ipoint]; | |
676 | nused++; | |
677 | } | |
678 | } | |
679 | // | |
680 | vecEntries[isensor]= nused; | |
681 | if (nused>1){ | |
682 | vecMedian[isensor] = TMath::Median(nused,values.GetMatrixArray()); | |
683 | vecMean[isensor] = TMath::Mean(nused,values.GetMatrixArray()); | |
684 | vecRMS[isensor] = TMath::RMS(nused,values.GetMatrixArray()); | |
685 | } | |
686 | } | |
687 | } | |
688 | } | |
7390f655 | 689 | //_____________________________________________________________________________________ |
690 | void AliTPCcalibDButil::ProcessPedestalVariations(TVectorF &pedestalDeviations) | |
691 | { | |
692 | // | |
693 | // check the variations of the pedestal data to the reference pedestal data | |
694 | // thresholds are 0.5, 1.0, 1.5 and 2 timebins respectively. | |
695 | // | |
696 | const Int_t npar=4; | |
697 | TVectorF vThres(npar); //thresholds | |
698 | Int_t nActive=0; //number of active channels | |
699 | ||
700 | //reset and set thresholds | |
701 | pedestalDeviations.ResizeTo(npar); | |
702 | for (Int_t i=0;i<npar;++i){ | |
703 | pedestalDeviations.GetMatrixArray()[i]=0; | |
704 | vThres.GetMatrixArray()[i]=(i+1)*.5; | |
705 | } | |
706 | //check all needed data is available | |
707 | if (!fRefPedestals || !fPedestals || !fALTROMasked || !fRefALTROMasked) return; | |
708 | //loop over all channels | |
709 | for (UInt_t isec=0;isec<AliTPCCalPad::kNsec;++isec){ | |
710 | AliTPCCalROC *pROC=fPedestals->GetCalROC(isec); | |
711 | AliTPCCalROC *pRefROC=fRefPedestals->GetCalROC(isec); | |
712 | AliTPCCalROC *mROC=fALTROMasked->GetCalROC(isec); | |
713 | AliTPCCalROC *mRefROC=fRefALTROMasked->GetCalROC(isec); | |
714 | UInt_t nrows=mROC->GetNrows(); | |
715 | for (UInt_t irow=0;irow<nrows;++irow){ | |
716 | UInt_t npads=mROC->GetNPads(irow); | |
717 | for (UInt_t ipad=0;ipad<npads;++ipad){ | |
718 | //don't use masked channels; | |
719 | if (mROC ->GetValue(irow,ipad)) continue; | |
720 | if (mRefROC->GetValue(irow,ipad)) continue; | |
721 | Float_t deviation=TMath::Abs(pROC->GetValue(irow,ipad)-pRefROC->GetValue(irow,ipad)); | |
722 | for (Int_t i=0;i<npar;++i){ | |
723 | if (deviation>vThres[i]) | |
724 | ++pedestalDeviations.GetMatrixArray()[i]; | |
725 | } | |
726 | ++nActive; | |
727 | }//end ipad | |
728 | }//ind irow | |
729 | }//end isec | |
730 | if (nActive>0){ | |
731 | for (Int_t i=0;i<npar;++i){ | |
732 | pedestalDeviations.GetMatrixArray()[i]/=nActive; | |
733 | } | |
734 | } | |
735 | } | |
736 | //_____________________________________________________________________________________ | |
737 | void AliTPCcalibDButil::ProcessNoiseVariations(TVectorF &noiseDeviations) | |
738 | { | |
739 | // | |
740 | // check the variations of the noise data to the reference noise data | |
741 | // thresholds are 5, 10, 15 and 20 percent respectively. | |
742 | // | |
743 | const Int_t npar=4; | |
744 | TVectorF vThres(npar); //thresholds | |
745 | Int_t nActive=0; //number of active channels | |
746 | ||
747 | //reset and set thresholds | |
748 | noiseDeviations.ResizeTo(npar); | |
749 | for (Int_t i=0;i<npar;++i){ | |
750 | noiseDeviations.GetMatrixArray()[i]=0; | |
751 | vThres.GetMatrixArray()[i]=(i+1)*.05; | |
752 | } | |
753 | //check all needed data is available | |
754 | if (!fRefPadNoise || !fPadNoise || !fALTROMasked || !fRefALTROMasked) return; | |
755 | //loop over all channels | |
756 | for (UInt_t isec=0;isec<AliTPCCalPad::kNsec;++isec){ | |
757 | AliTPCCalROC *nROC=fPadNoise->GetCalROC(isec); | |
758 | AliTPCCalROC *nRefROC=fRefPadNoise->GetCalROC(isec); | |
759 | AliTPCCalROC *mROC=fALTROMasked->GetCalROC(isec); | |
760 | AliTPCCalROC *mRefROC=fRefALTROMasked->GetCalROC(isec); | |
761 | UInt_t nrows=mROC->GetNrows(); | |
762 | for (UInt_t irow=0;irow<nrows;++irow){ | |
763 | UInt_t npads=mROC->GetNPads(irow); | |
764 | for (UInt_t ipad=0;ipad<npads;++ipad){ | |
765 | //don't use masked channels; | |
766 | if (mROC ->GetValue(irow,ipad)) continue; | |
767 | if (mRefROC->GetValue(irow,ipad)) continue; | |
32100b1d | 768 | if (nRefROC->GetValue(irow,ipad)==0) continue; |
7390f655 | 769 | Float_t deviation=(nROC->GetValue(irow,ipad)/nRefROC->GetValue(irow,ipad))-1; |
770 | for (Int_t i=0;i<npar;++i){ | |
771 | if (deviation>vThres[i]) | |
772 | ++noiseDeviations.GetMatrixArray()[i]; | |
773 | } | |
774 | ++nActive; | |
775 | }//end ipad | |
776 | }//ind irow | |
777 | }//end isec | |
778 | if (nActive>0){ | |
779 | for (Int_t i=0;i<npar;++i){ | |
780 | noiseDeviations.GetMatrixArray()[i]/=nActive; | |
781 | } | |
782 | } | |
783 | } | |
784 | //_____________________________________________________________________________________ | |
785 | void AliTPCcalibDButil::ProcessPulserVariations(TVectorF &pulserQdeviations, Float_t &varQMean, | |
786 | Int_t &npadsOutOneTB, Int_t &npadsOffAdd) | |
787 | { | |
788 | // | |
789 | // check the variations of the pulserQmean data to the reference pulserQmean data: pulserQdeviations | |
790 | // thresholds are .5, 1, 5 and 10 percent respectively. | |
791 | // | |
792 | // | |
793 | const Int_t npar=4; | |
794 | TVectorF vThres(npar); //thresholds | |
795 | Int_t nActive=0; //number of active channels | |
796 | ||
797 | //reset and set thresholds | |
798 | pulserQdeviations.ResizeTo(npar); | |
799 | for (Int_t i=0;i<npar;++i){ | |
800 | pulserQdeviations.GetMatrixArray()[i]=0; | |
801 | } | |
802 | npadsOutOneTB=0; | |
803 | npadsOffAdd=0; | |
804 | varQMean=0; | |
805 | vThres.GetMatrixArray()[0]=.005; | |
806 | vThres.GetMatrixArray()[1]=.01; | |
807 | vThres.GetMatrixArray()[2]=.05; | |
808 | vThres.GetMatrixArray()[3]=.1; | |
809 | //check all needed data is available | |
810 | if (!fRefPulserTmean || !fPulserTmean || !fPulserQmean || !fRefPulserQmean || !fALTROMasked || !fRefALTROMasked) return; | |
811 | // | |
812 | UpdateRefPulserOutlierMap(); | |
813 | //loop over all channels | |
732e90a8 | 814 | for (UInt_t isec=0;isec<AliTPCCalPad::kNsec;++isec){ |
7390f655 | 815 | AliTPCCalROC *pqROC=fPulserQmean->GetCalROC(isec); |
816 | AliTPCCalROC *pqRefROC=fRefPulserQmean->GetCalROC(isec); | |
817 | AliTPCCalROC *ptROC=fPulserTmean->GetCalROC(isec); | |
732e90a8 | 818 | // AliTPCCalROC *ptRefROC=fRefPulserTmean->GetCalROC(isec); |
7390f655 | 819 | AliTPCCalROC *mROC=fALTROMasked->GetCalROC(isec); |
820 | AliTPCCalROC *mRefROC=fRefALTROMasked->GetCalROC(isec); | |
821 | AliTPCCalROC *oROC=fPulserOutlier->GetCalROC(isec); | |
d30aa177 | 822 | Float_t ptmean=ptROC->GetMean(oROC); |
7390f655 | 823 | UInt_t nrows=mROC->GetNrows(); |
824 | for (UInt_t irow=0;irow<nrows;++irow){ | |
825 | UInt_t npads=mROC->GetNPads(irow); | |
826 | for (UInt_t ipad=0;ipad<npads;++ipad){ | |
827 | //don't use masked channels; | |
828 | if (mROC ->GetValue(irow,ipad)) continue; | |
829 | if (mRefROC->GetValue(irow,ipad)) continue; | |
830 | //don't user edge pads | |
831 | if (ipad==0||ipad==npads-1) continue; | |
832 | //data | |
833 | Float_t pq=pqROC->GetValue(irow,ipad); | |
834 | Float_t pqRef=pqRefROC->GetValue(irow,ipad); | |
835 | Float_t pt=ptROC->GetValue(irow,ipad); | |
836 | // Float_t ptRef=ptRefROC->GetValue(irow,ipad); | |
837 | //comparisons q | |
838 | Float_t deviation=TMath::Abs(pq/pqRef-1); | |
839 | for (Int_t i=0;i<npar;++i){ | |
840 | if (deviation>vThres[i]) | |
841 | ++pulserQdeviations.GetMatrixArray()[i]; | |
842 | } | |
843 | if (pqRef>11&&pq<11) ++npadsOffAdd; | |
844 | varQMean+=pq-pqRef; | |
845 | //comparisons t | |
d30aa177 | 846 | if (TMath::Abs(pt-ptmean)>1) ++npadsOutOneTB; |
7390f655 | 847 | ++nActive; |
848 | }//end ipad | |
849 | }//ind irow | |
850 | }//end isec | |
851 | if (nActive>0){ | |
852 | for (Int_t i=0;i<npar;++i){ | |
853 | pulserQdeviations.GetMatrixArray()[i]/=nActive; | |
854 | varQMean/=nActive; | |
855 | } | |
856 | } | |
857 | } | |
892226be | 858 | //_____________________________________________________________________________________ |
859 | void AliTPCcalibDButil::UpdatePulserOutlierMap() | |
7390f655 | 860 | { |
861 | // | |
8166d5d7 | 862 | // Update the outlier map of the pulser data |
7390f655 | 863 | // |
864 | PulserOutlierMap(fPulserOutlier,fPulserTmean, fPulserQmean); | |
865 | } | |
866 | //_____________________________________________________________________________________ | |
867 | void AliTPCcalibDButil::UpdateRefPulserOutlierMap() | |
868 | { | |
869 | // | |
8166d5d7 | 870 | // Update the outlier map of the pulser reference data |
7390f655 | 871 | // |
872 | PulserOutlierMap(fRefPulserOutlier,fRefPulserTmean, fRefPulserQmean); | |
873 | } | |
874 | //_____________________________________________________________________________________ | |
875 | void AliTPCcalibDButil::PulserOutlierMap(AliTPCCalPad *pulOut, const AliTPCCalPad *pulT, const AliTPCCalPad *pulQ) | |
892226be | 876 | { |
877 | // | |
878 | // Create a map that contains outliers from the Pulser calibration data. | |
879 | // The outliers include masked channels, edge pads and pads with | |
880 | // too large timing and charge variations. | |
7390f655 | 881 | // fNpulserOutliers is the number of outliers in the Pulser calibration data. |
892226be | 882 | // those do not contain masked and edge pads |
883 | // | |
7390f655 | 884 | if (!pulT||!pulQ) { |
892226be | 885 | //reset map |
7390f655 | 886 | pulOut->Multiply(0.); |
892226be | 887 | fNpulserOutliers=-1; |
888 | return; | |
889 | } | |
890 | AliTPCCalROC *rocMasked=0x0; | |
891 | fNpulserOutliers=0; | |
892 | ||
893 | //Create Outlier Map | |
894 | for (UInt_t isec=0;isec<AliTPCCalPad::kNsec;++isec){ | |
7390f655 | 895 | AliTPCCalROC *tmeanROC=pulT->GetCalROC(isec); |
896 | AliTPCCalROC *qmeanROC=pulQ->GetCalROC(isec); | |
897 | AliTPCCalROC *outROC=pulOut->GetCalROC(isec); | |
892226be | 898 | if (!tmeanROC||!qmeanROC) { |
899 | //reset outliers in this ROC | |
900 | outROC->Multiply(0.); | |
901 | continue; | |
902 | } | |
903 | if (fALTROMasked) rocMasked=fALTROMasked->GetCalROC(isec); | |
904 | // Double_t dummy=0; | |
905 | // Float_t qmedian=qmeanROC->GetLTM(&dummy,.5); | |
906 | // Float_t tmedian=tmeanROC->GetLTM(&dummy,.5); | |
907 | UInt_t nrows=tmeanROC->GetNrows(); | |
908 | for (UInt_t irow=0;irow<nrows;++irow){ | |
909 | UInt_t npads=tmeanROC->GetNPads(irow); | |
910 | for (UInt_t ipad=0;ipad<npads;++ipad){ | |
911 | Int_t outlier=0,masked=0; | |
912 | Float_t q=qmeanROC->GetValue(irow,ipad); | |
913 | Float_t t=tmeanROC->GetValue(irow,ipad); | |
914 | //masked channels are outliers | |
915 | if (rocMasked && rocMasked->GetValue(irow,ipad)) masked=1; | |
916 | //edge pads are outliers | |
917 | if (ipad==0||ipad==npads-1) masked=1; | |
918 | //channels with too large charge or timing deviation from the meadian are outliers | |
919 | // if (TMath::Abs(q-qmedian)>fPulQmaxLimitAbs || TMath::Abs(t-tmedian)>fPulTmaxLimitAbs) outlier=1; | |
920 | if (q<fPulQminLimit && !masked) outlier=1; | |
921 | //check for nan | |
922 | if ( !(q<10000000) || !(t<10000000)) outlier=1; | |
923 | outROC->SetValue(irow,ipad,outlier+masked); | |
924 | fNpulserOutliers+=outlier; | |
925 | } | |
926 | } | |
927 | } | |
928 | } | |
929 | //_____________________________________________________________________________________ | |
2cb269df | 930 | AliTPCCalPad* AliTPCcalibDButil::CreatePadTime0(Int_t model, Double_t &gyA, Double_t &gyC, Double_t &chi2A, Double_t &chi2C ) |
892226be | 931 | { |
932 | // | |
933 | // Create pad time0 object from pulser and/or CE data, depending on the selected model | |
934 | // Model 0: normalise each readout chamber to its mean, outlier cutted, only Pulser | |
935 | // Model 1: normalise IROCs/OROCs of each readout side to its mean, only Pulser | |
732e90a8 | 936 | // Model 2: use CE data and a combination CE fit + pulser in the outlier regions. |
892226be | 937 | // |
2cb269df | 938 | // In case model 2 is invoked - gy arival time gradient is also returned |
939 | // | |
940 | gyA=0; | |
941 | gyC=0; | |
892226be | 942 | AliTPCCalPad *padTime0=new AliTPCCalPad("PadTime0",Form("PadTime0-Model_%d",model)); |
943 | // decide between different models | |
944 | if (model==0||model==1){ | |
945 | TVectorD vMean; | |
946 | if (model==1) ProcessPulser(vMean); | |
947 | for (UInt_t isec=0;isec<AliTPCCalPad::kNsec;++isec){ | |
948 | AliTPCCalROC *rocPulTmean=fPulserTmean->GetCalROC(isec); | |
949 | if (!rocPulTmean) continue; | |
950 | AliTPCCalROC *rocTime0=padTime0->GetCalROC(isec); | |
951 | AliTPCCalROC *rocOut=fPulserOutlier->GetCalROC(isec); | |
952 | Float_t mean=rocPulTmean->GetMean(rocOut); | |
953 | //treat case where a whole partition is masked | |
8166d5d7 | 954 | if ( TMath::Abs(mean)<kAlmost0 ) mean=rocPulTmean->GetMean(); |
892226be | 955 | if (model==1) { |
956 | Int_t type=isec/18; | |
957 | mean=vMean[type]; | |
958 | } | |
959 | UInt_t nrows=rocTime0->GetNrows(); | |
960 | for (UInt_t irow=0;irow<nrows;++irow){ | |
961 | UInt_t npads=rocTime0->GetNPads(irow); | |
962 | for (UInt_t ipad=0;ipad<npads;++ipad){ | |
963 | Float_t time=rocPulTmean->GetValue(irow,ipad); | |
964 | //in case of an outlier pad use the mean of the altro values. | |
965 | //This should be the most precise guess in that case. | |
966 | if (rocOut->GetValue(irow,ipad)) { | |
967 | time=GetMeanAltro(rocPulTmean,irow,ipad,rocOut); | |
8166d5d7 | 968 | if ( TMath::Abs(time)<kAlmost0 ) time=mean; |
892226be | 969 | } |
970 | Float_t val=time-mean; | |
971 | rocTime0->SetValue(irow,ipad,val); | |
972 | } | |
973 | } | |
974 | } | |
2cb269df | 975 | } else if (model==2){ |
976 | Double_t pgya,pgyc,pchi2a,pchi2c; | |
977 | AliTPCCalPad * padPulser = CreatePadTime0(1,pgya,pgyc,pchi2a,pchi2c); | |
978 | fCETmean->Add(padPulser,-1.); | |
732e90a8 | 979 | TVectorD vA,vC; |
980 | AliTPCCalPad outCE("outCE","outCE"); | |
981 | Int_t nOut; | |
2cb269df | 982 | ProcessCEdata("(sector<36)++gy++gx++(lx-134)++(sector<36)*(lx-134)++(ly/lx)^2",vA,vC,nOut,chi2A, chi2C,&outCE); |
983 | AliTPCCalPad *padFit=AliTPCCalPad::CreateCalPadFit("1++0++gy++0++(lx-134)++0++0",vA,vC); | |
732e90a8 | 984 | // AliTPCCalPad *padFit=AliTPCCalPad::CreateCalPadFit("1++(sector<36)++gy++gx++(lx-134)++(sector<36)*(lx-134)",vA,vC); |
2cb269df | 985 | if (!padFit) { delete padPulser; return 0;} |
986 | gyA=vA[2]; | |
987 | gyC=vC[2]; | |
988 | fCETmean->Add(padPulser,1.); | |
732e90a8 | 989 | padTime0->Add(fCETmean); |
2cb269df | 990 | padTime0->Add(padFit,-1); |
991 | delete padPulser; | |
732e90a8 | 992 | TVectorD vFitROC; |
993 | TMatrixD mFitROC; | |
994 | Float_t chi2; | |
995 | for (UInt_t isec=0;isec<AliTPCCalPad::kNsec;++isec){ | |
996 | AliTPCCalROC *rocPulTmean=fPulserTmean->GetCalROC(isec); | |
997 | AliTPCCalROC *rocTime0=padTime0->GetCalROC(isec); | |
998 | AliTPCCalROC *rocOutPul=fPulserOutlier->GetCalROC(isec); | |
999 | AliTPCCalROC *rocOutCE=outCE.GetCalROC(isec); | |
1000 | rocTime0->GlobalFit(rocOutCE,kFALSE,vFitROC,mFitROC,chi2); | |
1001 | AliTPCCalROC *rocCEfit=AliTPCCalROC::CreateGlobalFitCalROC(vFitROC, isec); | |
1002 | Float_t mean=rocPulTmean->GetMean(rocOutPul); | |
8166d5d7 | 1003 | if ( TMath::Abs(mean)<kAlmost0 ) mean=rocPulTmean->GetMean(); |
732e90a8 | 1004 | UInt_t nrows=rocTime0->GetNrows(); |
1005 | for (UInt_t irow=0;irow<nrows;++irow){ | |
1006 | UInt_t npads=rocTime0->GetNPads(irow); | |
1007 | for (UInt_t ipad=0;ipad<npads;++ipad){ | |
1008 | Float_t timePulser=rocPulTmean->GetValue(irow,ipad)-mean; | |
1009 | if (rocOutCE->GetValue(irow,ipad)){ | |
1010 | Float_t valOut=rocCEfit->GetValue(irow,ipad); | |
1011 | if (!rocOutPul->GetValue(irow,ipad)) valOut+=timePulser; | |
1012 | rocTime0->SetValue(irow,ipad,valOut); | |
1013 | } | |
1014 | } | |
1015 | } | |
1016 | delete rocCEfit; | |
1017 | } | |
1018 | delete padFit; | |
892226be | 1019 | } |
2cb269df | 1020 | Double_t median = padTime0->GetMedian(); |
1021 | padTime0->Add(-median); // normalize to median | |
892226be | 1022 | return padTime0; |
1023 | } | |
1024 | //_____________________________________________________________________________________ | |
98a4cc77 | 1025 | Float_t AliTPCcalibDButil::GetMeanAltro(const AliTPCCalROC *roc, const Int_t row, const Int_t pad, AliTPCCalROC *const rocOut) |
892226be | 1026 | { |
8166d5d7 | 1027 | // |
1028 | // GetMeanAlto information | |
1029 | // | |
892226be | 1030 | if (roc==0) return 0.; |
1031 | const Int_t sector=roc->GetSector(); | |
1032 | AliTPCROC *tpcRoc=AliTPCROC::Instance(); | |
1033 | const UInt_t altroRoc=fMapper->GetFEC(sector,row,pad)*8+fMapper->GetChip(sector,row,pad); | |
1034 | Float_t mean=0; | |
1035 | Int_t n=0; | |
1036 | ||
1037 | //loop over a small range around the requested pad (+-10 rows/pads) | |
1038 | for (Int_t irow=row-10;irow<row+10;++irow){ | |
1039 | if (irow<0||irow>(Int_t)tpcRoc->GetNRows(sector)-1) continue; | |
1040 | for (Int_t ipad=pad-10; ipad<pad+10;++ipad){ | |
1041 | if (ipad<0||ipad>(Int_t)tpcRoc->GetNPads(sector,irow)-1) continue; | |
1042 | const UInt_t altroCurr=fMapper->GetFEC(sector,irow,ipad)*8+fMapper->GetChip(sector,irow,ipad); | |
1043 | if (altroRoc!=altroCurr) continue; | |
1044 | if ( rocOut && rocOut->GetValue(irow,ipad) ) continue; | |
1045 | Float_t val=roc->GetValue(irow,ipad); | |
1046 | mean+=val; | |
1047 | ++n; | |
1048 | } | |
1049 | } | |
1050 | if (n>0) mean/=n; | |
1051 | return mean; | |
1052 | } | |
7390f655 | 1053 | //_____________________________________________________________________________________ |
1054 | void AliTPCcalibDButil::SetRefFile(const char* filename) | |
1055 | { | |
1056 | // | |
1057 | // load cal pad objects form the reference file | |
1058 | // | |
1059 | TDirectory *currDir=gDirectory; | |
1060 | TFile f(filename); | |
1061 | fRefPedestals=(AliTPCCalPad*)f.Get("Pedestals"); | |
1062 | fRefPadNoise=(AliTPCCalPad*)f.Get("PadNoise"); | |
1063 | //pulser data | |
1064 | fRefPulserTmean=(AliTPCCalPad*)f.Get("PulserTmean"); | |
1065 | fRefPulserTrms=(AliTPCCalPad*)f.Get("PulserTrms"); | |
1066 | fRefPulserQmean=(AliTPCCalPad*)f.Get("PulserQmean"); | |
1067 | //CE data | |
1068 | fRefCETmean=(AliTPCCalPad*)f.Get("CETmean"); | |
1069 | fRefCETrms=(AliTPCCalPad*)f.Get("CETrms"); | |
1070 | fRefCEQmean=(AliTPCCalPad*)f.Get("CEQmean"); | |
1071 | //Altro data | |
1072 | // fRefALTROAcqStart=(AliTPCCalPad*)f.Get("ALTROAcqStart"); | |
1073 | // fRefALTROZsThr=(AliTPCCalPad*)f.Get("ALTROZsThr"); | |
1074 | // fRefALTROFPED=(AliTPCCalPad*)f.Get("ALTROFPED"); | |
1075 | // fRefALTROAcqStop=(AliTPCCalPad*)f.Get("ALTROAcqStop"); | |
1076 | fRefALTROMasked=(AliTPCCalPad*)f.Get("ALTROMasked"); | |
1077 | f.Close(); | |
1078 | currDir->cd(); | |
1079 | } | |
949d8707 | 1080 | //_____________________________________________________________________________________ |
1081 | void AliTPCcalibDButil::UpdateRefDataFromOCDB() | |
1082 | { | |
1083 | // | |
1084 | // set reference data from OCDB Reference map | |
1085 | // | |
1086 | if (!fRefMap) { | |
1087 | AliWarning("Referenc map not set!"); | |
1088 | return; | |
1089 | } | |
1090 | ||
1091 | TString cdbPath; | |
1092 | AliCDBEntry* entry = 0x0; | |
1093 | Bool_t hasAnyChanged=kFALSE; | |
1094 | ||
1095 | //pedestals | |
1096 | cdbPath="TPC/Calib/Pedestals"; | |
1097 | if (HasRefChanged(cdbPath.Data())){ | |
1098 | hasAnyChanged=kTRUE; | |
1099 | //delete old entries | |
1100 | if (fRefPedestals) delete fRefPedestals; | |
1101 | if (fRefPedestalMasked) delete fRefPedestalMasked; | |
1102 | fRefPedestals=fRefPedestalMasked=0x0; | |
1103 | //get new entries | |
1104 | entry=GetRefEntry(cdbPath.Data()); | |
1105 | if (entry){ | |
1106 | entry->SetOwner(kTRUE); | |
1107 | fRefPedestals=GetRefCalPad(entry); | |
1108 | delete entry; | |
1109 | fRefPedestalMasked=GetAltroMasked(cdbPath, "MaskedPedestals"); | |
1110 | } | |
1111 | } | |
7390f655 | 1112 | |
949d8707 | 1113 | //noise |
1114 | cdbPath="TPC/Calib/PadNoise"; | |
1115 | if (HasRefChanged(cdbPath.Data())){ | |
1116 | hasAnyChanged=kTRUE; | |
1117 | //delete old entry | |
1118 | if (fRefPadNoise) delete fRefPadNoise; | |
1119 | fRefPadNoise=0x0; | |
1120 | //get new entry | |
1121 | entry=GetRefEntry(cdbPath.Data()); | |
1122 | if (entry){ | |
1123 | entry->SetOwner(kTRUE); | |
1124 | fRefPadNoise=GetRefCalPad(entry); | |
1125 | delete entry; | |
1126 | } | |
1127 | } | |
1128 | ||
1129 | //pulser | |
1130 | cdbPath="TPC/Calib/Pulser"; | |
1131 | if (HasRefChanged(cdbPath.Data())){ | |
1132 | hasAnyChanged=kTRUE; | |
1133 | //delete old entries | |
1134 | if (fRefPulserTmean) delete fRefPulserTmean; | |
1135 | if (fRefPulserTrms) delete fRefPulserTrms; | |
1136 | if (fRefPulserQmean) delete fRefPulserQmean; | |
1137 | if (fRefPulserMasked) delete fRefPulserMasked; | |
1138 | fRefPulserTmean=fRefPulserTrms=fRefPulserQmean=fRefPulserMasked=0x0; | |
1139 | //get new entries | |
1140 | entry=GetRefEntry(cdbPath.Data()); | |
1141 | if (entry){ | |
1142 | entry->SetOwner(kTRUE); | |
1143 | fRefPulserTmean=GetRefCalPad(entry,"PulserTmean"); | |
1144 | fRefPulserTrms=GetRefCalPad(entry,"PulserTrms"); | |
1145 | fRefPulserQmean=GetRefCalPad(entry,"PulserQmean"); | |
1146 | delete entry; | |
1147 | fRefPulserMasked=GetAltroMasked(cdbPath, "MaskedPulser"); | |
1148 | } | |
1149 | } | |
2cb269df | 1150 | |
949d8707 | 1151 | //ce |
1152 | cdbPath="TPC/Calib/CE"; | |
1153 | if (HasRefChanged(cdbPath.Data())){ | |
1154 | hasAnyChanged=kTRUE; | |
1155 | //delete old entries | |
1156 | if (fRefCETmean) delete fRefCETmean; | |
1157 | if (fRefCETrms) delete fRefCETrms; | |
1158 | if (fRefCEQmean) delete fRefCEQmean; | |
1159 | if (fRefCEMasked) delete fRefCEMasked; | |
1160 | fRefCETmean=fRefCETrms=fRefCEQmean=fRefCEMasked=0x0; | |
1161 | //get new entries | |
1162 | entry=GetRefEntry(cdbPath.Data()); | |
1163 | if (entry){ | |
1164 | entry->SetOwner(kTRUE); | |
1165 | fRefCETmean=GetRefCalPad(entry,"CETmean"); | |
1166 | fRefCETrms=GetRefCalPad(entry,"CETrms"); | |
1167 | fRefCEQmean=GetRefCalPad(entry,"CEQmean"); | |
1168 | delete entry; | |
1169 | fRefCEMasked=GetAltroMasked(cdbPath, "MaskedCE"); | |
1170 | } | |
1171 | } | |
1172 | ||
1173 | //altro data | |
1174 | cdbPath="TPC/Calib/AltroConfig"; | |
1175 | if (HasRefChanged(cdbPath.Data())){ | |
1176 | hasAnyChanged=kTRUE; | |
1177 | //delete old entries | |
1178 | if (fRefALTROFPED) delete fRefALTROFPED; | |
1179 | if (fRefALTROZsThr) delete fRefALTROZsThr; | |
1180 | if (fRefALTROAcqStart) delete fRefALTROAcqStart; | |
1181 | if (fRefALTROAcqStop) delete fRefALTROAcqStop; | |
1182 | if (fRefALTROMasked) delete fRefALTROMasked; | |
1183 | fRefALTROFPED=fRefALTROZsThr=fRefALTROAcqStart=fRefALTROAcqStop=fRefALTROMasked=0x0; | |
1184 | //get new entries | |
1185 | entry=GetRefEntry(cdbPath.Data()); | |
1186 | if (entry){ | |
1187 | entry->SetOwner(kTRUE); | |
1188 | fRefALTROFPED=GetRefCalPad(entry,"FPED"); | |
1189 | fRefALTROZsThr=GetRefCalPad(entry,"ZsThr"); | |
1190 | fRefALTROAcqStart=GetRefCalPad(entry,"AcqStart"); | |
1191 | fRefALTROAcqStop=GetRefCalPad(entry,"AcqStop"); | |
1192 | fRefALTROMasked=GetRefCalPad(entry,"Masked"); | |
1193 | delete entry; | |
1194 | } | |
1195 | } | |
1196 | ||
1197 | //raw data | |
1198 | /* | |
1199 | cdbPath="TPC/Calib/Raw"; | |
1200 | if (HasRefChanged(cdbPath.Data())){ | |
1201 | hasAnyChanged=kTRUE; | |
1202 | //delete old entry | |
1203 | if (fRefCalibRaw) delete fRefCalibRaw; | |
1204 | //get new entry | |
1205 | entry=GetRefEntry(cdbPath.Data()); | |
1206 | if (entry){ | |
1207 | entry->SetOwner(kTRUE); | |
1208 | TObjArray *arr=(TObjArray*)entry->GetObject(); | |
1209 | if (!arr){ | |
a980538f | 1210 | AliError(Form("Could not get object from entry '%s'\nPlease check!!!",entry->GetId().GetPath().Data())); |
949d8707 | 1211 | } else { |
1212 | fRefCalibRaw=(AliTPCCalibRaw*)arr->At(0)->Clone(); | |
1213 | } | |
1214 | } | |
1215 | } | |
1216 | */ | |
2cb269df | 1217 | |
949d8707 | 1218 | //data qa |
1219 | cdbPath="TPC/Calib/QA"; | |
1220 | if (HasRefChanged(cdbPath.Data())){ | |
1221 | hasAnyChanged=kTRUE; | |
1222 | //delete old entry | |
1223 | if (fRefDataQA) delete fRefDataQA; | |
1224 | //get new entry | |
1225 | entry=GetRefEntry(cdbPath.Data()); | |
1226 | if (entry){ | |
1227 | entry->SetOwner(kTRUE); | |
abb20887 | 1228 | fRefDataQA=dynamic_cast<AliTPCdataQA*>(entry->GetObject()); |
1229 | if (!fRefDataQA){ | |
a980538f | 1230 | AliError(Form("Could not get object from entry '%s'\nPlease check!!!",entry->GetId().GetPath().Data())); |
949d8707 | 1231 | } else { |
668e6ebb | 1232 | fRefDataQA=(AliTPCdataQA*)fRefDataQA->Clone(); |
949d8707 | 1233 | } |
1234 | delete entry; | |
1235 | } | |
1236 | } | |
1237 | ||
1238 | ||
1239 | //update current reference maps | |
1240 | if (hasAnyChanged){ | |
1241 | if (fCurrentRefMap) delete fCurrentRefMap; | |
1242 | fCurrentRefMap=(TMap*)fRefMap->Clone(); | |
1243 | } | |
1244 | } | |
1245 | //_____________________________________________________________________________________ | |
1246 | AliTPCCalPad* AliTPCcalibDButil::GetRefCalPad(AliCDBEntry *entry, const char* objName) | |
1247 | { | |
1248 | // | |
1249 | // TObjArray object type case | |
1250 | // find 'objName' in 'arr' cast is to a calPad and store it in 'pad' | |
1251 | // | |
1252 | AliTPCCalPad *pad=0x0; | |
1253 | TObjArray *arr=(TObjArray*)entry->GetObject(); | |
1254 | if (!arr){ | |
a980538f | 1255 | AliError(Form("Could not get object from entry '%s'\nPlease check!!!",entry->GetId().GetPath().Data())); |
949d8707 | 1256 | return pad; |
1257 | } | |
1258 | pad=(AliTPCCalPad*)arr->FindObject(objName); | |
1259 | if (!pad) { | |
a980538f | 1260 | AliError(Form("Could not get '%s' from TObjArray in entry '%s'\nPlease check!!!",objName,entry->GetId().GetPath().Data())); |
949d8707 | 1261 | return pad; |
1262 | } | |
1263 | return (AliTPCCalPad*)pad->Clone(); | |
1264 | } | |
1265 | //_____________________________________________________________________________________ | |
1266 | AliTPCCalPad* AliTPCcalibDButil::GetRefCalPad(AliCDBEntry *entry) | |
1267 | { | |
1268 | // | |
1269 | // AliTPCCalPad object type case | |
1270 | // cast object to a calPad and store it in 'pad' | |
1271 | // | |
1272 | AliTPCCalPad *pad=(AliTPCCalPad*)entry->GetObject(); | |
1273 | if (!pad) { | |
a980538f | 1274 | AliError(Form("Could not get object from entry '%s'\nPlease check!!!",entry->GetId().GetPath().Data())); |
949d8707 | 1275 | return 0x0; |
1276 | } | |
1277 | pad=(AliTPCCalPad*)pad->Clone(); | |
1278 | return pad; | |
1279 | } | |
1280 | //_____________________________________________________________________________________ | |
1281 | AliTPCCalPad* AliTPCcalibDButil::GetAltroMasked(const char* cdbPath, const char* name) | |
1282 | { | |
1283 | // | |
1284 | // set altro masked channel map for 'cdbPath' | |
1285 | // | |
1286 | AliTPCCalPad* pad=0x0; | |
1287 | const Int_t run=GetReferenceRun(cdbPath); | |
1288 | if (run<0) { | |
a980538f | 1289 | AliError(Form("Could not get reference run number for object '%s'\nPlease check availability!!!",cdbPath)); |
949d8707 | 1290 | return pad; |
1291 | } | |
1292 | AliCDBEntry *entry=AliCDBManager::Instance()->Get("TPC/Calib/AltroConfig", run); | |
1293 | if (!entry) { | |
a980538f | 1294 | AliError(Form("Could not get reference object '%s'\nPlease check availability!!!",cdbPath)); |
949d8707 | 1295 | return pad; |
1296 | } | |
1297 | pad=GetRefCalPad(entry,"Masked"); | |
1298 | if (pad) pad->SetNameTitle(name,name); | |
1299 | entry->SetOwner(kTRUE); | |
1300 | delete entry; | |
1301 | return pad; | |
1302 | } | |
1303 | //_____________________________________________________________________________________ | |
1304 | void AliTPCcalibDButil::SetReferenceRun(Int_t run){ | |
1305 | // | |
1306 | // Get Reference map | |
1307 | // | |
1308 | if (run<0) run=fCalibDB->GetRun(); | |
1309 | TString cdbPath="TPC/Calib/Ref"; | |
1310 | AliCDBEntry *entry=AliCDBManager::Instance()->Get(cdbPath.Data(), run); | |
1311 | if (!entry) { | |
a980538f | 1312 | AliError(Form("Could not get reference object '%s'\nPlease check availability!!!",cdbPath.Data())); |
949d8707 | 1313 | fRefMap=0; |
1314 | return; | |
1315 | } | |
1316 | entry->SetOwner(kTRUE); | |
1317 | fRefMap=(TMap*)(entry->GetObject()); | |
1318 | AliCDBId &id=entry->GetId(); | |
1319 | fRefValidity.Form("%d_%d_v%d_s%d",id.GetFirstRun(),id.GetLastRun(),id.GetVersion(),id.GetSubVersion()); | |
1320 | } | |
1321 | //_____________________________________________________________________________________ | |
1322 | Bool_t AliTPCcalibDButil::HasRefChanged(const char *cdbPath) | |
1323 | { | |
1324 | // | |
1325 | // check whether a reference cdb entry has changed | |
1326 | // | |
1327 | if (!fCurrentRefMap) return kTRUE; | |
1328 | if (GetReferenceRun(cdbPath)!=GetCurrentReferenceRun(cdbPath)) return kTRUE; | |
1329 | return kFALSE; | |
1330 | } | |
1331 | //_____________________________________________________________________________________ | |
1332 | AliCDBEntry* AliTPCcalibDButil::GetRefEntry(const char* cdbPath) | |
1333 | { | |
1334 | // | |
1335 | // get the reference AliCDBEntry for 'cdbPath' | |
1336 | // | |
1337 | const Int_t run=GetReferenceRun(cdbPath); | |
1338 | if (run<0) { | |
a980538f | 1339 | AliError(Form("Could not get reference run number for object '%s'\nPlease check availability!!!",cdbPath)); |
949d8707 | 1340 | return 0; |
1341 | } | |
1342 | AliCDBEntry *entry=AliCDBManager::Instance()->Get(cdbPath, run); | |
1343 | if (!entry) { | |
a980538f | 1344 | AliError(Form("Could not get reference object '%s'\nPlease check availability!!!",cdbPath)); |
949d8707 | 1345 | return 0; |
1346 | } | |
1347 | return entry; | |
1348 | } | |
1349 | //_____________________________________________________________________________________ | |
26d8859c | 1350 | Int_t AliTPCcalibDButil::GetCurrentReferenceRun(const char* type) const { |
949d8707 | 1351 | // |
1352 | // Get reference run number for the specified OCDB path | |
1353 | // | |
1354 | if (!fCurrentRefMap) return -2; | |
1355 | TObjString *str=dynamic_cast<TObjString*>(fCurrentRefMap->GetValue(type)); | |
1356 | if (!str) return -2; | |
58affc42 | 1357 | return (Int_t)str->GetString().Atoi(); |
949d8707 | 1358 | } |
1359 | //_____________________________________________________________________________________ | |
26d8859c | 1360 | Int_t AliTPCcalibDButil::GetReferenceRun(const char* type) const{ |
949d8707 | 1361 | // |
1362 | // Get reference run number for the specified OCDB path | |
1363 | // | |
1364 | if (!fRefMap) return -1; | |
1365 | TObjString *str=dynamic_cast<TObjString*>(fRefMap->GetValue(type)); | |
1366 | if (!str) return -1; | |
58affc42 | 1367 | return (Int_t)str->GetString().Atoi(); |
949d8707 | 1368 | } |
1369 | //_____________________________________________________________________________________ | |
8166d5d7 | 1370 | AliTPCCalPad *AliTPCcalibDButil::CreateCEOutlyerMap( Int_t & noutliersCE, AliTPCCalPad * const ceOut, Float_t minSignal, Float_t cutTrmsMin, Float_t cutTrmsMax, Float_t cutMaxDistT){ |
2cb269df | 1371 | // |
1372 | // Author: marian.ivanov@cern.ch | |
1373 | // | |
1374 | // Create outlier map for CE study | |
1375 | // Parameters: | |
1376 | // Return value - outlyer map | |
1377 | // noutlyersCE - number of outlyers | |
1378 | // minSignal - minimal total Q signal | |
1379 | // cutRMSMin - minimal width of the signal in respect to the median | |
1380 | // cutRMSMax - maximal width of the signal in respect to the median | |
1381 | // cutMaxDistT - maximal deviation from time median per chamber | |
1382 | // | |
1383 | // Outlyers criteria: | |
1384 | // 0. Exclude masked pads | |
1385 | // 1. Exclude first two rows in IROC and last two rows in OROC | |
1386 | // 2. Exclude edge pads | |
1387 | // 3. Exclude channels with too large variations | |
1388 | // 4. Exclude pads with too small signal | |
1389 | // 5. Exclude signal with outlyers RMS | |
1390 | // 6. Exclude channels to far from the chamber median | |
1391 | noutliersCE=0; | |
1392 | //create outlier map | |
1393 | AliTPCCalPad *out=ceOut; | |
1394 | if (!out) out= new AliTPCCalPad("outCE","outCE"); | |
1395 | AliTPCCalROC *rocMasked=0x0; | |
1396 | if (!fCETmean) return 0; | |
1397 | if (!fCETrms) return 0; | |
1398 | if (!fCEQmean) return 0; | |
1399 | // | |
1400 | //loop over all channels | |
1401 | // | |
1402 | Double_t rmsMedian = fCETrms->GetMedian(); | |
1403 | for (UInt_t iroc=0;iroc<fCETmean->kNsec;++iroc){ | |
1404 | AliTPCCalROC *rocData=fCETmean->GetCalROC(iroc); | |
1405 | if (fALTROMasked) rocMasked= fALTROMasked->GetCalROC(iroc); | |
1406 | AliTPCCalROC *rocOut = out->GetCalROC(iroc); | |
1407 | AliTPCCalROC *rocCEQ = fCEQmean->GetCalROC(iroc); | |
1408 | AliTPCCalROC *rocCETrms = fCETrms->GetCalROC(iroc); | |
1409 | Double_t trocMedian = rocData->GetMedian(); | |
1410 | // | |
1411 | if (!rocData) { | |
1412 | noutliersCE+=AliTPCROC::Instance()->GetNChannels(iroc); | |
1413 | rocOut->Add(1.); | |
1414 | continue; | |
1415 | } | |
1416 | // | |
1417 | //select outliers | |
1418 | UInt_t nrows=rocData->GetNrows(); | |
1419 | for (UInt_t irow=0;irow<nrows;++irow){ | |
1420 | UInt_t npads=rocData->GetNPads(irow); | |
1421 | for (UInt_t ipad=0;ipad<npads;++ipad){ | |
1422 | rocOut->SetValue(irow,ipad,0); | |
1423 | Float_t valTmean=rocData->GetValue(irow,ipad); | |
1424 | Float_t valQmean=rocCEQ->GetValue(irow,ipad); | |
1425 | Float_t valTrms =rocCETrms->GetValue(irow,ipad); | |
1426 | //0. exclude masked pads | |
1427 | if (rocMasked && rocMasked->GetValue(irow,ipad)) { | |
1428 | rocOut->SetValue(irow,ipad,1); | |
1429 | continue; | |
1430 | } | |
1431 | //1. exclude first two rows in IROC and last two rows in OROC | |
1432 | if (iroc<36){ | |
1433 | if (irow<2) rocOut->SetValue(irow,ipad,1); | |
1434 | } else { | |
1435 | if (irow>nrows-3) rocOut->SetValue(irow,ipad,1); | |
1436 | } | |
1437 | //2. exclude edge pads | |
1438 | if (ipad==0||ipad==npads-1) rocOut->SetValue(irow,ipad,1); | |
1439 | //exclude values that are exactly 0 | |
8166d5d7 | 1440 | if ( TMath::Abs(valTmean)<kAlmost0) { |
2cb269df | 1441 | rocOut->SetValue(irow,ipad,1); |
1442 | ++noutliersCE; | |
1443 | } | |
1444 | //3. exclude channels with too large variations | |
1445 | if (TMath::Abs(valTmean)>fCETmaxLimitAbs) { | |
1446 | rocOut->SetValue(irow,ipad,1); | |
1447 | ++noutliersCE; | |
1448 | } | |
1449 | // | |
1450 | //4. exclude channels with too small signal | |
1451 | if (valQmean<minSignal) { | |
1452 | rocOut->SetValue(irow,ipad,1); | |
1453 | ++noutliersCE; | |
1454 | } | |
1455 | // | |
1456 | //5. exclude channels with too small rms | |
1457 | if (valTrms<cutTrmsMin*rmsMedian || valTrms>cutTrmsMax*rmsMedian){ | |
1458 | rocOut->SetValue(irow,ipad,1); | |
1459 | ++noutliersCE; | |
1460 | } | |
1461 | // | |
1462 | //6. exclude channels to far from the chamber median | |
1463 | if (TMath::Abs(valTmean-trocMedian)>cutMaxDistT){ | |
1464 | rocOut->SetValue(irow,ipad,1); | |
1465 | ++noutliersCE; | |
1466 | } | |
1467 | } | |
1468 | } | |
1469 | } | |
1470 | // | |
1471 | return out; | |
1472 | } | |
1473 | ||
1474 | ||
8166d5d7 | 1475 | AliTPCCalPad *AliTPCcalibDButil::CreatePulserOutlyerMap(Int_t &noutliersPulser, AliTPCCalPad * const pulserOut,Float_t cutTime, Float_t cutnRMSQ, Float_t cutnRMSrms){ |
2cb269df | 1476 | // |
1477 | // Author: marian.ivanov@cern.ch | |
1478 | // | |
1479 | // Create outlier map for Pulser | |
1480 | // Parameters: | |
1481 | // Return value - outlyer map | |
1482 | // noutlyersPulser - number of outlyers | |
1483 | // cutTime - absolute cut - distance to the median of chamber | |
1484 | // cutnRMSQ - nsigma cut from median q distribution per chamber | |
1485 | // cutnRMSrms - nsigma cut from median rms distribution | |
1486 | // Outlyers criteria: | |
1487 | // 0. Exclude masked pads | |
1488 | // 1. Exclude time outlyers (default 3 time bins) | |
1489 | // 2. Exclude q outlyers (default 5 sigma) | |
1490 | // 3. Exclude rms outlyers (default 5 sigma) | |
1491 | noutliersPulser=0; | |
1492 | AliTPCCalPad *out=pulserOut; | |
1493 | if (!out) out= new AliTPCCalPad("outPulser","outPulser"); | |
1494 | AliTPCCalROC *rocMasked=0x0; | |
1495 | if (!fPulserTmean) return 0; | |
1496 | if (!fPulserTrms) return 0; | |
1497 | if (!fPulserQmean) return 0; | |
1498 | // | |
1499 | //loop over all channels | |
1500 | // | |
1501 | for (UInt_t iroc=0;iroc<fCETmean->kNsec;++iroc){ | |
1502 | if (fALTROMasked) rocMasked= fALTROMasked->GetCalROC(iroc); | |
1503 | AliTPCCalROC *rocData = fPulserTmean->GetCalROC(iroc); | |
1504 | AliTPCCalROC *rocOut = out->GetCalROC(iroc); | |
1505 | AliTPCCalROC *rocPulserQ = fPulserQmean->GetCalROC(iroc); | |
1506 | AliTPCCalROC *rocPulserTrms = fPulserTrms->GetCalROC(iroc); | |
1507 | // | |
1508 | Double_t rocMedianT = rocData->GetMedian(); | |
1509 | Double_t rocMedianQ = rocPulserQ->GetMedian(); | |
1510 | Double_t rocRMSQ = rocPulserQ->GetRMS(); | |
1511 | Double_t rocMedianTrms = rocPulserTrms->GetMedian(); | |
1512 | Double_t rocRMSTrms = rocPulserTrms->GetRMS(); | |
1513 | for (UInt_t ichannel=0;ichannel<rocData->GetNchannels();++ichannel){ | |
1514 | rocOut->SetValue(ichannel,0); | |
1515 | Float_t valTmean=rocData->GetValue(ichannel); | |
1516 | Float_t valQmean=rocPulserQ->GetValue(ichannel); | |
1517 | Float_t valTrms =rocPulserTrms->GetValue(ichannel); | |
1518 | Int_t isOut=0; | |
1519 | if (TMath::Abs(valTmean-rocMedianT)>cutTime) isOut=1; | |
1520 | if (TMath::Abs(valQmean-rocMedianQ)>cutnRMSQ*rocRMSQ) isOut=1; | |
1521 | if (TMath::Abs(valTrms-rocMedianTrms)>cutnRMSrms*rocRMSTrms) isOut=1; | |
1522 | rocOut->SetValue(ichannel,isOut); | |
1523 | if (isOut) noutliersPulser++; | |
1524 | } | |
1525 | } | |
1526 | return out; | |
1527 | } | |
1528 | ||
1529 | ||
1530 | AliTPCCalPad *AliTPCcalibDButil::CreatePadTime0CE(TVectorD &fitResultsA, TVectorD&fitResultsC, Int_t &nOut, Double_t &chi2A, Double_t &chi2C, const char *dumpfile){ | |
1531 | // | |
1532 | // Author : Marian Ivanov | |
1533 | // Create pad time0 correction map using information from the CE and from pulser | |
1534 | // | |
1535 | // | |
1536 | // Return PadTime0 to be used for time0 relative alignment | |
1537 | // if dump file specified intermediat results are dumped to the fiel and can be visualized | |
1538 | // using $ALICE_ROOT/TPC/script/gui application | |
1539 | // | |
1540 | // fitResultsA - fitParameters A side | |
1541 | // fitResultsC - fitParameters C side | |
1542 | // chi2A - chi2/ndf for A side (assuming error 1 time bin) | |
1543 | // chi2C - chi2/ndf for C side (assuming error 1 time bin) | |
1544 | // | |
1545 | // | |
1546 | // Algorithm: | |
1547 | // 1. Find outlier map for CE | |
1548 | // 2. Find outlier map for Pulser | |
1549 | // 3. Replace outlier by median at given sector (median without outliers) | |
1550 | // 4. Substract from the CE data pulser | |
1551 | // 5. Fit the CE with formula | |
1552 | // 5.1) (IROC-OROC) offset | |
1553 | // 5.2) gx | |
1554 | // 5.3) gy | |
1555 | // 5.4) (lx-xmid) | |
1556 | // 5.5) (IROC-OROC)*(lx-xmid) | |
1557 | // 5.6) (ly/lx)^2 | |
1558 | // 6. Substract gy fit dependence from the CE data | |
1559 | // 7. Add pulser back to CE data | |
1560 | // 8. Replace outliers by fit value - median of diff per given chamber -GY fit | |
1561 | // 9. return CE data | |
1562 | // | |
1563 | // Time0 <= padCE = padCEin -padCEfitGy - if not outlier | |
1564 | // Time0 <= padCE = padFitAll-padCEfitGy - if outlier | |
1565 | ||
1566 | // fit formula | |
1567 | const char *formulaIn="(-1.+2.*(sector<36))*0.5++gx++gy++(lx-134.)++(-1.+2.*(sector<36))*0.5*(lx-134)++((ly/lx)^2/(0.1763)^2)"; | |
1568 | // output for fit formula | |
1569 | const char *formulaAll="1++(-1.+2.*(sector<36))*0.5++gx++gy++(lx-134.)++(-1.+2.*(sector<36))*0.5*(lx-134)++((ly/lx)^2/(0.1763)^2)"; | |
1570 | // gy part of formula | |
1571 | const char *formulaOut="0++0*(-1.+2.*(sector<36))*0.5++0*gx++gy++0*(lx-134.)++0*(-1.+2.*(sector<36))*0.5*(lx-134)++0*((ly/lx)^2/(0.1763)^2)"; | |
1572 | // | |
1573 | // | |
1574 | if (!fCETmean) return 0; | |
1575 | Double_t pgya,pgyc,pchi2a,pchi2c; | |
1576 | AliTPCCalPad * padPulserOut = CreatePulserOutlyerMap(nOut); | |
1577 | AliTPCCalPad * padCEOut = CreateCEOutlyerMap(nOut); | |
1578 | ||
1579 | AliTPCCalPad * padPulser = CreatePadTime0(1,pgya,pgyc,pchi2a,pchi2c); | |
1580 | AliTPCCalPad * padCE = new AliTPCCalPad(*fCETmean); | |
1581 | AliTPCCalPad * padCEIn = new AliTPCCalPad(*fCETmean); | |
1582 | AliTPCCalPad * padOut = new AliTPCCalPad("padOut","padOut"); | |
1583 | padPulser->SetName("padPulser"); | |
1584 | padPulserOut->SetName("padPulserOut"); | |
1585 | padCE->SetName("padCE"); | |
1586 | padCEIn->SetName("padCEIn"); | |
1587 | padCEOut->SetName("padCEOut"); | |
1588 | padOut->SetName("padOut"); | |
1589 | ||
1590 | // | |
1591 | // make combined outlyers map | |
1592 | // and replace outlyers in maps with median for chamber | |
1593 | // | |
1594 | for (UInt_t iroc=0;iroc<fCETmean->kNsec;++iroc){ | |
1595 | AliTPCCalROC * rocOut = padOut->GetCalROC(iroc); | |
1596 | AliTPCCalROC * rocPulser = padPulser->GetCalROC(iroc); | |
1597 | AliTPCCalROC * rocPulserOut = padPulserOut->GetCalROC(iroc); | |
1598 | AliTPCCalROC * rocCEOut = padCEOut->GetCalROC(iroc); | |
1599 | AliTPCCalROC * rocCE = padCE->GetCalROC(iroc); | |
1600 | Double_t ceMedian = rocCE->GetMedian(rocCEOut); | |
1601 | Double_t pulserMedian = rocPulser->GetMedian(rocCEOut); | |
1602 | for (UInt_t ichannel=0;ichannel<rocOut->GetNchannels();++ichannel){ | |
1603 | if (rocPulserOut->GetValue(ichannel)>0) { | |
1604 | rocPulser->SetValue(ichannel,pulserMedian); | |
1605 | rocOut->SetValue(ichannel,1); | |
1606 | } | |
1607 | if (rocCEOut->GetValue(ichannel)>0) { | |
1608 | rocCE->SetValue(ichannel,ceMedian); | |
1609 | rocOut->SetValue(ichannel,1); | |
1610 | } | |
1611 | } | |
1612 | } | |
1613 | // | |
1614 | // remove pulser time 0 | |
1615 | // | |
1616 | padCE->Add(padPulser,-1); | |
1617 | // | |
1618 | // Make fits | |
1619 | // | |
1620 | TMatrixD dummy; | |
1621 | Float_t chi2Af,chi2Cf; | |
1622 | padCE->GlobalSidesFit(padOut,formulaIn,fitResultsA,fitResultsC,dummy,dummy,chi2Af,chi2Cf); | |
1623 | chi2A=chi2Af; | |
1624 | chi2C=chi2Cf; | |
1625 | // | |
1626 | AliTPCCalPad *padCEFitGY=AliTPCCalPad::CreateCalPadFit(formulaOut,fitResultsA,fitResultsC); | |
1627 | padCEFitGY->SetName("padCEFitGy"); | |
1628 | // | |
1629 | AliTPCCalPad *padCEFit =AliTPCCalPad::CreateCalPadFit(formulaAll,fitResultsA,fitResultsC); | |
1630 | padCEFit->SetName("padCEFit"); | |
1631 | // | |
1632 | AliTPCCalPad* padCEDiff = new AliTPCCalPad(*padCE); | |
1633 | padCEDiff->SetName("padCEDiff"); | |
1634 | padCEDiff->Add(padCEFit,-1.); | |
1635 | // | |
1636 | // | |
1637 | padCE->Add(padCEFitGY,-1.); | |
1638 | ||
1639 | padCE->Add(padPulser,1.); | |
1640 | Double_t padmedian = padCE->GetMedian(); | |
1641 | padCE->Add(-padmedian); // normalize to median | |
1642 | // | |
1643 | // Replace outliers by fit value - median of diff per given chamber -GY fit | |
1644 | // | |
1645 | for (UInt_t iroc=0;iroc<fCETmean->kNsec;++iroc){ | |
1646 | AliTPCCalROC * rocOut = padOut->GetCalROC(iroc); | |
1647 | AliTPCCalROC * rocCE = padCE->GetCalROC(iroc); | |
1648 | AliTPCCalROC * rocCEFit = padCEFit->GetCalROC(iroc); | |
1649 | AliTPCCalROC * rocCEFitGY = padCEFitGY->GetCalROC(iroc); | |
1650 | AliTPCCalROC * rocCEDiff = padCEDiff->GetCalROC(iroc); | |
1651 | // | |
1652 | Double_t diffMedian = rocCEDiff->GetMedian(rocOut); | |
1653 | for (UInt_t ichannel=0;ichannel<rocOut->GetNchannels();++ichannel){ | |
1654 | if (rocOut->GetValue(ichannel)==0) continue; | |
1655 | Float_t value=rocCEFit->GetValue(ichannel)-rocCEFitGY->GetValue(ichannel)-diffMedian-padmedian; | |
1656 | rocCE->SetValue(ichannel,value); | |
1657 | } | |
1658 | } | |
1659 | // | |
1660 | // | |
1661 | if (dumpfile){ | |
1662 | //dump to the file - result can be visualized | |
1663 | AliTPCPreprocessorOnline preprocesor; | |
1664 | preprocesor.AddComponent(new AliTPCCalPad(*padCE)); | |
1665 | preprocesor.AddComponent(new AliTPCCalPad(*padCEIn)); | |
1666 | preprocesor.AddComponent(new AliTPCCalPad(*padCEFit)); | |
1667 | preprocesor.AddComponent(new AliTPCCalPad(*padOut)); | |
1668 | // | |
1669 | preprocesor.AddComponent(new AliTPCCalPad(*padCEFitGY)); | |
1670 | preprocesor.AddComponent(new AliTPCCalPad(*padCEDiff)); | |
1671 | // | |
1672 | preprocesor.AddComponent(new AliTPCCalPad(*padCEOut)); | |
1673 | preprocesor.AddComponent(new AliTPCCalPad(*padPulser)); | |
1674 | preprocesor.AddComponent(new AliTPCCalPad(*padPulserOut)); | |
1675 | preprocesor.DumpToFile(dumpfile); | |
1676 | } | |
1677 | delete padPulser; | |
1678 | delete padPulserOut; | |
1679 | delete padCEIn; | |
1680 | delete padCEOut; | |
1681 | delete padOut; | |
1682 | delete padCEDiff; | |
1683 | delete padCEFitGY; | |
1684 | return padCE; | |
1685 | } | |
1686 | ||
817766d5 | 1687 | |
1688 | ||
1689 | ||
1690 | ||
1691 | Int_t AliTPCcalibDButil::GetNearest(TGraph *graph, Double_t xref, Double_t &dx, Double_t &y){ | |
1692 | // | |
1693 | // find the closest point to xref in x direction | |
1694 | // return dx and value | |
5647625c | 1695 | dx = 0; |
1696 | y = 0; | |
1697 | ||
1698 | if(!graph) return 0; | |
1699 | if(graph->GetN() < 1) return 0; | |
1700 | ||
817766d5 | 1701 | Int_t index=0; |
1702 | index = TMath::BinarySearch(graph->GetN(), graph->GetX(),xref); | |
1703 | if (index<0) index=0; | |
5647625c | 1704 | if(graph->GetN()==1) { |
1705 | dx = xref-graph->GetX()[index]; | |
1706 | } | |
1707 | else { | |
1708 | if (index>=graph->GetN()-1) index=graph->GetN()-2; | |
1709 | if (xref-graph->GetX()[index]>graph->GetX()[index]-xref) index++; | |
1710 | dx = xref-graph->GetX()[index]; | |
1711 | } | |
817766d5 | 1712 | y = graph->GetY()[index]; |
1713 | return index; | |
1714 | } | |
1715 | ||
817766d5 | 1716 | Double_t AliTPCcalibDButil::GetTriggerOffsetTPC(Int_t run, Int_t timeStamp, Double_t deltaT, Double_t deltaTLaser, Int_t valType){ |
1717 | // | |
1718 | // Get the correction of the trigger offset | |
1719 | // combining information from the laser track calibration | |
1720 | // and from cosmic calibration | |
1721 | // | |
1722 | // run - run number | |
1723 | // timeStamp - tim stamp in seconds | |
1724 | // deltaT - integration period to calculate offset | |
1725 | // deltaTLaser -max validity of laser data | |
1726 | // valType - 0 - median, 1- mean | |
1727 | // | |
1728 | // Integration vaues are just recomendation - if not possible to get points | |
1729 | // automatically increase the validity by factor 2 | |
1730 | // (recursive algorithm until one month of data taking) | |
1731 | // | |
1732 | // | |
1733 | const Float_t kLaserCut=0.0005; | |
aec07590 | 1734 | const Int_t kMaxPeriod=3600*24*30*12; // one year max |
817766d5 | 1735 | const Int_t kMinPoints=20; |
1736 | // | |
1737 | TObjArray *array =AliTPCcalibDB::Instance()->GetTimeVdriftSplineRun(run); | |
1738 | if (!array) { | |
1739 | AliTPCcalibDB::Instance()->UpdateRunInformations(run,kFALSE); | |
1740 | } | |
1741 | array =AliTPCcalibDB::Instance()->GetTimeVdriftSplineRun(run); | |
1742 | if (!array) return 0; | |
1743 | // | |
1744 | TGraphErrors *laserA[3]={0,0,0}; | |
1745 | TGraphErrors *laserC[3]={0,0,0}; | |
1746 | TGraphErrors *cosmicAll=0; | |
1747 | laserA[1]=(TGraphErrors*)array->FindObject("GRAPH_MEAN_DRIFT_LASER_ALL_A"); | |
1748 | laserC[1]=(TGraphErrors*)array->FindObject("GRAPH_MEAN_DRIFT_LASER_ALL_C"); | |
1749 | cosmicAll =(TGraphErrors*)array->FindObject("TGRAPHERRORS_MEAN_VDRIFT_COSMICS_ALL"); | |
1750 | // | |
1751 | // | |
1752 | if (!cosmicAll) return 0; | |
1753 | Int_t nmeasC=cosmicAll->GetN(); | |
1754 | Float_t *tdelta = new Float_t[nmeasC]; | |
1755 | Int_t nused=0; | |
1756 | for (Int_t i=0;i<nmeasC;i++){ | |
1757 | if (TMath::Abs(cosmicAll->GetX()[i]-timeStamp)>deltaT) continue; | |
1758 | Float_t ccosmic=cosmicAll->GetY()[i]; | |
1759 | Double_t yA=0,yC=0,dA=0,dC=0; | |
1760 | if (laserA[1]) GetNearest(laserA[1], cosmicAll->GetX()[i],dA,yA); | |
1761 | if (laserC[1]) GetNearest(laserC[1], cosmicAll->GetX()[i],dC,yC); | |
1762 | //yA=laserA[1]->Eval(cosmicAll->GetX()[i]); | |
1763 | //yC=laserC[1]->Eval(cosmicAll->GetX()[i]); | |
1764 | // | |
1765 | if (TMath::Sqrt(dA*dA+dC*dC)>deltaTLaser) continue; | |
1766 | Float_t claser=0; | |
1767 | if (TMath::Abs(yA-yC)<kLaserCut) { | |
1768 | claser=(yA-yC)*0.5; | |
1769 | }else{ | |
1770 | if (i%2==0) claser=yA; | |
1771 | if (i%2==1) claser=yC; | |
1772 | } | |
1773 | tdelta[nused]=ccosmic-claser; | |
1774 | nused++; | |
1775 | } | |
1776 | if (nused<kMinPoints &&deltaT<kMaxPeriod) return AliTPCcalibDButil::GetTriggerOffsetTPC(run, timeStamp, deltaT*2,deltaTLaser); | |
aec07590 | 1777 | if (nused<kMinPoints) { |
1778 | printf("AliFatal: No time offset calibration available\n"); | |
1779 | return 0; | |
1780 | } | |
817766d5 | 1781 | Double_t median = TMath::Median(nused,tdelta); |
1782 | Double_t mean = TMath::Mean(nused,tdelta); | |
a9f487a1 | 1783 | delete [] tdelta; |
817766d5 | 1784 | return (valType==0) ? median:mean; |
1785 | } | |
1786 | ||
a23ba1c3 | 1787 | Double_t AliTPCcalibDButil::GetVDriftTPC(Double_t &dist, Int_t run, Int_t timeStamp, Double_t deltaT, Double_t deltaTLaser, Int_t valType){ |
817766d5 | 1788 | // |
1789 | // Get the correction of the drift velocity | |
1790 | // combining information from the laser track calibration | |
1791 | // and from cosmic calibration | |
1792 | // | |
a23ba1c3 | 1793 | // dist - return value - distance to closest point in graph |
817766d5 | 1794 | // run - run number |
1795 | // timeStamp - tim stamp in seconds | |
1796 | // deltaT - integration period to calculate time0 offset | |
1797 | // deltaTLaser -max validity of laser data | |
1798 | // valType - 0 - median, 1- mean | |
1799 | // | |
1800 | // Integration vaues are just recomendation - if not possible to get points | |
1801 | // automatically increase the validity by factor 2 | |
1802 | // (recursive algorithm until one month of data taking) | |
1803 | // | |
1804 | // | |
1805 | // | |
1806 | TObjArray *array =AliTPCcalibDB::Instance()->GetTimeVdriftSplineRun(run); | |
1807 | if (!array) { | |
1808 | AliTPCcalibDB::Instance()->UpdateRunInformations(run,kFALSE); | |
1809 | } | |
1810 | array =AliTPCcalibDB::Instance()->GetTimeVdriftSplineRun(run); | |
1811 | if (!array) return 0; | |
1812 | TGraphErrors *cosmicAll=0; | |
1813 | cosmicAll =(TGraphErrors*)array->FindObject("TGRAPHERRORS_MEAN_VDRIFT_COSMICS_ALL"); | |
1814 | if (!cosmicAll) return 0; | |
a23ba1c3 | 1815 | Double_t grY=0; |
1816 | AliTPCcalibDButil::GetNearest(cosmicAll,timeStamp,dist,grY); | |
1817 | ||
817766d5 | 1818 | Double_t t0= AliTPCcalibDButil::GetTriggerOffsetTPC(run,timeStamp, deltaT, deltaTLaser,valType); |
5647625c | 1819 | Double_t vcosmic = AliTPCcalibDButil::EvalGraphConst(cosmicAll, timeStamp); |
1e722a63 | 1820 | if (timeStamp>cosmicAll->GetX()[cosmicAll->GetN()-1]) vcosmic=cosmicAll->GetY()[cosmicAll->GetN()-1]; |
817766d5 | 1821 | if (timeStamp<cosmicAll->GetX()[0]) vcosmic=cosmicAll->GetY()[0]; |
cc65e4f5 | 1822 | return vcosmic-t0; |
817766d5 | 1823 | |
1824 | /* | |
1825 | Example usage: | |
1826 | ||
1827 | Int_t run=89000 | |
1828 | TObjArray *array =AliTPCcalibDB::Instance()->GetTimeVdriftSplineRun(run); | |
1829 | cosmicAll =(TGraphErrors*)array->FindObject("TGRAPHERRORS_MEAN_VDRIFT_COSMICS_ALL"); | |
1830 | laserA=(TGraphErrors*)array->FindObject("GRAPH_MEAN_DRIFT_LASER_ALL_A"); | |
1831 | // | |
1832 | Double_t *yvd= new Double_t[cosmicAll->GetN()]; | |
1833 | Double_t *yt0= new Double_t[cosmicAll->GetN()]; | |
1834 | for (Int_t i=0; i<cosmicAll->GetN();i++) yvd[i]=AliTPCcalibDButil::GetVDriftTPC(run,cosmicAll->GetX()[i]); | |
1835 | for (Int_t i=0; i<cosmicAll->GetN();i++) yt0[i]=AliTPCcalibDButil::GetTriggerOffsetTPC(run,cosmicAll->GetX()[i]); | |
1836 | ||
1837 | TGraph *pcosmicVd=new TGraph(cosmicAll->GetN(), cosmicAll->GetX(), yvd); | |
1838 | TGraph *pcosmicT0=new TGraph(cosmicAll->GetN(), cosmicAll->GetX(), yt0); | |
1839 | ||
1840 | */ | |
1841 | ||
1842 | } | |
1843 | ||
949d8707 | 1844 | const char* AliTPCcalibDButil::GetGUIRefTreeDefaultName() |
1845 | { | |
1846 | // | |
1847 | // Create a default name for the gui file | |
1848 | // | |
1849 | ||
1850 | return Form("guiRefTreeRun%s.root",GetRefValidity()); | |
1851 | } | |
1852 | ||
1853 | Bool_t AliTPCcalibDButil::CreateGUIRefTree(const char* filename) | |
1854 | { | |
1855 | // | |
1856 | // Create a gui reference tree | |
1857 | // if dirname and filename are empty default values will be used | |
1858 | // this is the recommended way of using this function | |
1859 | // it allows to check whether a file with the given run validity alredy exists | |
1860 | // | |
1861 | if (!AliCDBManager::Instance()->GetDefaultStorage()){ | |
1862 | AliError("Default Storage not set. Cannot create reference calibration Tree!"); | |
1863 | return kFALSE; | |
1864 | } | |
1865 | ||
1866 | TString file=filename; | |
1867 | if (file.IsNull()) file=GetGUIRefTreeDefaultName(); | |
1868 | ||
1869 | AliTPCPreprocessorOnline prep; | |
1870 | //noise and pedestals | |
1871 | if (fRefPedestals) prep.AddComponent(new AliTPCCalPad(*(fRefPedestals))); | |
1872 | if (fRefPadNoise ) prep.AddComponent(new AliTPCCalPad(*(fRefPadNoise))); | |
1873 | if (fRefPedestalMasked) prep.AddComponent(new AliTPCCalPad(*fRefPedestalMasked)); | |
1874 | //pulser data | |
1875 | if (fRefPulserTmean) prep.AddComponent(new AliTPCCalPad(*(fRefPulserTmean))); | |
1876 | if (fRefPulserTrms ) prep.AddComponent(new AliTPCCalPad(*(fRefPulserTrms))); | |
1877 | if (fRefPulserQmean) prep.AddComponent(new AliTPCCalPad(*(fRefPulserQmean))); | |
1878 | if (fRefPulserMasked) prep.AddComponent(new AliTPCCalPad(*fRefPulserMasked)); | |
1879 | //CE data | |
1880 | if (fRefCETmean) prep.AddComponent(new AliTPCCalPad(*(fRefCETmean))); | |
1881 | if (fRefCETrms ) prep.AddComponent(new AliTPCCalPad(*(fRefCETrms))); | |
1882 | if (fRefCEQmean) prep.AddComponent(new AliTPCCalPad(*(fRefCEQmean))); | |
1883 | if (fRefCEMasked) prep.AddComponent(new AliTPCCalPad(*fRefCEMasked)); | |
1884 | //Altro data | |
1885 | if (fRefALTROAcqStart ) prep.AddComponent(new AliTPCCalPad(*(fRefALTROAcqStart ))); | |
1886 | if (fRefALTROZsThr ) prep.AddComponent(new AliTPCCalPad(*(fRefALTROZsThr ))); | |
1887 | if (fRefALTROFPED ) prep.AddComponent(new AliTPCCalPad(*(fRefALTROFPED ))); | |
1888 | if (fRefALTROAcqStop ) prep.AddComponent(new AliTPCCalPad(*(fRefALTROAcqStop ))); | |
1889 | if (fRefALTROMasked ) prep.AddComponent(new AliTPCCalPad(*(fRefALTROMasked ))); | |
1890 | //QA | |
1891 | AliTPCdataQA *dataQA=fRefDataQA; | |
1892 | if (dataQA) { | |
1893 | if (dataQA->GetNLocalMaxima()) | |
1894 | prep.AddComponent(new AliTPCCalPad(*(dataQA->GetNLocalMaxima()))); | |
1895 | if (dataQA->GetMaxCharge()) | |
1896 | prep.AddComponent(new AliTPCCalPad(*(dataQA->GetMaxCharge()))); | |
1897 | if (dataQA->GetMeanCharge()) | |
1898 | prep.AddComponent(new AliTPCCalPad(*(dataQA->GetMeanCharge()))); | |
1899 | if (dataQA->GetNoThreshold()) | |
1900 | prep.AddComponent(new AliTPCCalPad(*(dataQA->GetNoThreshold()))); | |
1901 | if (dataQA->GetNTimeBins()) | |
1902 | prep.AddComponent(new AliTPCCalPad(*(dataQA->GetNTimeBins()))); | |
1903 | if (dataQA->GetNPads()) | |
1904 | prep.AddComponent(new AliTPCCalPad(*(dataQA->GetNPads()))); | |
1905 | if (dataQA->GetTimePosition()) | |
1906 | prep.AddComponent(new AliTPCCalPad(*(dataQA->GetTimePosition()))); | |
1907 | } | |
1908 | prep.DumpToFile(file.Data()); | |
1909 | return kTRUE; | |
1910 | } | |
1911 | ||
a23ba1c3 | 1912 | Double_t AliTPCcalibDButil::GetVDriftTPCLaserTracks(Double_t &dist, Int_t run, Int_t timeStamp, Double_t deltaT, Int_t side){ |
1913 | // | |
78f17711 | 1914 | // Get the correction of the drift velocity using the offline laser tracks calbration |
a23ba1c3 | 1915 | // |
1916 | // run - run number | |
1917 | // timeStamp - tim stamp in seconds | |
1918 | // deltaT - integration period to calculate time0 offset | |
1919 | // side - 0 - A side, 1 - C side, 2 - mean from both sides | |
1920 | // Note in case no data form both A and C side - the value from active side used | |
1921 | TObjArray *array =AliTPCcalibDB::Instance()->GetTimeVdriftSplineRun(run); | |
78f17711 | 1922 | |
1923 | return GetVDriftTPCLaserTracksCommon(dist, timeStamp, deltaT, side, array); | |
1924 | } | |
1925 | ||
1926 | Double_t AliTPCcalibDButil::GetVDriftTPCLaserTracksOnline(Double_t &dist, Int_t /*run*/, Int_t timeStamp, Double_t deltaT, Int_t side){ | |
1927 | // | |
1928 | // Get the correction of the drift velocity using the online laser tracks calbration | |
1929 | // | |
1930 | // run - run number | |
1931 | // timeStamp - tim stamp in seconds | |
1932 | // deltaT - integration period to calculate time0 offset | |
1933 | // side - 0 - A side, 1 - C side, 2 - mean from both sides | |
1934 | // Note in case no data form both A and C side - the value from active side used | |
1935 | TObjArray *array =AliTPCcalibDB::Instance()->GetCEfitsDrift(); | |
1936 | ||
1937 | Double_t dv = GetVDriftTPCLaserTracksCommon(dist, timeStamp, deltaT, side, array); | |
1938 | AliTPCParam *param =AliTPCcalibDB::Instance()->GetParameters(); | |
1939 | if (!param) return 0; | |
1940 | ||
1941 | //the drift velocity is hard wired in the AliTPCCalibCE class, since online there is no access to OCDB | |
1942 | dv*=param->GetDriftV()/2.61301900000000000e+06; | |
1943 | if (dv>1e-20) dv=1/dv-1; | |
1944 | else return 0; | |
1945 | // T/P correction | |
1946 | TObjArray* cearray =AliTPCcalibDB::Instance()->GetCEData(); | |
1947 | ||
1948 | AliTPCSensorTempArray *temp = (AliTPCSensorTempArray*)cearray->FindObject("TempMap"); | |
2cd3a697 | 1949 | AliDCSSensor *press = (AliDCSSensor*)cearray->FindObject("CavernAtmosPressure"); |
78f17711 | 1950 | |
1951 | Double_t corrPTA=0; | |
1952 | Double_t corrPTC=0; | |
1953 | ||
1954 | if (temp&&press) { | |
1955 | AliTPCCalibVdrift corr(temp,press,0); | |
1956 | corrPTA=corr.GetPTRelative(timeStamp,0); | |
1957 | corrPTC=corr.GetPTRelative(timeStamp,1); | |
1958 | } | |
1959 | ||
1960 | if (side==0) dv -= corrPTA; | |
1961 | if (side==1) dv -= corrPTC; | |
1962 | if (side==2) dv -= (corrPTA+corrPTC)/2; | |
1963 | ||
1964 | return dv; | |
1965 | } | |
1966 | ||
1967 | Double_t AliTPCcalibDButil::GetVDriftTPCLaserTracksCommon(Double_t &dist, Int_t timeStamp, Double_t deltaT, | |
1968 | Int_t side, TObjArray * const array){ | |
1969 | // | |
1970 | // common drift velocity retrieval for online and offline method | |
1971 | // | |
a23ba1c3 | 1972 | TGraphErrors *grlaserA=0; |
1973 | TGraphErrors *grlaserC=0; | |
1974 | Double_t vlaserA=0, vlaserC=0; | |
1975 | if (!array) return 0; | |
1976 | grlaserA=(TGraphErrors*)array->FindObject("GRAPH_MEAN_DRIFT_LASER_ALL_A"); | |
1977 | grlaserC=(TGraphErrors*)array->FindObject("GRAPH_MEAN_DRIFT_LASER_ALL_C"); | |
1978 | Double_t deltaY; | |
5647625c | 1979 | if (grlaserA && grlaserA->GetN()>0) { |
a23ba1c3 | 1980 | AliTPCcalibDButil::GetNearest(grlaserA,timeStamp,dist,deltaY); |
1981 | if (TMath::Abs(dist)>deltaT) vlaserA= deltaY; | |
1982 | else vlaserA = AliTPCcalibDButil::EvalGraphConst(grlaserA,timeStamp); | |
1983 | } | |
5647625c | 1984 | if (grlaserC && grlaserC->GetN()>0) { |
a23ba1c3 | 1985 | AliTPCcalibDButil::GetNearest(grlaserC,timeStamp,dist,deltaY); |
1986 | if (TMath::Abs(dist)>deltaT) vlaserC= deltaY; | |
1987 | else vlaserC = AliTPCcalibDButil::EvalGraphConst(grlaserC,timeStamp); | |
1988 | } | |
1989 | if (side==0) return vlaserA; | |
1990 | if (side==1) return vlaserC; | |
1991 | Double_t mdrift=(vlaserA+vlaserC)*0.5; | |
1992 | if (!grlaserA) return vlaserC; | |
1993 | if (!grlaserC) return vlaserA; | |
1994 | return mdrift; | |
1995 | } | |
1996 | ||
1997 | ||
1998 | Double_t AliTPCcalibDButil::GetVDriftTPCCE(Double_t &dist,Int_t run, Int_t timeStamp, Double_t deltaT, Int_t side){ | |
1999 | // | |
2000 | // Get the correction of the drift velocity using the CE laser data | |
2001 | // combining information from the CE, laser track calibration | |
2002 | // and P/T calibration | |
2003 | // | |
2004 | // run - run number | |
2005 | // timeStamp - tim stamp in seconds | |
2006 | // deltaT - integration period to calculate time0 offset | |
2007 | // side - 0 - A side, 1 - C side, 2 - mean from both sides | |
2008 | TObjArray *arrT =AliTPCcalibDB::Instance()->GetCErocTtime(); | |
0d1b4cf8 | 2009 | if (!arrT) return 0; |
a23ba1c3 | 2010 | AliTPCParam *param =AliTPCcalibDB::Instance()->GetParameters(); |
2011 | TObjArray* cearray =AliTPCcalibDB::Instance()->GetCEData(); | |
2012 | AliTPCCalibVdrift * driftCalib = (AliTPCCalibVdrift *)cearray->FindObject("driftPTCE"); | |
2013 | // | |
2014 | // | |
2015 | Double_t corrPTA = 0, corrPTC=0; | |
2016 | Double_t ltime0A = 0, ltime0C=0; | |
2017 | Double_t gry=0; | |
2018 | Double_t corrA=0, corrC=0; | |
2019 | Double_t timeA=0, timeC=0; | |
5647625c | 2020 | const Double_t kEpsilon = 0.00001; |
a23ba1c3 | 2021 | TGraph *graphA = (TGraph*)arrT->At(72); |
2022 | TGraph *graphC = (TGraph*)arrT->At(73); | |
2023 | if (!graphA && !graphC) return 0.; | |
2024 | if (graphA &&graphA->GetN()>0) { | |
2025 | AliTPCcalibDButil::GetNearest(graphA,timeStamp,dist,gry); | |
2026 | timeA = AliTPCcalibDButil::EvalGraphConst(graphA,timeStamp); | |
2027 | Int_t mtime =TMath::Nint((graphA->GetX()[0]+graphA->GetX()[graphA->GetN()-1])*0.5); | |
2028 | ltime0A = GetLaserTime0(run,mtime,TMath::Nint(deltaT),0); | |
5647625c | 2029 | if(ltime0A < kEpsilon) return 0; |
a23ba1c3 | 2030 | if (driftCalib) corrPTA = driftCalib->GetPTRelative(timeStamp,0); |
1e722a63 | 2031 | corrA = (param->GetZLength(36)/(timeA*param->GetTSample()*(1.-ltime0A)-param->GetL1Delay()-0*param->GetZSigma()/param->GetDriftV()))/param->GetDriftV()-1; |
a23ba1c3 | 2032 | corrA-=corrPTA; |
2033 | } | |
2034 | if (graphC&&graphC->GetN()>0){ | |
2035 | AliTPCcalibDButil::GetNearest(graphC,timeStamp,dist,gry); | |
2036 | timeC=AliTPCcalibDButil::EvalGraphConst(graphC,timeStamp); | |
2037 | Int_t mtime=TMath::Nint((graphC->GetX()[0]+graphC->GetX()[graphC->GetN()-1])*0.5); | |
2038 | ltime0C = GetLaserTime0(run,mtime,TMath::Nint(deltaT),0); | |
5647625c | 2039 | if(ltime0C < kEpsilon) return 0; |
2040 | if (driftCalib) corrPTC = driftCalib->GetPTRelative(timeStamp,0); | |
1e722a63 | 2041 | corrC = (param->GetZLength(54)/(timeC*param->GetTSample()*(1.-ltime0C)-param->GetL1Delay()-0*param->GetZSigma()/param->GetDriftV()))/param->GetDriftV()-1; |
a23ba1c3 | 2042 | corrC-=corrPTC; |
2043 | } | |
2044 | ||
2045 | if (side ==0 ) return corrA; | |
2046 | if (side ==1 ) return corrC; | |
2047 | Double_t corrM= (corrA+corrC)*0.5; | |
2048 | if (!graphA) corrM=corrC; | |
2049 | if (!graphC) corrM=corrA; | |
2050 | return corrM; | |
2051 | } | |
2052 | ||
cc65e4f5 | 2053 | Double_t AliTPCcalibDButil::GetVDriftTPCITS(Double_t &dist, Int_t run, Int_t timeStamp){ |
2054 | // | |
2055 | // return drift velocity using the TPC-ITS matchin method | |
2056 | // return also distance to the closest point | |
2057 | // | |
2058 | TObjArray *array =AliTPCcalibDB::Instance()->GetTimeVdriftSplineRun(run); | |
2059 | TGraphErrors *graph=0; | |
2060 | dist=0; | |
2061 | if (!array) return 0; | |
5647625c | 2062 | //array->ls(); |
cc65e4f5 | 2063 | graph = (TGraphErrors*)array->FindObject("ALIGN_ITSB_TPC_DRIFTVD"); |
2064 | if (!graph) return 0; | |
2065 | Double_t deltaY; | |
2066 | AliTPCcalibDButil::GetNearest(graph,timeStamp,dist,deltaY); | |
2067 | Double_t value = AliTPCcalibDButil::EvalGraphConst(graph,timeStamp); | |
2068 | return value; | |
2069 | } | |
2070 | ||
2071 | Double_t AliTPCcalibDButil::GetTime0TPCITS(Double_t &dist, Int_t run, Int_t timeStamp){ | |
2072 | // | |
2073 | // Get time dependent time 0 (trigger delay in cm) correction | |
2074 | // Arguments: | |
2075 | // timestamp - timestamp | |
2076 | // run - run number | |
2077 | // | |
2078 | // Notice - Extrapolation outside of calibration range - using constant function | |
2079 | // | |
2080 | TObjArray *array =AliTPCcalibDB::Instance()->GetTimeVdriftSplineRun(run); | |
2081 | TGraphErrors *graph=0; | |
2082 | dist=0; | |
2083 | if (!array) return 0; | |
2084 | graph = (TGraphErrors*)array->FindObject("ALIGN_ITSM_TPC_T0"); | |
2085 | if (!graph) return 0; | |
2086 | Double_t deltaY; | |
2087 | AliTPCcalibDButil::GetNearest(graph,timeStamp,dist,deltaY); | |
2088 | Double_t value = AliTPCcalibDButil::EvalGraphConst(graph,timeStamp); | |
2089 | return value; | |
2090 | } | |
2091 | ||
2092 | ||
a23ba1c3 | 2093 | |
2094 | ||
2095 | ||
2096 | Int_t AliTPCcalibDButil::MakeRunList(Int_t startRun, Int_t stopRun){ | |
2097 | // | |
2098 | // VERY obscure method - we need something in framework | |
2099 | // Find the TPC runs with temperature OCDB entry | |
2100 | // cache the start and end of the run | |
2101 | // | |
2102 | AliCDBStorage* storage = AliCDBManager::Instance()->GetSpecificStorage("TPC/Calib/Temperature"); | |
2103 | if (!storage) storage = AliCDBManager::Instance()->GetDefaultStorage(); | |
2104 | if (!storage) return 0; | |
2105 | TString path=storage->GetURI(); | |
2106 | TString runsT; | |
2107 | { | |
2108 | TString command; | |
2109 | if (path.Contains("local")){ // find the list if local system | |
2110 | path.ReplaceAll("local://",""); | |
2111 | path+="TPC/Calib/Temperature"; | |
2112 | command=Form("ls %s | sed s/_/\\ /g | awk '{print \"r\"$2}' ",path.Data()); | |
2113 | } | |
2114 | runsT=gSystem->GetFromPipe(command); | |
2115 | } | |
2116 | TObjArray *arr= runsT.Tokenize("r"); | |
2117 | if (!arr) return 0; | |
2118 | // | |
2119 | TArrayI indexes(arr->GetEntries()); | |
2120 | TArrayI runs(arr->GetEntries()); | |
2121 | Int_t naccept=0; | |
2122 | {for (Int_t irun=0;irun<arr->GetEntries();irun++){ | |
2123 | Int_t irunN = atoi(arr->At(irun)->GetName()); | |
2124 | if (irunN<startRun) continue; | |
2125 | if (irunN>stopRun) continue; | |
2126 | runs[naccept]=irunN; | |
2127 | naccept++; | |
2128 | }} | |
2129 | fRuns.Set(naccept); | |
2130 | fRunsStart.Set(fRuns.fN); | |
2131 | fRunsStop.Set(fRuns.fN); | |
2132 | TMath::Sort(fRuns.fN, runs.fArray, indexes.fArray,kFALSE); | |
2133 | for (Int_t irun=0; irun<fRuns.fN; irun++) fRuns[irun]=runs[indexes[irun]]; | |
2134 | ||
2135 | // | |
2136 | AliCDBEntry * entry = 0; | |
2137 | {for (Int_t irun=0;irun<fRuns.fN; irun++){ | |
2138 | entry = AliCDBManager::Instance()->Get("TPC/Calib/Temperature",fRuns[irun]); | |
2139 | if (!entry) continue; | |
2140 | AliTPCSensorTempArray * tmpRun = dynamic_cast<AliTPCSensorTempArray*>(entry->GetObject()); | |
2141 | if (!tmpRun) continue; | |
2142 | fRunsStart[irun]=tmpRun->GetStartTime().GetSec(); | |
2143 | fRunsStop[irun]=tmpRun->GetEndTime().GetSec(); | |
2144 | // printf("irun\t%d\tRun\t%d\t%d\t%d\n",irun,fRuns[irun],tmpRun->GetStartTime().GetSec(),tmpRun->GetEndTime().GetSec()); | |
2145 | }} | |
2146 | return fRuns.fN; | |
2147 | } | |
2148 | ||
2149 | ||
2150 | Int_t AliTPCcalibDButil::FindRunTPC(Int_t itime, Bool_t debug){ | |
2151 | // | |
2152 | // binary search - find the run for given time stamp | |
2153 | // | |
2154 | Int_t index0 = TMath::BinarySearch(fRuns.fN, fRunsStop.fArray,itime); | |
2155 | Int_t index1 = TMath::BinarySearch(fRuns.fN, fRunsStart.fArray,itime); | |
2156 | Int_t cindex = -1; | |
2157 | for (Int_t index=index0; index<=index1; index++){ | |
2158 | if (fRunsStart[index]<=itime && fRunsStop[index]>=itime) cindex=index; | |
2159 | if (debug) { | |
2160 | printf("%d\t%d\t%d\n",fRuns[index], fRunsStart[index]-itime, fRunsStop[index]-itime); | |
2161 | } | |
2162 | } | |
2163 | if (cindex<0) cindex =(index0+index1)/2; | |
2164 | if (cindex<0) { | |
2165 | return 0; | |
2166 | } | |
2167 | return fRuns[cindex]; | |
2168 | } | |
2169 | ||
2170 | ||
2171 | ||
2172 | ||
2173 | ||
2174 | TGraph* AliTPCcalibDButil::FilterGraphMedian(TGraph * graph, Float_t sigmaCut,Double_t &medianY){ | |
2175 | // | |
2176 | // filter outlyer measurement | |
2177 | // Only points around median +- sigmaCut filtered | |
2178 | if (!graph) return 0; | |
2179 | Int_t kMinPoints=2; | |
2180 | Int_t npoints0 = graph->GetN(); | |
2181 | Int_t npoints=0; | |
2182 | Float_t rmsY=0; | |
a23ba1c3 | 2183 | // |
2184 | // | |
2185 | if (npoints0<kMinPoints) return 0; | |
a9f487a1 | 2186 | |
2187 | Double_t *outx=new Double_t[npoints0]; | |
2188 | Double_t *outy=new Double_t[npoints0]; | |
a23ba1c3 | 2189 | for (Int_t iter=0; iter<3; iter++){ |
2190 | npoints=0; | |
2191 | for (Int_t ipoint=0; ipoint<npoints0; ipoint++){ | |
2192 | if (graph->GetY()[ipoint]==0) continue; | |
2193 | if (iter>0 &&TMath::Abs(graph->GetY()[ipoint]-medianY)>sigmaCut*rmsY) continue; | |
2194 | outx[npoints] = graph->GetX()[ipoint]; | |
2195 | outy[npoints] = graph->GetY()[ipoint]; | |
2196 | npoints++; | |
2197 | } | |
2198 | if (npoints<=1) break; | |
2199 | medianY =TMath::Median(npoints,outy); | |
2200 | rmsY =TMath::RMS(npoints,outy); | |
2201 | } | |
2202 | TGraph *graphOut=0; | |
2203 | if (npoints>1) graphOut= new TGraph(npoints,outx,outy); | |
a9f487a1 | 2204 | delete [] outx; |
2205 | delete [] outy; | |
a23ba1c3 | 2206 | return graphOut; |
2207 | } | |
2208 | ||
2209 | ||
2210 | TGraph* AliTPCcalibDButil::FilterGraphMedianAbs(TGraph * graph, Float_t cut,Double_t &medianY){ | |
2211 | // | |
2212 | // filter outlyer measurement | |
2213 | // Only points around median +- cut filtered | |
2214 | if (!graph) return 0; | |
2215 | Int_t kMinPoints=2; | |
2216 | Int_t npoints0 = graph->GetN(); | |
2217 | Int_t npoints=0; | |
2218 | Float_t rmsY=0; | |
a23ba1c3 | 2219 | // |
2220 | // | |
2221 | if (npoints0<kMinPoints) return 0; | |
a9f487a1 | 2222 | |
2223 | Double_t *outx=new Double_t[npoints0]; | |
2224 | Double_t *outy=new Double_t[npoints0]; | |
a23ba1c3 | 2225 | for (Int_t iter=0; iter<3; iter++){ |
2226 | npoints=0; | |
2227 | for (Int_t ipoint=0; ipoint<npoints0; ipoint++){ | |
2228 | if (graph->GetY()[ipoint]==0) continue; | |
2229 | if (iter>0 &&TMath::Abs(graph->GetY()[ipoint]-medianY)>cut) continue; | |
2230 | outx[npoints] = graph->GetX()[ipoint]; | |
2231 | outy[npoints] = graph->GetY()[ipoint]; | |
2232 | npoints++; | |
2233 | } | |
2234 | if (npoints<=1) break; | |
2235 | medianY =TMath::Median(npoints,outy); | |
2236 | rmsY =TMath::RMS(npoints,outy); | |
2237 | } | |
2238 | TGraph *graphOut=0; | |
2239 | if (npoints>1) graphOut= new TGraph(npoints,outx,outy); | |
a9f487a1 | 2240 | delete [] outx; |
2241 | delete [] outy; | |
a23ba1c3 | 2242 | return graphOut; |
2243 | } | |
2244 | ||
2245 | ||
2246 | ||
8166d5d7 | 2247 | TGraphErrors* AliTPCcalibDButil::FilterGraphMedianErr(TGraphErrors * const graph, Float_t sigmaCut,Double_t &medianY){ |
a23ba1c3 | 2248 | // |
2249 | // filter outlyer measurement | |
2250 | // Only points with normalized errors median +- sigmaCut filtered | |
2251 | // | |
2252 | Int_t kMinPoints=10; | |
2253 | Int_t npoints0 = graph->GetN(); | |
2254 | Int_t npoints=0; | |
2255 | Float_t medianErr=0, rmsErr=0; | |
a9f487a1 | 2256 | // |
2257 | // | |
2258 | if (npoints0<kMinPoints) return 0; | |
2259 | ||
a23ba1c3 | 2260 | Double_t *outx=new Double_t[npoints0]; |
2261 | Double_t *outy=new Double_t[npoints0]; | |
2262 | Double_t *erry=new Double_t[npoints0]; | |
2263 | Double_t *nerry=new Double_t[npoints0]; | |
2264 | Double_t *errx=new Double_t[npoints0]; | |
a9f487a1 | 2265 | |
a23ba1c3 | 2266 | for (Int_t iter=0; iter<3; iter++){ |
2267 | npoints=0; | |
2268 | for (Int_t ipoint=0; ipoint<npoints0; ipoint++){ | |
2269 | nerry[npoints] = graph->GetErrorY(ipoint); | |
2270 | if (iter>0 &&TMath::Abs(nerry[npoints]-medianErr)>sigmaCut*rmsErr) continue; | |
2271 | erry[npoints] = graph->GetErrorY(ipoint); | |
2272 | outx[npoints] = graph->GetX()[ipoint]; | |
2273 | outy[npoints] = graph->GetY()[ipoint]; | |
2274 | errx[npoints] = graph->GetErrorY(ipoint); | |
2275 | npoints++; | |
2276 | } | |
2277 | if (npoints==0) break; | |
2278 | medianErr=TMath::Median(npoints,erry); | |
2279 | medianY =TMath::Median(npoints,outy); | |
2280 | rmsErr =TMath::RMS(npoints,erry); | |
2281 | } | |
2282 | TGraphErrors *graphOut=0; | |
2283 | if (npoints>1) graphOut= new TGraphErrors(npoints,outx,outy,errx,erry); | |
2284 | delete []outx; | |
2285 | delete []outy; | |
a23ba1c3 | 2286 | delete []erry; |
a9f487a1 | 2287 | delete []nerry; |
2288 | delete []errx; | |
a23ba1c3 | 2289 | return graphOut; |
2290 | } | |
2291 | ||
2292 | ||
2293 | void AliTPCcalibDButil::Sort(TGraph *graph){ | |
2294 | // | |
2295 | // sort array - neccessay for approx | |
2296 | // | |
2297 | Int_t npoints = graph->GetN(); | |
2298 | Int_t *indexes=new Int_t[npoints]; | |
2299 | Double_t *outx=new Double_t[npoints]; | |
2300 | Double_t *outy=new Double_t[npoints]; | |
2301 | TMath::Sort(npoints, graph->GetX(),indexes,kFALSE); | |
2302 | for (Int_t i=0;i<npoints;i++) outx[i]=graph->GetX()[indexes[i]]; | |
2303 | for (Int_t i=0;i<npoints;i++) outy[i]=graph->GetY()[indexes[i]]; | |
2304 | for (Int_t i=0;i<npoints;i++) graph->GetX()[i]=outx[i]; | |
2305 | for (Int_t i=0;i<npoints;i++) graph->GetY()[i]=outy[i]; | |
2306 | ||
a9f487a1 | 2307 | delete [] indexes; |
2308 | delete [] outx; | |
2309 | delete [] outy; | |
a23ba1c3 | 2310 | } |
2311 | void AliTPCcalibDButil::SmoothGraph(TGraph *graph, Double_t delta){ | |
2312 | // | |
2313 | // smmoth graph - mean on the interval | |
2314 | // | |
2315 | Sort(graph); | |
2316 | Int_t npoints = graph->GetN(); | |
2317 | Double_t *outy=new Double_t[npoints]; | |
0d1b4cf8 | 2318 | |
a23ba1c3 | 2319 | for (Int_t ipoint=0; ipoint<npoints; ipoint++){ |
2320 | Double_t lx=graph->GetX()[ipoint]; | |
2321 | Int_t index0=TMath::BinarySearch(npoints, graph->GetX(),lx-delta); | |
2322 | Int_t index1=TMath::BinarySearch(npoints, graph->GetX(),lx+delta); | |
2323 | if (index0<0) index0=0; | |
2324 | if (index1>=npoints-1) index1=npoints-1; | |
2325 | if ((index1-index0)>1){ | |
2326 | outy[ipoint] = TMath::Mean(index1-index0, &(graph->GetY()[index0])); | |
2327 | }else{ | |
2328 | outy[ipoint]=graph->GetY()[ipoint]; | |
2329 | } | |
2330 | } | |
0d1b4cf8 | 2331 | // TLinearFitter fitter(3,"pol2"); |
2332 | // for (Int_t ipoint=0; ipoint<npoints; ipoint++){ | |
2333 | // Double_t lx=graph->GetX()[ipoint]; | |
2334 | // Int_t index0=TMath::BinarySearch(npoints, graph->GetX(),lx-delta); | |
2335 | // Int_t index1=TMath::BinarySearch(npoints, graph->GetX(),lx+delta); | |
2336 | // if (index0<0) index0=0; | |
2337 | // if (index1>=npoints-1) index1=npoints-1; | |
2338 | // fitter.ClearPoints(); | |
2339 | // for (Int_t jpoint=0;jpoint<index1-index0; jpoint++) | |
2340 | // if ((index1-index0)>1){ | |
2341 | // outy[ipoint] = TMath::Mean(index1-index0, &(graph->GetY()[index0])); | |
2342 | // }else{ | |
2343 | // outy[ipoint]=graph->GetY()[ipoint]; | |
2344 | // } | |
2345 | // } | |
2346 | ||
2347 | ||
2348 | ||
a23ba1c3 | 2349 | for (Int_t ipoint=0; ipoint<npoints; ipoint++){ |
2350 | graph->GetY()[ipoint] = outy[ipoint]; | |
2351 | } | |
2352 | delete[] outy; | |
2353 | } | |
2354 | ||
8166d5d7 | 2355 | Double_t AliTPCcalibDButil::EvalGraphConst(TGraph * const graph, Double_t xref){ |
a23ba1c3 | 2356 | // |
2357 | // Use constant interpolation outside of range | |
2358 | // | |
2359 | if (!graph) { | |
2360 | printf("AliTPCcalibDButil::EvalGraphConst: 0 pointer\n"); | |
2361 | return 0; | |
2362 | } | |
5647625c | 2363 | |
a23ba1c3 | 2364 | if (graph->GetN()<1){ |
5647625c | 2365 | printf("AliTPCcalibDButil::EvalGraphConst: Empty graph \n"); |
a23ba1c3 | 2366 | return 0; |
2367 | } | |
5647625c | 2368 | |
2369 | ||
a23ba1c3 | 2370 | if (xref<graph->GetX()[0]) return graph->GetY()[0]; |
2371 | if (xref>graph->GetX()[graph->GetN()-1]) return graph->GetY()[graph->GetN()-1]; | |
5647625c | 2372 | |
2b68ab9c | 2373 | // printf("graph->Eval(graph->GetX()[0]) %f, graph->Eval(xref) %f \n",graph->Eval(graph->GetX()[0]), graph->Eval(xref)); |
5647625c | 2374 | |
2375 | if(graph->GetN()==1) | |
2376 | return graph->Eval(graph->GetX()[0]); | |
2377 | ||
2378 | ||
2379 | return graph->Eval(xref); | |
a23ba1c3 | 2380 | } |
2381 | ||
108a67db | 2382 | Double_t AliTPCcalibDButil::EvalGraphConst(AliSplineFit *graph, Double_t xref){ |
2383 | // | |
2384 | // Use constant interpolation outside of range also for spline fits | |
2385 | // | |
2386 | if (!graph) { | |
2387 | printf("AliTPCcalibDButil::EvalGraphConst: 0 pointer\n"); | |
2388 | return 0; | |
2389 | } | |
2390 | if (graph->GetKnots()<1){ | |
2391 | printf("AliTPCcalibDButil::EvalGraphConst: Empty graph"); | |
2392 | return 0; | |
2393 | } | |
2394 | if (xref<graph->GetX()[0]) return graph->GetY0()[0]; | |
2395 | if (xref>graph->GetX()[graph->GetKnots()-1]) return graph->GetY0()[graph->GetKnots()-1]; | |
2396 | return graph->Eval( xref); | |
2397 | } | |
2398 | ||
1e722a63 | 2399 | Float_t AliTPCcalibDButil::FilterSensor(AliDCSSensor * sensor, Double_t ymin, Double_t ymax, Double_t maxdy, Double_t sigmaCut){ |
2400 | // | |
2401 | // Filter DCS sensor information | |
2402 | // ymin - minimal value | |
2403 | // ymax - max value | |
2404 | // maxdy - maximal deirivative | |
2405 | // sigmaCut - cut on values and derivative in terms of RMS distribution | |
2406 | // Return value - accepted fraction | |
2407 | // | |
2408 | // Algorithm: | |
2409 | // | |
2410 | // 0. Calculate median and rms of values in specified range | |
2411 | // 1. Filter out outliers - median+-sigmaCut*rms | |
2412 | // values replaced by median | |
2413 | // | |
2414 | AliSplineFit * fit = sensor->GetFit(); | |
2415 | if (!fit) return 0.; | |
2416 | Int_t nknots = fit->GetKnots(); | |
2417 | if (nknots==0) { | |
2418 | delete fit; | |
2419 | sensor->SetFit(0); | |
2420 | return 0; | |
2421 | } | |
2422 | // | |
2423 | Double_t *yin0 = new Double_t[nknots]; | |
2424 | Double_t *yin1 = new Double_t[nknots]; | |
2425 | Int_t naccept=0; | |
2426 | ||
2427 | for (Int_t iknot=0; iknot< nknots; iknot++){ | |
2428 | if (fit->GetY0()[iknot]>ymin && fit->GetY0()[iknot]<ymax){ | |
2429 | yin0[naccept] = fit->GetY0()[iknot]; | |
2430 | yin1[naccept] = fit->GetY1()[iknot]; | |
2431 | if (TMath::Abs(fit->GetY1()[iknot])>maxdy) yin1[naccept]=0; | |
2432 | naccept++; | |
2433 | } | |
2434 | } | |
2435 | if (naccept<1) { | |
2436 | delete fit; | |
2437 | sensor->SetFit(0); | |
a9f487a1 | 2438 | delete [] yin0; |
2439 | delete [] yin1; | |
1e722a63 | 2440 | return 0.; |
2441 | } | |
0d1b4cf8 | 2442 | |
1e722a63 | 2443 | Double_t medianY0=0, medianY1=0; |
2444 | Double_t rmsY0 =0, rmsY1=0; | |
2445 | medianY0 = TMath::Median(naccept, yin0); | |
2446 | medianY1 = TMath::Median(naccept, yin1); | |
2447 | rmsY0 = TMath::RMS(naccept, yin0); | |
2448 | rmsY1 = TMath::RMS(naccept, yin1); | |
2449 | naccept=0; | |
2450 | // | |
2451 | // 1. Filter out outliers - median+-sigmaCut*rms | |
2452 | // values replaced by median | |
2453 | // if replaced the derivative set to 0 | |
2454 | // | |
2455 | for (Int_t iknot=0; iknot< nknots; iknot++){ | |
2456 | Bool_t isOK=kTRUE; | |
2457 | if (TMath::Abs(fit->GetY0()[iknot]-medianY0)>sigmaCut*rmsY0) isOK=kFALSE; | |
2458 | if (TMath::Abs(fit->GetY1()[iknot]-medianY1)>sigmaCut*rmsY1) isOK=kFALSE; | |
2459 | if (nknots<2) fit->GetY1()[iknot]=0; | |
2460 | if (TMath::Abs(fit->GetY1()[iknot])>maxdy) fit->GetY1()[iknot]=0; | |
2461 | if (!isOK){ | |
2462 | fit->GetY0()[iknot]=medianY0; | |
2463 | fit->GetY1()[iknot]=0; | |
2464 | }else{ | |
2465 | naccept++; | |
2466 | } | |
2467 | } | |
2468 | delete [] yin0; | |
2469 | delete [] yin1; | |
2470 | return Float_t(naccept)/Float_t(nknots); | |
2471 | } | |
2472 | ||
2473 | Float_t AliTPCcalibDButil::FilterTemperature(AliTPCSensorTempArray *tempArray, Double_t ymin, Double_t ymax, Double_t sigmaCut){ | |
2474 | // | |
2475 | // Filter temperature array | |
2476 | // tempArray - array of temperatures - | |
2477 | // ymin - minimal accepted temperature - default 15 | |
2478 | // ymax - maximal accepted temperature - default 22 | |
2479 | // sigmaCut - values filtered on interval median+-sigmaCut*rms - defaut 5 | |
2480 | // return value - fraction of filtered sensors | |
2481 | const Double_t kMaxDy=0.1; | |
2482 | Int_t nsensors=tempArray->NumSensors(); | |
2483 | if (nsensors==0) return 0.; | |
2484 | Int_t naccept=0; | |
2485 | for (Int_t isensor=0; isensor<nsensors; isensor++){ | |
2486 | AliDCSSensor *sensor = tempArray->GetSensorNum(isensor); | |
2487 | if (!sensor) continue; | |
2488 | //printf("%d\n",isensor); | |
2489 | FilterSensor(sensor,ymin,ymax,kMaxDy, sigmaCut); | |
2490 | if (sensor->GetFit()==0){ | |
0d1b4cf8 | 2491 | //delete sensor; |
1e722a63 | 2492 | tempArray->RemoveSensorNum(isensor); |
2493 | }else{ | |
2494 | naccept++; | |
2495 | } | |
2496 | } | |
2497 | return Float_t(naccept)/Float_t(nsensors); | |
2498 | } | |
2499 | ||
a23ba1c3 | 2500 | |
8166d5d7 | 2501 | void AliTPCcalibDButil::FilterCE(Double_t deltaT, Double_t cutAbs, Double_t cutSigma, TTreeSRedirector * const pcstream){ |
a23ba1c3 | 2502 | // |
2503 | // Filter CE data | |
1e722a63 | 2504 | // Input parameters: |
2505 | // deltaT - smoothing window (in seconds) | |
2506 | // cutAbs - max distance of the time info to the median (in time bins) | |
2507 | // cutSigma - max distance (in the RMS) | |
2508 | // pcstream - optional debug streamer to store original and filtered info | |
2509 | // Hardwired parameters: | |
2510 | // kMinPoints =10; // minimal number of points to define the CE | |
2511 | // kMinSectors=12; // minimal number of sectors to define sideCE | |
2512 | // Algorithm: | |
2513 | // 0. Filter almost emty graphs (kMinPoints=10) | |
2514 | // 1. calculate median and RMS per side | |
2515 | // 2. Filter graphs - in respect with side medians | |
2516 | // - cutAbs and cutDelta used | |
2517 | // 3. Cut in respect wit the graph median - cutAbs and cutRMS used | |
2518 | // 4. Calculate mean for A side and C side | |
2519 | // | |
2520 | const Int_t kMinPoints =10; // minimal number of points to define the CE | |
2521 | const Int_t kMinSectors=12; // minimal number of sectors to define sideCE | |
2522 | const Int_t kMinTime =400; // minimal arrival time of CE | |
2523 | TObjArray *arrT=AliTPCcalibDB::Instance()->GetCErocTtime(); | |
a23ba1c3 | 2524 | Double_t medianY=0; |
1e722a63 | 2525 | TObjArray* cearray =AliTPCcalibDB::Instance()->GetCEData(); |
a23ba1c3 | 2526 | if (!cearray) return; |
1e722a63 | 2527 | Double_t tmin=-1; |
2528 | Double_t tmax=-1; | |
2529 | // | |
2530 | // | |
a23ba1c3 | 2531 | AliTPCSensorTempArray *tempMapCE = (AliTPCSensorTempArray *)cearray->FindObject("TempMap"); |
2cd3a697 | 2532 | AliDCSSensor * cavernPressureCE = (AliDCSSensor *) cearray->FindObject("CavernAtmosPressure"); |
a23ba1c3 | 2533 | if ( tempMapCE && cavernPressureCE){ |
1e722a63 | 2534 | // |
c5dfa2dc | 2535 | // Bool_t isOK = FilterTemperature(tempMapCE)>0.1; |
2536 | // FilterSensor(cavernPressureCE,960,1050,10, 5.); | |
2537 | // if (cavernPressureCE->GetFit()==0) isOK=kFALSE; | |
2538 | Bool_t isOK=kTRUE; | |
1e722a63 | 2539 | if (isOK) { |
2540 | // recalculate P/T correction map for time of the CE | |
2541 | AliTPCCalibVdrift * driftCalib = new AliTPCCalibVdrift(tempMapCE,cavernPressureCE ,0); | |
2542 | driftCalib->SetName("driftPTCE"); | |
2543 | driftCalib->SetTitle("driftPTCE"); | |
2544 | cearray->AddLast(driftCalib); | |
2545 | } | |
a23ba1c3 | 2546 | } |
1e722a63 | 2547 | // |
2548 | // 0. Filter almost emty graphs | |
2549 | // | |
a23ba1c3 | 2550 | |
1e722a63 | 2551 | for (Int_t i=0; i<72;i++){ |
a23ba1c3 | 2552 | TGraph *graph= (TGraph*)arrT->At(i); |
29797f44 | 2553 | if (!graph) continue; |
2554 | graph->Sort(); | |
a23ba1c3 | 2555 | if (graph->GetN()<kMinPoints){ |
2556 | arrT->AddAt(0,i); | |
2557 | delete graph; // delete empty graph | |
2558 | continue; | |
2559 | } | |
1e722a63 | 2560 | if (tmin<0) tmin = graph->GetX()[0]; |
2561 | if (tmax<0) tmax = graph->GetX()[graph->GetN()-1]; | |
2562 | // | |
2563 | if (tmin>graph->GetX()[0]) tmin=graph->GetX()[0]; | |
2564 | if (tmax<graph->GetX()[graph->GetN()-1]) tmax=graph->GetX()[graph->GetN()-1]; | |
2565 | } | |
2566 | // | |
2567 | // 1. calculate median and RMS per side | |
2568 | // | |
2569 | TArrayF arrA(100000), arrC(100000); | |
2570 | Int_t nA=0, nC=0; | |
2571 | Double_t medianA=0, medianC=0; | |
2572 | Double_t rmsA=0, rmsC=0; | |
2573 | for (Int_t isec=0; isec<72;isec++){ | |
2574 | TGraph *graph= (TGraph*)arrT->At(isec); | |
2575 | if (!graph) continue; | |
2576 | for (Int_t ipoint=kMinPoints-1; ipoint<graph->GetN();ipoint++){ | |
2577 | if (graph->GetY()[ipoint]<kMinTime) continue; | |
2578 | if (nA>=arrA.fN) arrA.Set(nA*2); | |
2579 | if (nC>=arrC.fN) arrC.Set(nC*2); | |
2580 | if (isec%36<18) arrA[nA++]= graph->GetY()[ipoint]; | |
2581 | if (isec%36>=18) arrC[nC++]= graph->GetY()[ipoint]; | |
2582 | } | |
2583 | } | |
2584 | if (nA>0){ | |
2585 | medianA=TMath::Median(nA,arrA.fArray); | |
2586 | rmsA =TMath::RMS(nA,arrA.fArray); | |
2587 | } | |
2588 | if (nC>0){ | |
2589 | medianC=TMath::Median(nC,arrC.fArray); | |
2590 | rmsC =TMath::RMS(nC,arrC.fArray); | |
2591 | } | |
2592 | // | |
2593 | // 2. Filter graphs - in respect with side medians | |
2594 | // | |
2595 | TArrayD vecX(100000), vecY(100000); | |
2596 | for (Int_t isec=0; isec<72;isec++){ | |
2597 | TGraph *graph= (TGraph*)arrT->At(isec); | |
2598 | if (!graph) continue; | |
2599 | Double_t median = (isec%36<18) ? medianA: medianC; | |
2600 | Double_t rms = (isec%36<18) ? rmsA: rmsC; | |
2601 | Int_t naccept=0; | |
29797f44 | 2602 | // for (Int_t ipoint=kMinPoints-1; ipoint<graph->GetN();ipoint++){ //not neccessary to remove first points |
2603 | for (Int_t ipoint=0; ipoint<graph->GetN();ipoint++){ | |
1e722a63 | 2604 | if (TMath::Abs(graph->GetY()[ipoint]-median)>cutAbs) continue; |
2605 | if (TMath::Abs(graph->GetY()[ipoint]-median)>cutSigma*rms) continue; | |
2606 | vecX[naccept]= graph->GetX()[ipoint]; | |
2607 | vecY[naccept]= graph->GetY()[ipoint]; | |
2608 | naccept++; | |
2609 | } | |
2610 | if (naccept<kMinPoints){ | |
2611 | arrT->AddAt(0,isec); | |
2612 | delete graph; // delete empty graph | |
2613 | continue; | |
2614 | } | |
2615 | TGraph *graph2 = new TGraph(naccept, vecX.fArray, vecY.fArray); | |
2616 | delete graph; | |
2617 | arrT->AddAt(graph2,isec); | |
2618 | } | |
2619 | // | |
2620 | // 3. Cut in respect wit the graph median | |
2621 | // | |
2622 | for (Int_t i=0; i<72;i++){ | |
2623 | TGraph *graph= (TGraph*)arrT->At(i); | |
2624 | if (!graph) continue; | |
2625 | // | |
2626 | // filter in range | |
2627 | // | |
2628 | TGraph* graphTS0= FilterGraphMedianAbs(graph,cutAbs,medianY); | |
a23ba1c3 | 2629 | if (!graphTS0) continue; |
2630 | if (graphTS0->GetN()<kMinPoints) { | |
2631 | delete graphTS0; | |
2632 | delete graph; | |
2633 | arrT->AddAt(0,i); | |
2634 | continue; | |
2635 | } | |
1e722a63 | 2636 | TGraph* graphTS= FilterGraphMedian(graphTS0,cutSigma,medianY); |
a23ba1c3 | 2637 | graphTS->Sort(); |
2638 | AliTPCcalibDButil::SmoothGraph(graphTS,deltaT); | |
2639 | if (pcstream){ | |
2640 | Int_t run = AliTPCcalibDB::Instance()->GetRun(); | |
2641 | (*pcstream)<<"filterCE"<< | |
2642 | "run="<<run<< | |
2643 | "isec="<<i<< | |
2644 | "mY="<<medianY<< | |
2645 | "graph.="<<graph<< | |
2646 | "graphTS0.="<<graphTS0<< | |
2647 | "graphTS.="<<graphTS<< | |
2648 | "\n"; | |
2649 | } | |
2650 | delete graphTS0; | |
2651 | if (!graphTS) continue; | |
2652 | arrT->AddAt(graphTS,i); | |
2653 | delete graph; | |
2654 | } | |
1e722a63 | 2655 | // |
2656 | // Recalculate the mean time A side C side | |
2657 | // | |
2658 | TArrayF xA(200), yA(200), eA(200), xC(200),yC(200), eC(200); | |
2659 | Int_t meanPoints=(nA+nC)/72; // mean number of points | |
2660 | for (Int_t itime=0; itime<200; itime++){ | |
2661 | nA=0, nC=0; | |
2662 | Double_t time=tmin+(tmax-tmin)*Float_t(itime)/200.; | |
2663 | for (Int_t i=0; i<72;i++){ | |
2664 | TGraph *graph= (TGraph*)arrT->At(i); | |
2665 | if (!graph) continue; | |
2666 | if (graph->GetN()<(meanPoints/4)) continue; | |
2667 | if ( (i%36)<18 ) arrA[nA++]=graph->Eval(time); | |
2668 | if ( (i%36)>=18 ) arrC[nC++]=graph->Eval(time); | |
2669 | } | |
2670 | xA[itime]=time; | |
2671 | xC[itime]=time; | |
2672 | yA[itime]=(nA>0)? TMath::Mean(nA,arrA.fArray):0; | |
2673 | yC[itime]=(nC>0)? TMath::Mean(nC,arrC.fArray):0; | |
2674 | eA[itime]=(nA>0)? TMath::RMS(nA,arrA.fArray):0; | |
2675 | eC[itime]=(nC>0)? TMath::RMS(nC,arrC.fArray):0; | |
2676 | } | |
2677 | // | |
2678 | Double_t rmsTA = TMath::RMS(200,yA.fArray)+TMath::Mean(200,eA.fArray); | |
2679 | Double_t rmsTC = TMath::RMS(200,yC.fArray)+TMath::Mean(200,eC.fArray); | |
2680 | if (pcstream){ | |
2681 | Int_t run = AliTPCcalibDB::Instance()->GetRun(); | |
2682 | (*pcstream)<<"filterAC"<< | |
2683 | "run="<<run<< | |
2684 | "nA="<<nA<< | |
2685 | "nC="<<nC<< | |
2686 | "rmsTA="<<rmsTA<< | |
2687 | "rmsTC="<<rmsTC<< | |
2688 | "\n"; | |
2689 | } | |
2690 | // | |
2691 | TGraphErrors *grA = new TGraphErrors(200,xA.fArray,yA.fArray,0, eA.fArray); | |
2692 | TGraphErrors *grC = new TGraphErrors(200,xC.fArray,yC.fArray,0, eC.fArray); | |
2693 | TGraph* graphTSA= FilterGraphMedian(grA,cutSigma,medianY); | |
2694 | if (graphTSA&&graphTSA->GetN()) SmoothGraph(graphTSA,deltaT); | |
2695 | TGraph* graphTSC= FilterGraphMedian(grC,cutSigma,medianY); | |
2696 | if (graphTSC&&graphTSC->GetN()>0) SmoothGraph(graphTSC,deltaT); | |
2697 | delete grA; | |
2698 | delete grC; | |
2699 | if (nA<kMinSectors) arrT->AddAt(0,72); | |
2700 | else arrT->AddAt(graphTSA,72); | |
2701 | if (nC<kMinSectors) arrT->AddAt(0,73); | |
2702 | else arrT->AddAt(graphTSC,73); | |
a23ba1c3 | 2703 | } |
2704 | ||
2705 | ||
8166d5d7 | 2706 | void AliTPCcalibDButil::FilterTracks(Int_t run, Double_t cutSigma, TTreeSRedirector * const pcstream){ |
a23ba1c3 | 2707 | // |
2708 | // Filter Drift velocity measurement using the tracks | |
2709 | // 0. remove outlyers - error based | |
2710 | // cutSigma | |
2711 | // | |
2712 | // | |
2713 | const Int_t kMinPoints=1; // minimal number of points to define value | |
2714 | TObjArray *arrT=AliTPCcalibDB::Instance()->GetTimeVdriftSplineRun(run); | |
2715 | Double_t medianY=0; | |
2716 | if (!arrT) return; | |
2717 | for (Int_t i=0; i<arrT->GetEntries();i++){ | |
14301155 | 2718 | TGraphErrors *graph= dynamic_cast<TGraphErrors*>(arrT->At(i)); |
a23ba1c3 | 2719 | if (!graph) continue; |
2720 | if (graph->GetN()<kMinPoints){ | |
2721 | delete graph; | |
2722 | arrT->AddAt(0,i); | |
2723 | continue; | |
2724 | } | |
5647625c | 2725 | TGraphErrors *graph2 = NULL; |
2726 | if(graph->GetN()<10) { | |
2727 | graph2 = new TGraphErrors(graph->GetN(),graph->GetX(),graph->GetY(),graph->GetEX(),graph->GetEY()); | |
2728 | if (!graph2) { | |
2729 | delete graph; arrT->AddAt(0,i); continue; | |
2730 | } | |
2731 | } | |
2732 | else { | |
2733 | graph2= FilterGraphMedianErr(graph,cutSigma,medianY); | |
2734 | if (!graph2) { | |
2735 | delete graph; arrT->AddAt(0,i); continue; | |
2736 | } | |
a23ba1c3 | 2737 | } |
2738 | if (graph2->GetN()<1) { | |
2739 | delete graph; arrT->AddAt(0,i); continue; | |
2740 | } | |
2741 | graph2->SetName(graph->GetName()); | |
2742 | graph2->SetTitle(graph->GetTitle()); | |
2743 | arrT->AddAt(graph2,i); | |
2744 | if (pcstream){ | |
2745 | (*pcstream)<<"filterTracks"<< | |
2746 | "run="<<run<< | |
2747 | "isec="<<i<< | |
2748 | "mY="<<medianY<< | |
2749 | "graph.="<<graph<< | |
2750 | "graph2.="<<graph2<< | |
2751 | "\n"; | |
2752 | } | |
2753 | delete graph; | |
2754 | } | |
2755 | } | |
2756 | ||
2757 | ||
a23ba1c3 | 2758 | |
2759 | ||
2760 | ||
2761 | Double_t AliTPCcalibDButil::GetLaserTime0(Int_t run, Int_t timeStamp, Int_t deltaT, Int_t side){ | |
2762 | // | |
2763 | // | |
2764 | // get laser time offset | |
2765 | // median around timeStamp+-deltaT | |
2766 | // QA - chi2 needed for later usage - to be added | |
2767 | // - currently cut on error | |
2768 | // | |
2769 | Int_t kMinPoints=1; | |
2770 | Double_t kMinDelay=0.01; | |
2771 | Double_t kMinDelayErr=0.0001; | |
2772 | ||
2773 | TObjArray *array =AliTPCcalibDB::Instance()->GetTimeVdriftSplineRun(run); | |
2774 | if (!array) return 0; | |
2775 | TGraphErrors *tlaser=0; | |
2776 | if (array){ | |
2777 | if (side==0) tlaser=(TGraphErrors*)array->FindObject("GRAPH_MEAN_DELAY_LASER_ALL_A"); | |
2778 | if (side==1) tlaser=(TGraphErrors*)array->FindObject("GRAPH_MEAN_DELAY_LASER_ALL_C"); | |
2779 | } | |
2780 | if (!tlaser) return 0; | |
2781 | Int_t npoints0= tlaser->GetN(); | |
2782 | if (npoints0==0) return 0; | |
2783 | Double_t *xlaser = new Double_t[npoints0]; | |
2784 | Double_t *ylaser = new Double_t[npoints0]; | |
2785 | Int_t npoints=0; | |
2786 | for (Int_t i=0;i<npoints0;i++){ | |
2787 | //printf("%d\n",i); | |
2788 | if (tlaser->GetY()[i]<=kMinDelay) continue; // filter zeros | |
2789 | if (tlaser->GetErrorY(i)>TMath::Abs(kMinDelayErr)) continue; | |
2790 | xlaser[npoints]=tlaser->GetX()[npoints]; | |
2791 | ylaser[npoints]=tlaser->GetY()[npoints]; | |
2792 | npoints++; | |
2793 | } | |
2794 | // | |
2795 | // | |
2796 | Int_t index0=TMath::BinarySearch(npoints, xlaser, Double_t(timeStamp-deltaT))-1; | |
2797 | Int_t index1=TMath::BinarySearch(npoints, xlaser, Double_t(timeStamp+deltaT))+1; | |
2798 | //if (index1-index0 <kMinPoints) { index1+=kMinPoints; index0-=kMinPoints;} | |
2799 | if (index0<0) index0=0; | |
2800 | if (index1>=npoints-1) index1=npoints-1; | |
2801 | if (index1-index0<kMinPoints) return 0; | |
2802 | // | |
2803 | //Double_t median = TMath::Median(index1-index0, &(ylaser[index0])); | |
2804 | Double_t mean = TMath::Mean(index1-index0, &(ylaser[index0])); | |
2805 | delete [] ylaser; | |
2806 | delete [] xlaser; | |
2807 | return mean; | |
2808 | } | |
0d1b4cf8 | 2809 | |
2810 | ||
2811 | ||
2812 | ||
8166d5d7 | 2813 | void AliTPCcalibDButil::FilterGoofie(AliDCSSensorArray * goofieArray, Double_t deltaT, Double_t cutSigma, Double_t minVd, Double_t maxVd, TTreeSRedirector * const pcstream){ |
0d1b4cf8 | 2814 | // |
2815 | // Filter Goofie data | |
1fabc823 | 2816 | // goofieArray - points will be filtered |
2817 | // deltaT - smmothing time window | |
2818 | // cutSigma - outler sigma cut in rms | |
2819 | // minVn, maxVd- range absolute cut for variable vd/pt | |
2820 | // - to be tuned | |
0d1b4cf8 | 2821 | // |
0d1b4cf8 | 2822 | // Ignore goofie if not enough points |
2823 | // | |
2824 | const Int_t kMinPoints = 3; | |
2825 | // | |
2826 | ||
2827 | TGraph *graphvd = goofieArray->GetSensorNum(2)->GetGraph(); | |
2828 | TGraph *graphan = goofieArray->GetSensorNum(8)->GetGraph(); | |
2829 | TGraph *graphaf = goofieArray->GetSensorNum(9)->GetGraph(); | |
2830 | TGraph *graphpt = goofieArray->GetSensorNum(15)->GetGraph(); | |
2831 | if (!graphvd) return; | |
2832 | if (graphvd->GetN()<kMinPoints){ | |
2833 | delete graphvd; | |
2834 | goofieArray->GetSensorNum(2)->SetGraph(0); | |
2835 | return; | |
2836 | } | |
2837 | // | |
2838 | // 1. Caluclate medians of critical variables | |
2839 | // drift velcocity | |
2840 | // P/T | |
2841 | // area near peak | |
2842 | // area far peak | |
2843 | // | |
2844 | Double_t medianpt=0; | |
1fabc823 | 2845 | Double_t medianvd=0, sigmavd=0; |
0d1b4cf8 | 2846 | Double_t medianan=0; |
2847 | Double_t medianaf=0; | |
1fabc823 | 2848 | Int_t entries=graphvd->GetN(); |
2849 | Double_t yvdn[10000]; | |
2850 | Int_t nvd=0; | |
2851 | // | |
2852 | for (Int_t ipoint=0; ipoint<entries; ipoint++){ | |
2853 | if (graphpt->GetY()[ipoint]<=0.0000001) continue; | |
2854 | if (graphvd->GetY()[ipoint]/graphpt->GetY()[ipoint]<minVd) continue; | |
2855 | if (graphvd->GetY()[ipoint]/graphpt->GetY()[ipoint]>maxVd) continue; | |
2856 | yvdn[nvd++]=graphvd->GetY()[ipoint]; | |
2857 | } | |
2858 | if (nvd<kMinPoints){ | |
2859 | delete graphvd; | |
2860 | goofieArray->GetSensorNum(2)->SetGraph(0); | |
2861 | return; | |
2862 | } | |
2863 | // | |
2864 | Int_t nuni = TMath::Min(TMath::Nint(nvd*0.4+2), nvd-1); | |
2865 | if (nuni>=kMinPoints){ | |
2866 | AliMathBase::EvaluateUni(nvd, yvdn, medianvd,sigmavd,nuni); | |
2867 | }else{ | |
2868 | medianvd = TMath::Median(nvd, yvdn); | |
2869 | } | |
2870 | ||
0d1b4cf8 | 2871 | TGraph * graphpt0 = AliTPCcalibDButil::FilterGraphMedianAbs(graphpt,10,medianpt); |
2872 | TGraph * graphpt1 = AliTPCcalibDButil::FilterGraphMedian(graphpt0,2,medianpt); | |
2873 | TGraph * graphan0 = AliTPCcalibDButil::FilterGraphMedianAbs(graphan,10,medianan); | |
2874 | TGraph * graphan1 = AliTPCcalibDButil::FilterGraphMedian(graphan0,2,medianan); | |
2875 | TGraph * graphaf0 = AliTPCcalibDButil::FilterGraphMedianAbs(graphaf,10,medianaf); | |
2876 | TGraph * graphaf1 = AliTPCcalibDButil::FilterGraphMedian(graphaf0,2,medianaf); | |
0d1b4cf8 | 2877 | delete graphpt0; |
2878 | delete graphpt1; | |
2879 | delete graphan0; | |
2880 | delete graphan1; | |
2881 | delete graphaf0; | |
2882 | delete graphaf1; | |
2883 | // | |
2884 | // 2. Make outlyer graph | |
2885 | // | |
1fabc823 | 2886 | Int_t nOK=0; |
0d1b4cf8 | 2887 | TGraph graphOut(*graphvd); |
2888 | for (Int_t i=0; i<entries;i++){ | |
2889 | // | |
2890 | Bool_t isOut=kFALSE; | |
1fabc823 | 2891 | if (graphpt->GetY()[i]<=0.0000001) { graphOut.GetY()[i]=1; continue;} |
2892 | if (graphvd->GetY()[i]/graphpt->GetY()[i]<minVd || graphvd->GetY()[i]/graphpt->GetY()[i]>maxVd) { graphOut.GetY()[i]=1; continue;} | |
2893 | ||
2894 | if (TMath::Abs((graphvd->GetY()[i]/graphpt->GetY()[i])/medianvd-1.)<0.05) | |
2895 | isOut|=kTRUE; | |
0d1b4cf8 | 2896 | if (TMath::Abs(graphpt->GetY()[i]/medianpt-1.)>0.02) isOut|=kTRUE; |
1fabc823 | 2897 | if (TMath::Abs(graphan->GetY()[i]/medianan-1.)>0.2) isOut|=kTRUE; |
2898 | if (TMath::Abs(graphaf->GetY()[i]/medianaf-1.)>0.2) isOut|=kTRUE; | |
0d1b4cf8 | 2899 | graphOut.GetY()[i]= (isOut)?1:0; |
1fabc823 | 2900 | if (!isOut) nOK++; |
0d1b4cf8 | 2901 | } |
1fabc823 | 2902 | if (nOK<kMinPoints) { |
2903 | delete graphvd; | |
2904 | goofieArray->GetSensorNum(2)->SetGraph(0); | |
2905 | return; | |
2906 | } | |
0d1b4cf8 | 2907 | // |
2908 | // 3. Filter out outlyers - and smooth | |
2909 | // | |
2910 | TVectorF vmedianArray(goofieArray->NumSensors()); | |
2911 | TVectorF vrmsArray(goofieArray->NumSensors()); | |
2912 | Double_t xnew[10000]; | |
2913 | Double_t ynew[10000]; | |
2914 | TObjArray junk; | |
2915 | junk.SetOwner(kTRUE); | |
2916 | Bool_t isOK=kTRUE; | |
2917 | // | |
2918 | // | |
2919 | for (Int_t isensor=0; isensor<goofieArray->NumSensors();isensor++){ | |
2920 | isOK=kTRUE; | |
2921 | AliDCSSensor *sensor = goofieArray->GetSensorNum(isensor); | |
2922 | TGraph *graphOld=0, *graphNew=0, * graphNew0=0,*graphNew1=0,*graphNew2=0; | |
2923 | // | |
2924 | if (!sensor) continue; | |
2925 | graphOld = sensor->GetGraph(); | |
2926 | if (graphOld) { | |
2927 | sensor->SetGraph(0); | |
2928 | Int_t nused=0; | |
2929 | for (Int_t i=0;i<entries;i++){ | |
2930 | if (graphOut.GetY()[i]>0.5) continue; | |
2931 | xnew[nused]=graphOld->GetX()[i]; | |
2932 | ynew[nused]=graphOld->GetY()[i]; | |
2933 | nused++; | |
2934 | } | |
2935 | graphNew = new TGraph(nused,xnew,ynew); | |
2936 | junk.AddLast(graphNew); | |
2937 | junk.AddLast(graphOld); | |
2938 | Double_t median=0; | |
2939 | graphNew0 = AliTPCcalibDButil::FilterGraphMedian(graphNew,cutSigma,median); | |
2940 | if (graphNew0!=0){ | |
2941 | junk.AddLast(graphNew0); | |
2942 | graphNew1 = AliTPCcalibDButil::FilterGraphMedian(graphNew0,cutSigma,median); | |
2943 | if (graphNew1!=0){ | |
1fabc823 | 2944 | junk.AddLast(graphNew1); |
0d1b4cf8 | 2945 | graphNew2 = AliTPCcalibDButil::FilterGraphMedian(graphNew1,cutSigma,median); |
2946 | if (graphNew2!=0) { | |
1fabc823 | 2947 | vrmsArray[isensor] =TMath::RMS(graphNew2->GetN(),graphNew2->GetY()); |
0d1b4cf8 | 2948 | AliTPCcalibDButil::SmoothGraph(graphNew2,deltaT); |
2949 | AliTPCcalibDButil::SmoothGraph(graphNew2,deltaT); | |
2950 | AliTPCcalibDButil::SmoothGraph(graphNew2,deltaT); | |
1fabc823 | 2951 | printf("%d\t%f\t%f\n",isensor, median,vrmsArray[isensor]); |
0d1b4cf8 | 2952 | vmedianArray[isensor]=median; |
0d1b4cf8 | 2953 | // |
2954 | } | |
2955 | } | |
2956 | } | |
2957 | } | |
2958 | if (!graphOld) { isOK=kFALSE; graphOld =&graphOut;} | |
2959 | if (!graphNew0) { isOK=kFALSE; graphNew0=graphOld;} | |
2960 | if (!graphNew1) { isOK=kFALSE; graphNew1=graphOld;} | |
2961 | if (!graphNew2) { isOK=kFALSE; graphNew2=graphOld;} | |
2962 | (*pcstream)<<"goofieA"<< | |
2963 | Form("isOK_%d.=",isensor)<<isOK<< | |
2964 | Form("s_%d.=",isensor)<<sensor<< | |
2965 | Form("gr_%d.=",isensor)<<graphOld<< | |
2966 | Form("gr0_%d.=",isensor)<<graphNew0<< | |
2967 | Form("gr1_%d.=",isensor)<<graphNew1<< | |
2968 | Form("gr2_%d.=",isensor)<<graphNew2; | |
1fabc823 | 2969 | if (isOK) sensor->SetGraph(graphNew2); |
2970 | } | |
2971 | (*pcstream)<<"goofieA"<< | |
2972 | "vmed.="<<&vmedianArray<< | |
2973 | "vrms.="<<&vrmsArray<< | |
2974 | "\n"; | |
2975 | junk.Delete(); // delete temoprary graphs | |
0d1b4cf8 | 2976 | |
2977 | } | |
2978 | ||
2979 | ||
a980538f | 2980 | |
2981 | ||
2982 | ||
8166d5d7 | 2983 | TMatrixD* AliTPCcalibDButil::MakeStatRelKalman(TObjArray * const array, Float_t minFraction, Int_t minStat, Float_t maxvd){ |
a980538f | 2984 | // |
2985 | // Make a statistic matrix | |
2986 | // Input parameters: | |
2987 | // array - TObjArray of AliRelKalmanAlign | |
2988 | // minFraction - minimal ration of accepted tracks | |
2989 | // minStat - minimal statistic (number of accepted tracks) | |
2990 | // maxvd - maximal deviation for the 1 | |
2991 | // Output matrix: | |
2992 | // columns - Mean, Median, RMS | |
2993 | // row - parameter type (rotation[3], translation[3], drift[3]) | |
2994 | if (!array) return 0; | |
2995 | if (array->GetEntries()<=0) return 0; | |
cc65e4f5 | 2996 | // Int_t entries = array->GetEntries(); |
a980538f | 2997 | Int_t entriesFast = array->GetEntriesFast(); |
2998 | TVectorD state(9); | |
2999 | TVectorD *valArray[9]; | |
3000 | for (Int_t i=0; i<9; i++){ | |
3001 | valArray[i] = new TVectorD(entriesFast); | |
3002 | } | |
3003 | Int_t naccept=0; | |
3004 | for (Int_t ikalman=0; ikalman<entriesFast; ikalman++){ | |
3005 | AliRelAlignerKalman * kalman = (AliRelAlignerKalman *) array->UncheckedAt(ikalman); | |
3006 | if (!kalman) continue; | |
3007 | if (TMath::Abs(kalman->GetTPCvdCorr()-1)>maxvd) continue; | |
3008 | if (kalman->GetNUpdates()<minStat) continue; | |
3009 | if (kalman->GetNUpdates()/kalman->GetNTracks()<minFraction) continue; | |
3010 | kalman->GetState(state); | |
3011 | for (Int_t ipar=0; ipar<9; ipar++) | |
3012 | (*valArray[ipar])[naccept]=state[ipar]; | |
3013 | naccept++; | |
3014 | } | |
5647625c | 3015 | //if (naccept<2) return 0; |
3016 | if (naccept<1) return 0; | |
a980538f | 3017 | TMatrixD *pstat=new TMatrixD(9,3); |
3018 | TMatrixD &stat=*pstat; | |
3019 | for (Int_t ipar=0; ipar<9; ipar++){ | |
3020 | stat(ipar,0)=TMath::Mean(naccept, valArray[ipar]->GetMatrixArray()); | |
3021 | stat(ipar,1)=TMath::Median(naccept, valArray[ipar]->GetMatrixArray()); | |
3022 | stat(ipar,2)=TMath::RMS(naccept, valArray[ipar]->GetMatrixArray()); | |
3023 | } | |
3024 | return pstat; | |
3025 | } | |
3026 | ||
3027 | ||
8166d5d7 | 3028 | TObjArray *AliTPCcalibDButil::SmoothRelKalman(TObjArray * const array, const TMatrixD & stat, Bool_t direction, Float_t sigmaCut){ |
a980538f | 3029 | // |
3030 | // Smooth the array of AliRelKalmanAlign - detector alignment and drift calibration) | |
3031 | // Input: | |
3032 | // array - input array | |
3033 | // stat - mean parameters statistic | |
3034 | // direction - | |
3035 | // sigmaCut - maximal allowed deviation from mean in terms of RMS | |
3036 | if (!array) return 0; | |
3037 | if (array->GetEntries()<=0) return 0; | |
32100b1d | 3038 | if (!(&stat)) return 0; |
cc65e4f5 | 3039 | // error increase in 1 hour |
3040 | const Double_t kerrsTime[9]={ | |
3041 | 0.00001, 0.00001, 0.00001, | |
3042 | 0.001, 0.001, 0.001, | |
dfb83639 | 3043 | 0.002, 0.01, 0.001}; |
cc65e4f5 | 3044 | // |
3045 | // | |
a980538f | 3046 | Int_t entries = array->GetEntriesFast(); |
3047 | TObjArray *sArray= new TObjArray(entries); | |
3048 | AliRelAlignerKalman * sKalman =0; | |
3049 | TVectorD state(9); | |
3050 | for (Int_t i=0; i<entries; i++){ | |
3051 | Int_t index=(direction)? entries-i-1:i; | |
3052 | AliRelAlignerKalman * kalman = (AliRelAlignerKalman *) array->UncheckedAt(index); | |
3053 | if (!kalman) continue; | |
3054 | Bool_t isOK=kTRUE; | |
3055 | kalman->GetState(state); | |
3056 | for (Int_t ipar=0; ipar<9; ipar++){ | |
3057 | if (TMath::Abs(state[ipar]-stat(ipar,1))>sigmaCut*stat(ipar,2)) isOK=kFALSE; | |
3058 | } | |
3059 | if (!sKalman &&isOK) { | |
3060 | sKalman=new AliRelAlignerKalman(*kalman); | |
3061 | sKalman->SetRejectOutliers(kFALSE); | |
3062 | sKalman->SetRunNumber(kalman->GetRunNumber()); | |
3063 | sKalman->SetTimeStamp(kalman->GetTimeStamp()); | |
3064 | } | |
3065 | if (!sKalman) continue; | |
3066 | Double_t deltaT=TMath::Abs(Int_t(kalman->GetTimeStamp())-Int_t(sKalman->GetTimeStamp()))/3600.; | |
cc65e4f5 | 3067 | for (Int_t ipar=0; ipar<9; ipar++){ |
3068 | // (*(sKalman->GetStateCov()))(6,6)+=deltaT*errvd*errvd; | |
3069 | // (*(sKalman->GetStateCov()))(7,7)+=deltaT*errt0*errt0; | |
3070 | // (*(sKalman->GetStateCov()))(8,8)+=deltaT*errvy*errvy; | |
3071 | (*(sKalman->GetStateCov()))(ipar,ipar)+=deltaT*kerrsTime[ipar]*kerrsTime[ipar]; | |
3072 | } | |
a980538f | 3073 | sKalman->SetRunNumber(kalman->GetRunNumber()); |
3074 | if (!isOK) sKalman->SetRunNumber(0); | |
3075 | sArray->AddAt(new AliRelAlignerKalman(*sKalman),index); | |
3076 | if (!isOK) continue; | |
3077 | sKalman->SetRejectOutliers(kFALSE); | |
3078 | sKalman->SetRunNumber(kalman->GetRunNumber()); | |
3079 | sKalman->SetTimeStamp(kalman->GetTimeStamp()); | |
3080 | sKalman->Merge(kalman); | |
3081 | sArray->AddAt(new AliRelAlignerKalman(*sKalman),index); | |
3082 | //sKalman->Print(); | |
3083 | } | |
3084 | return sArray; | |
3085 | } | |
3086 | ||
8166d5d7 | 3087 | TObjArray *AliTPCcalibDButil::SmoothRelKalman(TObjArray * const arrayP, TObjArray * const arrayM){ |
cc65e4f5 | 3088 | // |
3089 | // Merge 2 RelKalman arrays | |
3090 | // Input: | |
3091 | // arrayP - rel kalman in direction plus | |
3092 | // arrayM - rel kalman in direction minus | |
3093 | if (!arrayP) return 0; | |
3094 | if (arrayP->GetEntries()<=0) return 0; | |
3095 | if (!arrayM) return 0; | |
3096 | if (arrayM->GetEntries()<=0) return 0; | |
3a4b0aed | 3097 | |
cc65e4f5 | 3098 | Int_t entries = arrayP->GetEntriesFast(); |
3099 | TObjArray *array = new TObjArray(arrayP->GetEntriesFast()); | |
3a4b0aed | 3100 | |
cc65e4f5 | 3101 | for (Int_t i=0; i<entries; i++){ |
3102 | AliRelAlignerKalman * kalmanP = (AliRelAlignerKalman *) arrayP->UncheckedAt(i); | |
3103 | AliRelAlignerKalman * kalmanM = (AliRelAlignerKalman *) arrayM->UncheckedAt(i); | |
3104 | if (!kalmanP) continue; | |
3105 | if (!kalmanM) continue; | |
3a4b0aed | 3106 | |
3107 | AliRelAlignerKalman *kalman = NULL; | |
3108 | if(kalmanP->GetRunNumber() != 0 && kalmanM->GetRunNumber() != 0) { | |
3109 | kalman = new AliRelAlignerKalman(*kalmanP); | |
3110 | kalman->Merge(kalmanM); | |
3111 | } | |
3112 | else if (kalmanP->GetRunNumber() == 0) { | |
3113 | kalman = new AliRelAlignerKalman(*kalmanM); | |
3114 | } | |
3115 | else if (kalmanM->GetRunNumber() == 0) { | |
3116 | kalman = new AliRelAlignerKalman(*kalmanP); | |
3117 | } | |
3118 | else | |
3119 | continue; | |
3120 | ||
cc65e4f5 | 3121 | array->AddAt(kalman,i); |
3122 | } | |
3a4b0aed | 3123 | |
cc65e4f5 | 3124 | return array; |
3125 | } |