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|
#ifndef DQMSERVICES_CORE_Q_CRITERION_H
#define DQMSERVICES_CORE_Q_CRITERION_H
#include "DQMServices/Core/interface/MonitorElement.h"
#include "TProfile2D.h"
#include "TProfile.h"
#include "TH2F.h"
#include "TH1F.h"
#include <sstream>
#include <string>
#include <map>
#include <utility>
//#include "DQMServices/Core/interface/DQMStore.h"
using DQMChannel = MonitorElementData::QReport::DQMChannel;
using QReport = MonitorElementData::QReport;
/** Base class for quality tests run on Monitoring Elements;
Currently supporting the following tests:
- Comparison to reference (Chi2, Kolmogorov)
- Contents within [Xmin, Xmax]
- Contents within [Ymin, Ymax]
- Identical contents
- Mean value within expected value
- Check for dead or noisy channels
- Check that mean, RMS of bins are within allowed range
(support for 2D histograms, 1D, 2D profiles) */
class QCriterion {
/// (class should be created by DQMStore class)
public:
typedef dqm::legacy::MonitorElement MonitorElement;
/// get test status
int getStatus() const { return status_; }
/// get message attached to test
std::string getMessage() const { return message_; }
/// get name of quality test
std::string getName() const { return qtname_; }
/// get algorithm name
std::string algoName() const { return algoName_; }
/// set probability limit for warning and error (default: 90% and 50%)
void setWarningProb(float prob) { warningProb_ = prob; }
void setErrorProb(float prob) { errorProb_ = prob; }
/// get vector of channels that failed test
/// (not relevant for all quality tests!)
virtual std::vector<DQMChannel> getBadChannels() const { return std::vector<DQMChannel>(); }
QCriterion(std::string qtname) {
qtname_ = std::move(qtname);
init();
}
/// initialize values
void init();
virtual ~QCriterion() = default;
/// default "probability" values for setting warnings & errors when running tests
static const float WARNING_PROB_THRESHOLD;
static const float ERROR_PROB_THRESHOLD;
float runTest(const MonitorElement *me, QReport &qr, DQMNet::QValue &qv) {
assert(qv.qtname == qtname_);
prob_ = runTest(me); // this runTest goes to SimpleTest derivates
if (prob_ < errorProb_)
status_ = dqm::qstatus::ERROR;
else if (prob_ < warningProb_)
status_ = dqm::qstatus::WARNING;
else
status_ = dqm::qstatus::STATUS_OK;
setMessage(); // this goes to SimpleTest derivates
if (verbose_ == 2)
std::cout << " Message = " << message_ << std::endl;
if (verbose_ == 2)
std::cout << " Name = " << qtname_ << " / Algorithm = " << algoName_ << " / Status = " << status_
<< " / Prob = " << prob_ << std::endl;
qv.code = status_;
qv.message = message_;
qv.qtname = qtname_;
qv.algorithm = algoName_;
qv.qtresult = prob_;
qr.setBadChannels(getBadChannels());
return prob_;
}
protected:
/// set algorithm name
void setAlgoName(std::string name) { algoName_ = std::move(name); }
virtual float runTest(const MonitorElement *me);
/// set message after test has run
virtual void setMessage() = 0;
std::string qtname_; /// name of quality test
std::string algoName_; /// name of algorithm
float prob_;
int status_; /// quality test status
std::string message_; /// message attached to test
float warningProb_, errorProb_; /// probability limits for warnings, errors
void setVerbose(int verbose) { verbose_ = verbose; }
int verbose_;
private:
/// for running the test
friend class dqm::legacy::MonitorElement;
friend class dqm::impl::MonitorElement;
};
//////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////
class SimpleTest : public QCriterion {
public:
SimpleTest(const std::string &name, bool keepBadChannels = false)
: QCriterion(name), minEntries_(0), keepBadChannels_(keepBadChannels) {}
/// set minimum # of entries needed
void setMinimumEntries(unsigned n) { minEntries_ = n; }
/// get vector of channels that failed test (not always relevant!)
std::vector<DQMChannel> getBadChannels() const override {
return keepBadChannels_ ? badChannels_ : QCriterion::getBadChannels();
}
protected:
/// set status & message after test has run
void setMessage() override { message_.clear(); }
unsigned minEntries_; //< minimum # of entries needed
std::vector<DQMChannel> badChannels_;
bool keepBadChannels_;
};
//===============================================================//
//========= Classes for particular QUALITY TESTS ================//
//===============================================================//
//==================== ContentsXRange =========================//
//== Check that histogram contents are between [Xmin, Xmax] ==//
class ContentsXRange : public SimpleTest {
public:
ContentsXRange(const std::string &name) : SimpleTest(name) {
rangeInitialized_ = false;
setAlgoName(getAlgoName());
}
static std::string getAlgoName() { return "ContentsXRange"; }
float runTest(const MonitorElement *me) override;
/// set allowed range in X-axis (default values: histogram's X-range)
virtual void setAllowedXRange(double xmin, double xmax) {
xmin_ = xmin;
xmax_ = xmax;
rangeInitialized_ = true;
}
protected:
double xmin_;
double xmax_;
bool rangeInitialized_;
};
//==================== ContentsYRange =========================//
//== Check that histogram contents are between [Ymin, Ymax] ==//
class ContentsYRange : public SimpleTest {
public:
ContentsYRange(const std::string &name) : SimpleTest(name, true) {
rangeInitialized_ = false;
setAlgoName(getAlgoName());
}
static std::string getAlgoName() { return "ContentsYRange"; }
float runTest(const MonitorElement *me) override;
void setUseEmptyBins(unsigned int useEmptyBins) { useEmptyBins_ = useEmptyBins; }
virtual void setAllowedYRange(double ymin, double ymax) {
ymin_ = ymin;
ymax_ = ymax;
rangeInitialized_ = true;
}
protected:
double ymin_;
double ymax_;
bool rangeInitialized_;
unsigned int useEmptyBins_;
};
//============================== DeadChannel =================================//
/// test that histogram contents are above Ymin
class DeadChannel : public SimpleTest {
public:
DeadChannel(const std::string &name) : SimpleTest(name, true) {
rangeInitialized_ = false;
setAlgoName(getAlgoName());
}
static std::string getAlgoName() { return "DeadChannel"; }
float runTest(const MonitorElement *me) override;
/// set Ymin (inclusive) threshold for "dead" channel (default: 0)
void setThreshold(double ymin) {
ymin_ = ymin;
rangeInitialized_ = true;
} /// ymin - threshold
protected:
double ymin_;
bool rangeInitialized_;
};
//==================== NoisyChannel =========================//
/// Check if any channels are noisy compared to neighboring ones.
class NoisyChannel : public SimpleTest {
public:
NoisyChannel(const std::string &name) : SimpleTest(name, true) {
rangeInitialized_ = false;
numNeighbors_ = 1;
setAlgoName(getAlgoName());
}
static std::string getAlgoName() { return "NoisyChannel"; }
float runTest(const MonitorElement *me) override;
/// set # of neighboring channels for calculating average to be used
/// for comparison with channel under consideration;
/// use 1 for considering bin+1 and bin-1 (default),
/// use 2 for considering bin+1,bin-1, bin+2,bin-2, etc;
/// Will use rollover when bin+i or bin-i is beyond histogram limits (e.g.
/// for histogram with N bins, bin N+1 corresponds to bin 1,
/// and bin -1 corresponds to bin N)
void setNumNeighbors(unsigned n) {
if (n > 0)
numNeighbors_ = n;
}
/// set (percentage) tolerance for considering a channel noisy;
/// eg. if tolerance = 20%, a channel will be noisy
/// if (contents-average)/|average| > 20%; average is calculated from
/// neighboring channels (also see method setNumNeighbors)
void setTolerance(float percentage) {
if (percentage >= 0) {
tolerance_ = percentage;
rangeInitialized_ = true;
}
}
protected:
/// get average for bin under consideration
/// (see description of method setNumNeighbors)
double getAverage(int bin, const TH1 *h) const;
double getAverage2D(int binX, int binY, const TH2 *h) const;
float tolerance_; /*< tolerance for considering a channel noisy */
unsigned numNeighbors_; /*< # of neighboring channels for calculating average to be used
for comparison with channel under consideration */
bool rangeInitialized_; /*< init-flag for tolerance */
};
//===============ContentSigma (Emma Yeager and Chad Freer)=====================//
/// Check the sigma of each bin against the rest of the chamber by a factor of tolerance/
class ContentSigma : public SimpleTest {
public:
ContentSigma(const std::string &name) : SimpleTest(name, true) {
rangeInitialized_ = false;
numXblocks_ = 1;
numYblocks_ = 1;
numNeighborsX_ = 1;
numNeighborsY_ = 1;
setAlgoName(getAlgoName());
}
static std::string getAlgoName() { return "ContentSigma"; }
float runTest(const MonitorElement *me) override;
/// set # of neighboring channels for calculating average to be used
/// for comparison with channel under consideration;
/// use 1 for considering bin+1 and bin-1 (default),
/// use 2 for considering bin+1,bin-1, bin+2,bin-2, etc;
/// Will use rollover when bin+i or bin-i is beyond histogram limits (e.g.
/// for histogram with N bins, bin N+1 corresponds to bin 1,
/// and bin -1 corresponds to bin N)
void setNumXblocks(unsigned ncx) {
if (ncx > 0)
numXblocks_ = ncx;
}
void setNumYblocks(unsigned ncy) {
if (ncy > 0)
numYblocks_ = ncy;
}
void setNumNeighborsX(unsigned ncx) {
if (ncx > 0)
numNeighborsX_ = ncx;
}
void setNumNeighborsY(unsigned ncy) {
if (ncy > 0)
numNeighborsY_ = ncy;
}
/// set factor tolerance for considering a channel noisy or dead;
/// eg. if tolerance = 1, channel will be noisy if (content - 1 x sigma) > chamber_avg
/// or channel will be dead if (content - 1 x sigma) < chamber_avg
void setToleranceNoisy(float factorNoisy) {
if (factorNoisy >= 0) {
toleranceNoisy_ = factorNoisy;
rangeInitialized_ = true;
}
}
void setToleranceDead(float factorDead) {
if (factorDead >= 0) {
toleranceDead_ = factorDead;
rangeInitialized_ = true;
}
}
void setNoisy(bool noisy) { noisy_ = noisy; }
void setDead(bool dead) { dead_ = dead; }
void setXMin(unsigned xMin) { xMin_ = xMin; }
void setXMax(unsigned xMax) { xMax_ = xMax; }
void setYMin(unsigned yMin) { yMin_ = yMin; }
void setYMax(unsigned yMax) { yMax_ = yMax; }
protected:
/// for each bin get sum of the surrounding neighbors
// double getNeighborSum(int binX, int binY, unsigned Xblocks, unsigned Yblocks, unsigned neighborsX, unsigned neighborsY, const TH1 *h) const;
double getNeighborSum(unsigned groupx,
unsigned groupy,
unsigned Xblocks,
unsigned Yblocks,
unsigned neighborsX,
unsigned neighborsY,
const TH1 *h) const;
double getNeighborSigma(double average,
unsigned groupx,
unsigned groupy,
unsigned Xblocks,
unsigned Yblocks,
unsigned neighborsX,
unsigned neighborsY,
const TH1 *h) const;
bool noisy_;
bool dead_; /*< declare if test will be checking for noisy channels, dead channels, or both */
float toleranceNoisy_; /*< factor by which sigma is compared for noisy channels */
float toleranceDead_; /*< factor by which sigma is compared for dead channels*/
unsigned numXblocks_;
unsigned numYblocks_;
unsigned numNeighborsX_; /*< # of neighboring channels along x-axis for calculating average to be used
for comparison with channel under consideration */
unsigned numNeighborsY_; /*< # of neighboring channels along y-axis for calculating average to be used
for comparison with channel under consideration */
bool rangeInitialized_; /*< init-flag for tolerance */
unsigned xMin_;
unsigned xMax_;
unsigned yMin_;
unsigned yMax_;
};
//==================== ContentsWithinExpected =========================//
// Check that every TH2 channel has mean, RMS within allowed range.
class ContentsWithinExpected : public SimpleTest {
public:
ContentsWithinExpected(const std::string &name) : SimpleTest(name, true) {
checkMean_ = checkRMS_ = false;
minMean_ = maxMean_ = minRMS_ = maxRMS_ = 0.0;
checkMeanTolerance_ = false;
toleranceMean_ = -1.0;
setAlgoName(getAlgoName());
}
static std::string getAlgoName() { return "ContentsWithinExpected"; }
float runTest(const MonitorElement *me) override;
void setUseEmptyBins(unsigned int useEmptyBins) { useEmptyBins_ = useEmptyBins; }
void setMeanRange(double xmin, double xmax);
void setRMSRange(double xmin, double xmax);
/// set (fractional) tolerance for mean
void setMeanTolerance(float fracTolerance) {
if (fracTolerance >= 0.0) {
toleranceMean_ = fracTolerance;
checkMeanTolerance_ = true;
}
}
protected:
bool checkMean_; //< if true, check the mean value
bool checkRMS_; //< if true, check the RMS value
bool checkMeanTolerance_; //< if true, check mean tolerance
float toleranceMean_; //< fractional tolerance on mean (use only if checkMeanTolerance_ = true)
float minMean_, maxMean_; //< allowed range for mean (use only if checkMean_ = true)
float minRMS_, maxRMS_; //< allowed range for mean (use only if checkRMS_ = true)
unsigned int useEmptyBins_;
};
//==================== MeanWithinExpected =========================//
/// Algorithm for testing if histogram's mean value is near expected value.
class MeanWithinExpected : public SimpleTest {
public:
MeanWithinExpected(const std::string &name) : SimpleTest(name) { setAlgoName(getAlgoName()); }
static std::string getAlgoName() { return "MeanWithinExpected"; }
float runTest(const MonitorElement *me) override;
void setExpectedMean(double mean) { expMean_ = mean; }
void useRange(double xmin, double xmax);
void useSigma(double expectedSigma);
void useRMS();
protected:
bool useRMS_; //< if true, will use RMS of distribution
bool useSigma_; //< if true, will use expected_sigma
bool useRange_; //< if true, will use allowed range
double sigma_; //< sigma to be used in probability calculation (use only if useSigma_ = true)
double expMean_; //< expected mean value (used only if useSigma_ = true or useRMS_ = true)
double xmin_, xmax_; //< allowed range for mean (use only if useRange_ = true)
};
//==================== AllContentWithinFixedRange =========================//
/*class AllContentWithinFixedRange : public SimpleTest
{
public:
AllContentWithinFixedRange(const std::string &name) : SimpleTest(name)
{
setAlgoName(getAlgoName());
}
static std::string getAlgoName(void) { return "RuleAllContentWithinFixedRange"; }
float runTest(const MonitorElement *me);
void set_x_min(double x) { x_min = x; }
void set_x_max(double x) { x_max = x; }
void set_epsilon_max(double epsilon) { epsilon_max = epsilon; }
void set_S_fail(double S) { S_fail = S; }
void set_S_pass(double S) { S_pass = S; }
double get_epsilon_obs(void) { return epsilon_obs; }
double get_S_fail_obs(void) { return S_fail_obs; }
double get_S_pass_obs(void) { return S_pass_obs; }
int get_result(void) { return result; }
protected:
TH1F *histogram ; //define Test histo
double x_min, x_max;
double epsilon_max;
double S_fail, S_pass;
double epsilon_obs;
double S_fail_obs, S_pass_obs;
int result;
};
*/
//==================== AllContentWithinFloatingRange =========================//
/*class AllContentWithinFloatingRange : public SimpleTest
{
public:
AllContentWithinFloatingRange(const std::string &name) : SimpleTest(name)
{
setAlgoName(getAlgoName());
}
static std::string getAlgoName(void) { return "RuleAllContentWithinFloatingRange"; }
void set_Nrange(int N) { Nrange = N; }
void set_epsilon_max(double epsilon) { epsilon_max = epsilon; }
void set_S_fail(double S) { S_fail = S; }
void set_S_pass(double S) { S_pass = S; }
double get_epsilon_obs(void) { return epsilon_obs; }
double get_S_fail_obs(void) { return S_fail_obs; }
double get_S_pass_obs(void) { return S_pass_obs; }
int get_result(void) { return result; }
float runTest(const MonitorElement *me );
protected:
TH1F *histogram ; //define Test histo
int Nrange;
double epsilon_max;
double S_fail, S_pass;
double epsilon_obs;
double S_fail_obs, S_pass_obs;
int result;
};*/
//==================== FlatOccupancy1d =========================//
#if 0 // FIXME: need to know what parameters to set before runTest!
class FlatOccupancy1d : public SimpleTest
{
public:
FlatOccupancy1d(const std::string &name) : SimpleTest(name)
{
Nbins = 0;
FailedBins[0] = 0;
FailedBins[1] = 0;
setAlgoName(getAlgoName());
}
~FlatOccupancy1d(void)
{
delete [] FailedBins[0];
delete [] FailedBins[1];
}
static std::string getAlgoName(void) { return "RuleFlatOccupancy1d"; }
void set_ExclusionMask(double *mask) { ExclusionMask = mask; }
void set_epsilon_min(double epsilon) { epsilon_min = epsilon; }
void set_epsilon_max(double epsilon) { epsilon_max = epsilon; }
void set_S_fail(double S) { S_fail = S; }
void set_S_pass(double S) { S_pass = S; }
double get_FailedBins(void) { return *FailedBins[1]; } // FIXME: WRONG! OFF BY ONE!?
int get_result() { return result; }
float runTest(const MonitorElement*me);
protected:
double *ExclusionMask;
double epsilon_min, epsilon_max;
double S_fail, S_pass;
double *FailedBins[2];
int Nbins;
int result;
};
#endif
//==================== FixedFlatOccupancy1d =========================//
class FixedFlatOccupancy1d : public SimpleTest {
public:
FixedFlatOccupancy1d(const std::string &name) : SimpleTest(name) {
Nbins = 0;
FailedBins[0] = nullptr;
FailedBins[1] = nullptr;
setAlgoName(getAlgoName());
}
~FixedFlatOccupancy1d() override {
if (Nbins > 0) {
delete[] FailedBins[0];
delete[] FailedBins[1];
}
}
static std::string getAlgoName() { return "RuleFixedFlatOccupancy1d"; }
void set_Occupancy(double level) { b = level; }
void set_ExclusionMask(double *mask) { ExclusionMask = mask; }
void set_epsilon_min(double epsilon) { epsilon_min = epsilon; }
void set_epsilon_max(double epsilon) { epsilon_max = epsilon; }
void set_S_fail(double S) { S_fail = S; }
void set_S_pass(double S) { S_pass = S; }
double get_FailedBins() { return *FailedBins[1]; } // FIXME: WRONG! OFF BY ONE!?
int get_result() { return result; }
float runTest(const MonitorElement *me) override;
protected:
double b;
double *ExclusionMask;
double epsilon_min, epsilon_max;
double S_fail, S_pass;
double *FailedBins[2];
int Nbins;
int result;
};
//==================== CSC01 =========================//
class CSC01 : public SimpleTest {
public:
CSC01(const std::string &name) : SimpleTest(name) { setAlgoName(getAlgoName()); }
static std::string getAlgoName() { return "RuleCSC01"; }
void set_epsilon_max(double epsilon) { epsilon_max = epsilon; }
void set_S_fail(double S) { S_fail = S; }
void set_S_pass(double S) { S_pass = S; }
double get_epsilon_obs() { return epsilon_obs; }
double get_S_fail_obs() { return S_fail_obs; }
double get_S_pass_obs() { return S_pass_obs; }
int get_result() { return result; }
float runTest(const MonitorElement *me) override;
protected:
double epsilon_max;
double S_fail, S_pass;
double epsilon_obs;
double S_fail_obs, S_pass_obs;
int result;
};
//======================== CompareToMedian ====================//
class CompareToMedian : public SimpleTest {
public:
//Initialize for TProfile, colRings
CompareToMedian(const std::string &name) : SimpleTest(name, true) {
this->_min = 0.2;
this->_max = 3.0;
this->_emptyBins = 0;
this->_maxMed = 10;
this->_minMed = 0;
this->nBins = 0;
this->_statCut = 0;
reset();
setAlgoName(getAlgoName());
};
~CompareToMedian() override = default;
;
static std::string getAlgoName() { return "CompareToMedian"; }
float runTest(const MonitorElement *me) override;
void setMin(float min) { _min = min; };
void setMax(float max) { _max = max; };
void setEmptyBins(int eB) { eB > 0 ? _emptyBins = 1 : _emptyBins = 0; };
void setMaxMedian(float max) { _maxMed = max; };
void setMinMedian(float min) { _minMed = min; };
void setStatCut(float cut) { _statCut = (cut > 0) ? cut : 0; };
protected:
void setMessage() override {
std::ostringstream message;
message << "Test " << qtname_ << " (" << algoName_ << "): Entry fraction within range = " << prob_;
message_ = message.str();
}
private:
float _min, _max; //Test values
int _emptyBins; //use empty bins
float _maxMed, _minMed; //Global max for median&mean
float _statCut; //Minimal number of non zero entries needed for the quality test
int nBinsX, nBinsY; //Dimensions of hystogram
int nBins; //Number of (non empty) bins
//Vector contain bin values
std::vector<float> binValues;
void reset() { binValues.clear(); };
};
//======================== CompareLastFilledBin ====================//
class CompareLastFilledBin : public SimpleTest {
public:
//Initialize for TProfile, colRings
CompareLastFilledBin(const std::string &name) : SimpleTest(name, true) {
this->_min = 0.0;
this->_max = 1.0;
this->_average = 0.0;
setAlgoName(getAlgoName());
};
~CompareLastFilledBin() override = default;
;
static std::string getAlgoName() { return "CompareLastFilledBin"; }
float runTest(const MonitorElement *me) override;
void setAverage(float average) { _average = average; };
void setMin(float min) { _min = min; };
void setMax(float max) { _max = max; };
protected:
void setMessage() override {
std::ostringstream message;
message << "Test " << qtname_ << " (" << algoName_ << "): Last Bin filled with desired value = " << prob_;
message_ = message.str();
}
private:
float _min, _max; //Test values
float _average;
};
//==================== AllContentAlongDiagonal =========================//
#if 0 // FIXME: need to know what parameters to set before runTest!
class AllContentAlongDiagonal : public SimpleTest
public:
AllContentAlongDiagonal(const std::string &name) : SimpleTest(name)
{
setAlgoName(getAlgoName());
}
static std::string getAlgoName(void) { return "RuleAllContentAlongDiagonal"; }
void set_epsilon_max(double epsilon) { epsilon_max = epsilon; }
void set_S_fail(double S) { S_fail = S; }
void set_S_pass(double S) { S_pass = S; }
double get_epsilon_obs() { return epsilon_obs; }
double get_S_fail_obs() { return S_fail_obs; }
double get_S_pass_obs() { return S_pass_obs; }
int get_result() { return result; }
//public:
//using SimpleTest::runTest;
float runTest(const MonitorElement*me);
protected:
double epsilon_max;
double S_fail, S_pass;
double epsilon_obs;
double S_fail_obs, S_pass_obs;
int result;
};
#endif
//==================== CheckVariance =========================//
//== Check the variance of a TProfile//
class CheckVariance : public SimpleTest {
public:
CheckVariance(const std::string &name) : SimpleTest(name) { setAlgoName(getAlgoName()); }
/// get algorithm name
static std::string getAlgoName() { return "CheckVariance"; }
float runTest(const MonitorElement *me) override;
};
#endif // DQMSERVICES_CORE_Q_CRITERION_H
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