CMS 3D CMS Logo

/data/refman/pasoursint/CMSSW_4_1_8_patch9/src/DQMServices/Core/interface/QTest.h

Go to the documentation of this file.
00001 #ifndef DQMSERVICES_CORE_Q_CRITERION_H
00002 # define DQMSERVICES_CORE_Q_CRITERION_H
00003 
00004 # include "DQMServices/Core/interface/MonitorElement.h"
00005 # include "TProfile2D.h"
00006 # include "TProfile.h"
00007 # include "TH2F.h"
00008 # include "TH1F.h"
00009 # include <sstream>
00010 # include <string>
00011 # include <map>
00012 
00013 //#include "DQMServices/Core/interface/DQMStore.h"
00014 
00015 class Comp2RefChi2;                     typedef Comp2RefChi2 Comp2RefChi2ROOT;
00016 class Comp2RefKolmogorov;               typedef Comp2RefKolmogorov Comp2RefKolmogorovROOT;
00017 class Comp2RefEqualH;                   typedef Comp2RefEqualH Comp2RefEqualHROOT;
00018 class ContentsXRange;                   typedef ContentsXRange ContentsXRangeROOT;
00019 class ContentsYRange;                   typedef ContentsYRange ContentsYRangeROOT;
00020 class NoisyChannel;                     typedef NoisyChannel NoisyChannelROOT;
00021 class DeadChannel;                      typedef DeadChannel DeadChannelROOT;
00022 class ContentsWithinExpected;           typedef ContentsWithinExpected ContentsWithinExpectedROOT;
00023 class MeanWithinExpected;               typedef MeanWithinExpected MeanWithinExpectedROOT;
00024 //class AllContentWithinFixedRange;     typedef AllContentWithinFixedRange RuleAllContentWithinFixedRange; typedef AllContentWithinFixedRange AllContentWithinFixedRangeROOT;
00025 //class AllContentWithinFloatingRange;  typedef AllContentWithinFloatingRange RuleAllContentWithinFloatingRange;        typedef AllContentWithinFloatingRange AllContentWithinFloatingRangeROOT;
00026 class FlatOccupancy1d;                  typedef FlatOccupancy1d RuleFlatOccupancy1d; typedef FlatOccupancy1d FlatOccupancy1dROOT;
00027 class FixedFlatOccupancy1d;             typedef FixedFlatOccupancy1d RuleFixedFlatOccupancy1d; typedef FixedFlatOccupancy1d FixedFlatOccupancy1dROOT;
00028 class CSC01;                            typedef CSC01 RuleCSC01; typedef CSC01 CSC01ROOT;
00029 class AllContentAlongDiagonal;          typedef AllContentAlongDiagonal RuleAllContentAlongDiagonal; typedef AllContentAlongDiagonal AllContentAlongDiagonalROOT;
00030 class CompareToMedian;                        typedef CompareToMedian CompareToMedianROOT;
00031 
00044 class QCriterion
00045 {
00047 
00048 public:
00049 
00051   int getStatus(void) const             { return status_; }
00053   std::string getMessage(void) const    { return message_; }
00055   std::string getName(void) const       { return qtname_; }
00057   std::string algoName(void) const      { return algoName_; }
00059   void setWarningProb(float prob)       { warningProb_ = prob; }
00060   void setErrorProb(float prob)         { errorProb_ = prob; }
00063   virtual std::vector<DQMChannel> getBadChannels(void) const
00064                                         { return std::vector<DQMChannel>(); }
00065 
00066 protected:
00067   QCriterion(std::string qtname)        { qtname_ = qtname; init(); }
00069   void init(void);
00070 
00071   virtual ~QCriterion(void)             {}
00072 
00073   virtual float runTest(const MonitorElement *me);
00075   void setAlgoName(std::string name)    { algoName_ = name; }
00076 
00077   float runTest(const MonitorElement *me, QReport &qr, DQMNet::QValue &qv)   {
00078       assert(qr.qcriterion_ == this);
00079       assert(qv.qtname == qtname_);
00080 
00081       prob_ = runTest(me); // this runTest goes to SimpleTest derivates
00082 
00083       if (prob_ < errorProb_) status_ = dqm::qstatus::ERROR;
00084       else if (prob_ < warningProb_) status_ = dqm::qstatus::WARNING;
00085       else status_ = dqm::qstatus::STATUS_OK;
00086 
00087       setMessage(); // this goes to SimpleTest derivates
00088      
00089       if (verbose_==2) std::cout << " Message = " << message_ << std::endl;
00090       if (verbose_==2) std::cout << " Name = " << qtname_ << 
00091               " / Algorithm = " << algoName_ << 
00092               " / Status = " << status_ << 
00093               " / Prob = " << prob_ << std::endl;
00094 
00095       qv.code = status_;
00096       qv.message = message_;
00097       qv.qtname = qtname_;
00098       qv.algorithm = algoName_;
00099       qv.qtresult = prob_;
00100       qr.badChannels_ = getBadChannels();
00101 
00102       return prob_;
00103     }
00104 
00106   virtual void setMessage(void) = 0;
00107 
00108   std::string qtname_;  
00109   std::string algoName_;  
00110   float prob_;
00111   int status_;  
00112   std::string message_;  
00113   float warningProb_, errorProb_;  
00114   void setVerbose(int verbose)          { verbose_ = verbose; }
00115   int verbose_;  
00116 
00117 private:
00119   static const float WARNING_PROB_THRESHOLD;
00120   static const float ERROR_PROB_THRESHOLD;
00121 
00123   friend class DQMStore;
00125   friend class MonitorElement;
00126 };
00127 
00131 
00132 class SimpleTest : public QCriterion
00133 {
00134 public:
00135   SimpleTest(const std::string &name, bool keepBadChannels = false) : QCriterion(name),
00136   minEntries_ (0),
00137   keepBadChannels_ (keepBadChannels) 
00138   {}
00139 
00141   void setMinimumEntries(unsigned n) { minEntries_ = n; }
00143   virtual std::vector<DQMChannel> getBadChannels(void) const
00144   { 
00145     return keepBadChannels_ ? badChannels_ : QCriterion::getBadChannels(); 
00146   }
00147 
00148 protected:
00149 
00151   virtual void setMessage(void) 
00152   {
00153     message_.clear();
00154   }
00155 
00156   unsigned minEntries_;  //< minimum # of entries needed
00157   std::vector<DQMChannel> badChannels_;
00158   bool keepBadChannels_;
00159  };
00160 
00161 
00162 //===============================================================//
00163 //========= Classes for particular QUALITY TESTS ================//
00164 //===============================================================//
00165 
00166 //===================== Comp2RefEqualH ===================//
00167 //== Algorithm for comparing equality of histograms ==//
00168 class Comp2RefEqualH : public SimpleTest
00169 {
00170 public:
00171   Comp2RefEqualH(const std::string &name) : SimpleTest(name,true)
00172   { 
00173     setAlgoName( getAlgoName() ); 
00174   }
00175   static std::string getAlgoName(void) { return "Comp2RefEqualH"; }
00176   float runTest(const MonitorElement*me);
00177 };
00178 
00179 //===================== Comp2RefChi2 ===================//
00180 // comparison to reference using the  chi^2 algorithm
00181 class Comp2RefChi2 : public SimpleTest
00182 {
00183 public:
00184   Comp2RefChi2(const std::string &name) :SimpleTest(name)
00185   { 
00186     setAlgoName(getAlgoName()); 
00187   }
00188   static std::string getAlgoName(void) { return "Comp2RefChi2"; }
00189   float runTest(const MonitorElement*me);
00190   
00191 protected:
00192 
00193   void setMessage(void) 
00194   {
00195     std::ostringstream message;
00196     message << "chi2/Ndof = " << chi2_ << "/" << Ndof_
00197             << ", minimum needed statistics = " << minEntries_
00198             << " warning threshold = " << this->warningProb_
00199             << " error threshold = " << this->errorProb_;
00200     message_ = message.str();
00201   }
00202 
00203   // # of degrees of freedom and chi^2 for test
00204   int Ndof_; double chi2_;
00205 };
00206 
00207 //===================== Comp2RefKolmogorov ===================//
00209 class Comp2RefKolmogorov : public SimpleTest
00210 {
00211 public:
00212   Comp2RefKolmogorov(const std::string &name) : SimpleTest(name)
00213   { 
00214     setAlgoName(getAlgoName()); 
00215   }
00216   static std::string getAlgoName(void) { return "Comp2RefKolmogorov"; }
00217 
00218   float runTest(const MonitorElement *me);
00219 };
00220 
00221 //==================== ContentsXRange =========================//
00222 //== Check that histogram contents are between [Xmin, Xmax] ==//
00223 class ContentsXRange : public SimpleTest
00224 {
00225 public:
00226   ContentsXRange(const std::string &name) : SimpleTest(name)
00227   {
00228     rangeInitialized_ = false;
00229     setAlgoName(getAlgoName());
00230   }
00231   static std::string getAlgoName(void) { return "ContentsXRange"; }
00232   float runTest(const MonitorElement *me) ;
00233 
00235   virtual void setAllowedXRange(double xmin, double xmax)
00236   { 
00237     xmin_ = xmin; xmax_ = xmax; 
00238     rangeInitialized_ = true; 
00239   }
00240 
00241 protected: 
00242   double xmin_;double xmax_;
00243   bool rangeInitialized_;
00244 };
00245 
00246 //==================== ContentsYRange =========================//
00247 //== Check that histogram contents are between [Ymin, Ymax] ==//
00248 class ContentsYRange : public SimpleTest
00249 {
00250 public:
00251   ContentsYRange(const std::string &name) : SimpleTest(name,true)
00252   {
00253    rangeInitialized_ = false;
00254    setAlgoName(getAlgoName());
00255   }
00256   static std::string getAlgoName(void) { return "ContentsYRange"; }
00257   float runTest(const MonitorElement *me);
00258 
00259   void setUseEmptyBins(unsigned int useEmptyBins) { useEmptyBins_ = useEmptyBins; }
00260   virtual void setAllowedYRange(double ymin, double ymax)
00261   { 
00262     ymin_ = ymin; ymax_ = ymax; 
00263     rangeInitialized_ = true; 
00264   }
00265 
00266 protected:
00267   double ymin_; double ymax_;
00268   bool rangeInitialized_;
00269   unsigned int useEmptyBins_;
00270 
00271 };
00272 
00273 //============================== DeadChannel =================================//
00275 class DeadChannel : public SimpleTest
00276 {
00277 public:
00278   DeadChannel(const std::string &name) : SimpleTest(name,true)
00279   {
00280    rangeInitialized_ = false;
00281    setAlgoName(getAlgoName());
00282   }
00283   static std::string getAlgoName(void) { return "DeadChannel"; }
00284   float runTest(const MonitorElement *me);
00285 
00287   void setThreshold(double ymin)
00288   { 
00289     ymin_ = ymin;  
00290     rangeInitialized_ = true; 
00291   } 
00292 
00293 protected:
00294   double ymin_;
00295   bool rangeInitialized_;
00296 };
00297 
00298 
00299 //==================== NoisyChannel =========================//
00301 class NoisyChannel : public SimpleTest
00302 {
00303 public:
00304   NoisyChannel(const std::string &name) : SimpleTest(name,true)
00305   {
00306     rangeInitialized_ = false;
00307     numNeighbors_ = 1;
00308     setAlgoName(getAlgoName());
00309   }
00310   static std::string getAlgoName(void) { return "NoisyChannel"; }
00311   float runTest(const MonitorElement*me);
00312 
00320   void setNumNeighbors(unsigned n) { if (n > 0) numNeighbors_ = n; }
00321 
00326   void setTolerance(float percentage)
00327   {
00328     if (percentage >=0)
00329     {
00330       tolerance_ = percentage;
00331       rangeInitialized_ = true;
00332     }
00333   }
00334 
00335 protected:
00338   double getAverage(int bin, const TH1 *h) const;
00339 
00340   float tolerance_;        /*< tolerance for considering a channel noisy */
00341   unsigned numNeighbors_;  /*< # of neighboring channels for calculating average to be used
00342                              for comparison with channel under consideration */
00343   bool rangeInitialized_;  /*< init-flag for tolerance */
00344 };
00345 
00346 //==================== ContentsWithinExpected  =========================//
00347 // Check that every TH2 channel has mean, RMS within allowed range.
00348 class ContentsWithinExpected : public SimpleTest
00349 {
00350 public:
00351   ContentsWithinExpected(const std::string &name) : SimpleTest(name,true)
00352   {
00353     checkMean_ = checkRMS_ = false;
00354     minMean_ = maxMean_ = minRMS_ = maxRMS_ = 0.0;
00355     checkMeanTolerance_ = false;
00356     toleranceMean_ = -1.0;
00357     setAlgoName(getAlgoName());
00358   }
00359   static std::string getAlgoName(void) { return "ContentsWithinExpected"; }
00360   float runTest(const MonitorElement *me);
00361 
00362   void setUseEmptyBins(unsigned int useEmptyBins) { 
00363     useEmptyBins_ = useEmptyBins; 
00364   }
00365   void setMeanRange(double xmin, double xmax);
00366   void setRMSRange(double xmin, double xmax);
00367 
00369   void setMeanTolerance(float fracTolerance)
00370   {
00371     if (fracTolerance >= 0.0)
00372     {
00373       toleranceMean_ = fracTolerance;
00374       checkMeanTolerance_ = true;
00375     }
00376   }
00377 
00378 protected:
00379   bool checkMean_;          //< if true, check the mean value
00380   bool checkRMS_;           //< if true, check the RMS value
00381   bool checkMeanTolerance_; //< if true, check mean tolerance
00382   float toleranceMean_;     //< fractional tolerance on mean (use only if checkMeanTolerance_ = true)
00383   float minMean_, maxMean_; //< allowed range for mean (use only if checkMean_ = true)
00384   float minRMS_, maxRMS_;   //< allowed range for mean (use only if checkRMS_ = true)
00385   unsigned int useEmptyBins_;
00386 
00387 };
00388 
00389 //==================== MeanWithinExpected  =========================//
00391 class MeanWithinExpected : public SimpleTest
00392 {
00393 public:
00394   MeanWithinExpected(const std::string &name) : SimpleTest(name)
00395   {
00396     setAlgoName(getAlgoName());
00397   }
00398   static std::string getAlgoName(void) { return "MeanWithinExpected"; }
00399   float runTest(const MonitorElement*me);
00400 
00401   void setExpectedMean(double mean) { expMean_ = mean; }
00402   void useRange(double xmin, double xmax);
00403   void useSigma(double expectedSigma);
00404   void useRMS(void) ;
00405 
00406 protected:
00407   bool useRMS_;       //< if true, will use RMS of distribution
00408   bool useSigma_;     //< if true, will use expected_sigma
00409   bool useRange_;     //< if true, will use allowed range
00410   double sigma_;       //< sigma to be used in probability calculation (use only if useSigma_ = true)
00411   double expMean_;     //< expected mean value (used only if useSigma_ = true or useRMS_ = true)
00412   double xmin_, xmax_; //< allowed range for mean (use only if useRange_ = true)
00413 
00414 };
00415 
00416 //==================== AllContentWithinFixedRange   =========================//
00417 /*class AllContentWithinFixedRange : public SimpleTest
00418 {
00419 public:
00420   AllContentWithinFixedRange(const std::string &name) : SimpleTest(name)
00421   { 
00422     setAlgoName(getAlgoName()); 
00423   }
00424   static std::string getAlgoName(void) { return "RuleAllContentWithinFixedRange"; }
00425   float runTest(const MonitorElement *me);
00426 
00427   void set_x_min(double x)             { x_min  = x; }
00428   void set_x_max(double x)             { x_max  = x; }
00429   void set_epsilon_max(double epsilon) { epsilon_max = epsilon; }
00430   void set_S_fail(double S)            { S_fail = S; }
00431   void set_S_pass(double S)            { S_pass = S; }
00432   double get_epsilon_obs(void)         { return epsilon_obs; }
00433   double get_S_fail_obs(void)          { return S_fail_obs;  }
00434   double get_S_pass_obs(void)          { return S_pass_obs;  }
00435   int get_result(void)                 { return result; }
00436 
00437 protected:
00438   TH1F *histogram ; //define Test histo
00439   double x_min, x_max;
00440   double epsilon_max;
00441   double S_fail, S_pass;
00442   double epsilon_obs;
00443   double S_fail_obs, S_pass_obs;
00444   int result;
00445 };
00446 */
00447 //==================== AllContentWithinFloatingRange  =========================//
00448 /*class AllContentWithinFloatingRange : public SimpleTest
00449 {
00450 public:
00451   AllContentWithinFloatingRange(const std::string &name) : SimpleTest(name)
00452   { 
00453     setAlgoName(getAlgoName()); 
00454   }
00455   static std::string getAlgoName(void) { return "RuleAllContentWithinFloatingRange"; }
00456 
00457   void set_Nrange(int N)               { Nrange = N; }
00458   void set_epsilon_max(double epsilon) { epsilon_max = epsilon; }
00459   void set_S_fail(double S)            { S_fail = S; }
00460   void set_S_pass(double S)            { S_pass = S; }
00461   double get_epsilon_obs(void)         { return epsilon_obs; }
00462   double get_S_fail_obs(void)          { return S_fail_obs;  }
00463   double get_S_pass_obs(void)          { return S_pass_obs;  }
00464   int get_result(void)                 { return result; }
00465 
00466   float runTest(const MonitorElement *me );
00467 
00468 protected:
00469   TH1F *histogram ; //define Test histo
00470   int Nrange;
00471   double epsilon_max;
00472   double S_fail, S_pass;
00473   double epsilon_obs;
00474   double S_fail_obs, S_pass_obs;
00475   int result;
00476 };*/
00477 
00478 //==================== FlatOccupancy1d   =========================//
00479 #if 0 // FIXME: need to know what parameters to set before runTest!
00480 class FlatOccupancy1d : public SimpleTest
00481 {
00482 public:
00483   FlatOccupancy1d(const std::string &name) : SimpleTest(name)
00484   {
00485     Nbins = 0;
00486     FailedBins[0] = 0;
00487     FailedBins[1] = 0;
00488     setAlgoName(getAlgoName());
00489   }
00490 
00491   ~FlatOccupancy1d(void)
00492   {
00493     delete [] FailedBins[0];
00494     delete [] FailedBins[1];
00495   }
00496 
00497   static std::string getAlgoName(void) { return "RuleFlatOccupancy1d"; }
00498 
00499   void set_ExclusionMask(double *mask) { ExclusionMask = mask; }
00500   void set_epsilon_min(double epsilon) { epsilon_min = epsilon; }
00501   void set_epsilon_max(double epsilon) { epsilon_max = epsilon; }
00502   void set_S_fail(double S)            { S_fail = S; }
00503   void set_S_pass(double S)            { S_pass = S; }
00504   double get_FailedBins(void)          { return *FailedBins[2]; } // FIXME: WRONG! OFF BY ONE!?
00505   int get_result()                     { return result; }
00506 
00507   float runTest(const MonitorElement*me);
00508 
00509 protected:
00510   double *ExclusionMask;
00511   double epsilon_min, epsilon_max;
00512   double S_fail, S_pass;
00513   double *FailedBins[2];
00514   int    Nbins;
00515   int    result;
00516 };
00517 #endif
00518 
00519 //==================== FixedFlatOccupancy1d   =========================//
00520 class FixedFlatOccupancy1d : public SimpleTest
00521 {
00522 public:
00523   FixedFlatOccupancy1d(const std::string &name) : SimpleTest(name)
00524   {
00525     Nbins = 0;
00526     FailedBins[0] = 0;
00527     FailedBins[1] = 0;
00528     setAlgoName(getAlgoName());
00529   }
00530 
00531   ~FixedFlatOccupancy1d(void)
00532   {
00533     if( Nbins > 0 )
00534     {
00535       delete [] FailedBins[0];
00536       delete [] FailedBins[1];
00537     }
00538   }
00539 
00540   static std::string getAlgoName(void) { return "RuleFixedFlatOccupancy1d"; }
00541 
00542   void set_Occupancy(double level)     { b = level; }
00543   void set_ExclusionMask(double *mask) { ExclusionMask = mask; }
00544   void set_epsilon_min(double epsilon) { epsilon_min = epsilon; }
00545   void set_epsilon_max(double epsilon) { epsilon_max = epsilon; }
00546   void set_S_fail(double S)            { S_fail = S; }
00547   void set_S_pass(double S)            { S_pass = S; }
00548   double get_FailedBins(void)          { return *FailedBins[2]; } // FIXME: WRONG! OFF BY ONE!?
00549   int get_result()                     { return result; }
00550 
00551   float runTest(const MonitorElement*me);
00552 
00553 protected:
00554   double b;
00555   double *ExclusionMask;
00556   double epsilon_min, epsilon_max;
00557   double S_fail, S_pass;
00558   double *FailedBins[2];
00559   int    Nbins;
00560   int    result;
00561 };
00562 
00563 //==================== CSC01   =========================//
00564 class CSC01 : public SimpleTest
00565 {
00566 public:
00567   CSC01(const std::string &name) : SimpleTest(name)
00568   { 
00569     setAlgoName(getAlgoName()); 
00570   }
00571   static std::string getAlgoName(void) { return "RuleCSC01"; }
00572 
00573   void set_epsilon_max(double epsilon) { epsilon_max = epsilon; }
00574   void set_S_fail(double S)            { S_fail = S; }
00575   void set_S_pass(double S)            { S_pass = S; }
00576   double get_epsilon_obs()             { return epsilon_obs; }
00577   double get_S_fail_obs()              { return S_fail_obs;  }
00578   double get_S_pass_obs()              { return S_pass_obs;  }
00579   int get_result()                     { return result; }
00580 
00581   float runTest(const MonitorElement*me);
00582 
00583 protected:
00584   double epsilon_max;
00585   double S_fail, S_pass;
00586   double epsilon_obs;
00587   double S_fail_obs, S_pass_obs;
00588   int result;
00589 };
00590 
00591 //======================== CompareToMedian ====================//
00592 class CompareToMedian : public SimpleTest
00593 {
00594 public:
00595   //Initialize for TProfile, colRings
00596   CompareToMedian(const std::string &name) : SimpleTest(name,true){
00597     this->_min = 0.2;
00598     this->_max = 3.0;
00599     this->_emptyBins = 0;
00600     this->_maxMed = 10;
00601     this->_minMed = 0;
00602     this->nBins = 0;
00603     this->_statCut = 0;
00604     reset();
00605     setAlgoName( getAlgoName() );
00606   };
00607 
00608   ~CompareToMedian(){};
00609 
00610   static std::string getAlgoName(void) { return "CompareToMedian"; }
00611 
00612   float runTest(const MonitorElement *me);
00613   void setMin(float min){_min = min;};
00614   void setMax(float max){_max = max;};
00615   void setEmptyBins(int eB){eB > 0 ? _emptyBins = 1 : _emptyBins = 0;};
00616   void setMaxMedian(float max){_maxMed = max;};
00617   void setMinMedian(float min){_minMed = min;};
00618   void setStatCut(float cut){_statCut = (cut > 0) ? cut : 0;};
00619 
00620 protected :
00621   void setMessage(void){
00622     std::ostringstream message;
00623     message << "Test " << qtname_ << " (" << algoName_
00624             << "): Entry fraction within range = " << prob_;
00625     message_ = message.str();
00626   }
00627 
00628 private :
00629   float _min, _max;      //Test values
00630   int _emptyBins;        //use empty bins
00631   float _maxMed,_minMed; //Global max for median&mean
00632   float _statCut;        //Minimal number of non zero entries needed for the quality test 
00633 
00634   int nBinsX, nBinsY; //Dimensions of hystogram
00635 
00636   int nBins; //Number of (non empty) bins
00637 
00638   //Vector contain bin values
00639   std::vector<float> binValues;
00640 
00641   void reset(){binValues.clear();};
00642 
00643 };
00644 
00645 //==================== AllContentAlongDiagonal   =========================//
00646 #if 0 // FIXME: need to know what parameters to set before runTest!
00647 class AllContentAlongDiagonal : public SimpleTest
00648 
00649 public:
00650   AllContentAlongDiagonal(const std::string &name) : SimpleTest(name)
00651   { 
00652     setAlgoName(getAlgoName()); 
00653   }
00654   static std::string getAlgoName(void) { return "RuleAllContentAlongDiagonal"; }
00655 
00656   void set_epsilon_max(double epsilon) { epsilon_max = epsilon; }
00657   void set_S_fail(double S)            { S_fail = S; }
00658   void set_S_pass(double S)            { S_pass = S; } 
00659   double get_epsilon_obs()             { return epsilon_obs; }
00660   double get_S_fail_obs()              { return S_fail_obs;  }
00661   double get_S_pass_obs()              { return S_pass_obs;  }
00662   int get_result()                     { return result; }
00663 
00664   //public:
00665   //using SimpleTest::runTest;
00666   float runTest(const MonitorElement*me); 
00667 
00668 protected:
00669   double epsilon_max;
00670   double S_fail, S_pass;
00671   double epsilon_obs;
00672   double S_fail_obs, S_pass_obs;
00673   int result;
00674 };
00675 #endif
00676 
00677 #endif // DQMSERVICES_CORE_Q_CRITERION_H