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casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator > Class Template Reference

This class is used internally by ClassicalStatistics objects. More...

#include <ClassicalQuantileComputer.h>

Inheritance diagram for casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >:
casacore::StatisticsAlgorithmQuantileComputer< CASA_STATP >

Public Member Functions

 ClassicalQuantileComputer ()=delete
 
 ClassicalQuantileComputer (StatisticsDataset< CASA_STATP > *dataset)
 
 ClassicalQuantileComputer (const ClassicalQuantileComputer &other)
 copy semantics More...
 
virtual ~ClassicalQuantileComputer ()
 
ClassicalQuantileComputeroperator= (const ClassicalQuantileComputer &other)
 copy semantics More...
 
virtual
StatisticsAlgorithmQuantileComputer
< CASA_STATP > * 
clone () const
 clone this object by returning a pointer to a copy More...
 
virtual AccumType getMedian (uInt64 mynpts, AccumType mymin, AccumType mymax, uInt binningThreshholdSizeBytes, Bool persistSortedArray, uInt nBins)
 Caller is responsible for passing correct values of mynpts, mymin, and mymax; no checking is done for correctness in this method. More...
 
virtual AccumType getMedianAbsDevMed (uInt64 mynpts, AccumType mymin, AccumType mymax, uInt binningThreshholdSizeBytes, Bool persistSortedArray, uInt nBins)
 get the median of the absolute deviation about the median of the data. More...
 
virtual AccumType getMedianAndQuantiles (std::map< Double, AccumType > &quantiles, const std::set< Double > &fractions, uInt64 mynpts, AccumType mymin, AccumType mymax, uInt binningThreshholdSizeBytes, Bool persistSortedArray, uInt nBins)
 If one needs to compute both the median and QuantileComputer values, it is better to call getMedianAndQuantiles() rather than getMedian() and getQuantiles() separately, as the first will scan large data sets fewer times than calling the separate methods. More...
 
virtual std::map< Double,
AccumType > 
getQuantiles (const std::set< Double > &fractions, uInt64 mynpts, AccumType mymin, AccumType mymax, uInt binningThreshholdSizeBytes, Bool persistSortedArray, uInt nBins)
 Get the specified Quantiles. More...
 
virtual void reset ()
 reset the private fields More...
 
- Public Member Functions inherited from casacore::StatisticsAlgorithmQuantileComputer< CASA_STATP >
 StatisticsAlgorithmQuantileComputer ()=delete
 
virtual ~StatisticsAlgorithmQuantileComputer ()
 
void deleteSortedArray ()
 delete any (partially) sorted array More...
 
void setDataset (StatisticsDataset< CASA_STATP > *ds)
 This must be called upon the copy or assignment of the associated statistics algorithm object. More...
 
std::vector< CASA_STATP > & _getSortedArray ()
 FIXME make protected once refactor is complete. More...
 
void _setSortedArray (const std::vector< CASA_STATP > &v)
 FIXME make protected once refactor is complete. More...
 
void setMedian (CountedPtr< CASA_STATP > median)
 

Protected Member Functions

virtual void _findBins (std::vector< std::vector< uInt64 > > &binCounts, std::vector< CountedPtr< AccumType > > &sameVal, std::vector< Bool > &allSame, const DataIterator &dataBegin, uInt64 nr, uInt dataStride, const std::vector< StatsHistogram< AccumType > > &hist, const std::vector< AccumType > &maxLimit) const
 Get the counts of data within the specified histogram bins. More...
 
virtual void _findBins (std::vector< std::vector< uInt64 > > &binCounts, std::vector< CountedPtr< AccumType > > &sameVal, std::vector< Bool > &allSame, const DataIterator &dataBegin, uInt64 nr, uInt dataStride, const DataRanges &ranges, Bool isInclude, const std::vector< StatsHistogram< AccumType > > &hist, const std::vector< AccumType > &maxLimit) const
 
virtual void _findBins (std::vector< std::vector< uInt64 > > &binCounts, std::vector< CountedPtr< AccumType > > &sameVal, std::vector< Bool > &allSame, const DataIterator &dataBegin, uInt64 nr, uInt dataStride, const MaskIterator &maskBegin, uInt maskStride, const std::vector< StatsHistogram< AccumType > > &hist, const std::vector< AccumType > &maxLimit) const
 
virtual void _findBins (std::vector< std::vector< uInt64 > > &binCounts, std::vector< CountedPtr< AccumType > > &sameVal, std::vector< Bool > &allSame, const DataIterator &dataBegin, uInt64 nr, uInt dataStride, const MaskIterator &maskBegin, uInt maskStride, const DataRanges &ranges, Bool isInclude, const std::vector< StatsHistogram< AccumType > > &hist, const std::vector< AccumType > &maxLimit) const
 
virtual void _findBins (std::vector< std::vector< uInt64 > > &binCounts, std::vector< CountedPtr< AccumType > > &sameVal, std::vector< Bool > &allSame, const DataIterator &dataBegin, const WeightsIterator &weightsBegin, uInt64 nr, uInt dataStride, const std::vector< StatsHistogram< AccumType > > &hist, const std::vector< AccumType > &maxLimit) const
 
virtual void _findBins (std::vector< std::vector< uInt64 > > &binCounts, std::vector< CountedPtr< AccumType > > &sameVal, std::vector< Bool > &allSame, const DataIterator &dataBegin, const WeightsIterator &weightsBegin, uInt64 nr, uInt dataStride, const DataRanges &ranges, Bool isInclude, const std::vector< StatsHistogram< AccumType > > &hist, const std::vector< AccumType > &maxLimit) const
 
virtual void _findBins (std::vector< std::vector< uInt64 > > &binCounts, std::vector< CountedPtr< AccumType > > &sameVal, std::vector< Bool > &allSame, const DataIterator &dataBegin, const WeightsIterator &weightsBegin, uInt64 nr, uInt dataStride, const MaskIterator &maskBegin, uInt maskStride, const DataRanges &ranges, Bool isInclude, const std::vector< StatsHistogram< AccumType > > &hist, const std::vector< AccumType > &maxLimit) const
 
virtual void _findBins (std::vector< std::vector< uInt64 > > &binCounts, std::vector< CountedPtr< AccumType > > &sameVal, std::vector< Bool > &allSame, const DataIterator &dataBegin, const WeightsIterator &weightBegin, uInt64 nr, uInt dataStride, const MaskIterator &maskBegin, uInt maskStride, const std::vector< StatsHistogram< AccumType > > &hist, const std::vector< AccumType > &maxLimit) const
 
virtual void _populateArray (std::vector< AccumType > &ary, const DataIterator &dataBegin, uInt64 nr, uInt dataStride) const
 populate an unsorted array with valid data. More...
 
virtual void _populateArray (std::vector< AccumType > &ary, const DataIterator &dataBegin, uInt64 nr, uInt dataStride, const DataRanges &ranges, Bool isInclude) const
 ranges More...
 
virtual void _populateArray (std::vector< AccumType > &ary, const DataIterator &dataBegin, uInt64 nr, uInt dataStride, const MaskIterator &maskBegin, uInt maskStride) const
 
virtual void _populateArray (std::vector< AccumType > &ary, const DataIterator &dataBegin, uInt64 nr, uInt dataStride, const MaskIterator &maskBegin, uInt maskStride, const DataRanges &ranges, Bool isInclude) const
 mask and ranges More...
 
virtual void _populateArray (std::vector< AccumType > &ary, const DataIterator &dataBegin, const WeightsIterator &weightsBegin, uInt64 nr, uInt dataStride) const
 weights More...
 
virtual void _populateArray (std::vector< AccumType > &ary, const DataIterator &dataBegin, const WeightsIterator &weightsBegin, uInt64 nr, uInt dataStride, const DataRanges &ranges, Bool isInclude) const
 weights and ranges More...
 
virtual void _populateArray (std::vector< AccumType > &ary, const DataIterator &dataBegin, const WeightsIterator &weightBegin, uInt64 nr, uInt dataStride, const MaskIterator &maskBegin, uInt maskStride) const
 weights and mask More...
 
virtual void _populateArray (std::vector< AccumType > &ary, const DataIterator &dataBegin, const WeightsIterator &weightBegin, uInt64 nr, uInt dataStride, const MaskIterator &maskBegin, uInt maskStride, const DataRanges &ranges, Bool isInclude) const
 weights, mask, ranges More...
 
virtual void _populateArrays (std::vector< std::vector< AccumType >> &arys, uInt64 &currentCount, const DataIterator &dataBegin, uInt64 nr, uInt dataStride, const IncludeLimits &includeLimits, uInt64 maxCount) const
 Create a std::vector of unsorted arrays, one array for each bin defined by includeLimits. More...
 
virtual void _populateArrays (std::vector< std::vector< AccumType > > &arys, uInt64 &currentCount, const DataIterator &dataBegin, uInt64 nr, uInt dataStride, const DataRanges &ranges, Bool isInclude, const IncludeLimits &includeLimits, uInt64 maxCount) const
 ranges More...
 
virtual void _populateArrays (std::vector< std::vector< AccumType > > &arys, uInt64 &currentCount, const DataIterator &dataBegin, uInt64 nr, uInt dataStride, const MaskIterator &maskBegin, uInt maskStride, const IncludeLimits &includeLimits, uInt64 maxCount) const
 
virtual void _populateArrays (std::vector< std::vector< AccumType > > &arys, uInt64 &currentCount, const DataIterator &dataBegin, uInt64 nr, uInt dataStride, const MaskIterator &maskBegin, uInt maskStride, const DataRanges &ranges, Bool isInclude, const IncludeLimits &includeLimits, uInt64 maxCount) const
 mask and ranges More...
 
virtual void _populateArrays (std::vector< std::vector< AccumType > > &arys, uInt64 &currentCount, const DataIterator &dataBegin, const WeightsIterator &weightsBegin, uInt64 nr, uInt dataStride, const IncludeLimits &includeLimits, uInt64 maxCount) const
 weights More...
 
virtual void _populateArrays (std::vector< std::vector< AccumType > > &arys, uInt64 &currentCount, const DataIterator &dataBegin, const WeightsIterator &weightsBegin, uInt64 nr, uInt dataStride, const DataRanges &ranges, Bool isInclude, const IncludeLimits &includeLimits, uInt64 maxCount) const
 weights and ranges More...
 
virtual void _populateArrays (std::vector< std::vector< AccumType > > &arys, uInt64 &currentCount, const DataIterator &dataBegin, const WeightsIterator &weightBegin, uInt64 nr, uInt dataStride, const MaskIterator &maskBegin, uInt maskStride, const IncludeLimits &includeLimits, uInt64 maxCount) const
 weights and mask More...
 
virtual void _populateArrays (std::vector< std::vector< AccumType > > &arys, uInt64 &currentCount, const DataIterator &dataBegin, const WeightsIterator &weightBegin, uInt64 nr, uInt dataStride, const MaskIterator &maskBegin, uInt maskStride, const DataRanges &ranges, Bool isInclude, const IncludeLimits &includeLimits, uInt64 maxCount) const
 weights, mask, ranges More...
 
virtual Bool _populateTestArray (std::vector< AccumType > &ary, const DataIterator &dataBegin, uInt64 nr, uInt dataStride, uInt maxElements) const
 no weights, no mask, no ranges More...
 
virtual Bool _populateTestArray (std::vector< AccumType > &ary, const DataIterator &dataBegin, uInt64 nr, uInt dataStride, const DataRanges &ranges, Bool isInclude, uInt maxElements) const
 ranges More...
 
virtual Bool _populateTestArray (std::vector< AccumType > &ary, const DataIterator &dataBegin, uInt64 nr, uInt dataStride, const MaskIterator &maskBegin, uInt maskStride, uInt maxElements) const
 mask More...
 
virtual Bool _populateTestArray (std::vector< AccumType > &ary, const DataIterator &dataBegin, uInt64 nr, uInt dataStride, const MaskIterator &maskBegin, uInt maskStride, const DataRanges &ranges, Bool isInclude, uInt maxElements) const
 mask and ranges More...
 
virtual Bool _populateTestArray (std::vector< AccumType > &ary, const DataIterator &dataBegin, const WeightsIterator &weightBegin, uInt64 nr, uInt dataStride, uInt maxElements) const
 weights More...
 
virtual Bool _populateTestArray (std::vector< AccumType > &ary, const DataIterator &dataBegin, const WeightsIterator &weightsBegin, uInt64 nr, uInt dataStride, const DataRanges &ranges, Bool isInclude, uInt maxElements) const
 weights and ranges More...
 
virtual Bool _populateTestArray (std::vector< AccumType > &ary, const DataIterator &dataBegin, const WeightsIterator &weightBegin, uInt64 nr, uInt dataStride, const MaskIterator &maskBegin, uInt maskStride, uInt maxElements) const
 weights and mask More...
 
virtual Bool _populateTestArray (std::vector< AccumType > &ary, const DataIterator &dataBegin, const WeightsIterator &weightBegin, uInt64 nr, uInt dataStride, const MaskIterator &maskBegin, uInt maskStride, const DataRanges &ranges, Bool isInclude, uInt maxElements) const
 weights, mask, ranges More...
 
Bool _valuesFromSortedArray (std::map< uInt64, AccumType > &values, uInt64 mynpts, const std::set< uInt64 > &indices, uInt64 maxArraySize, Bool persistSortedArray)
 get values from sorted array if the array is small enough to be held in memory. More...
 
- Protected Member Functions inherited from casacore::StatisticsAlgorithmQuantileComputer< CASA_STATP >
 StatisticsAlgorithmQuantileComputer (StatisticsDataset< CASA_STATP > *ds)
 ds should be the dataset object held in the StatisticsAlgorithm object. More...
 
 StatisticsAlgorithmQuantileComputer (const StatisticsAlgorithmQuantileComputer &other)
 use copy semantics. More...
 
StatisticsAlgorithmQuantileComputeroperator= (const StatisticsAlgorithmQuantileComputer &other)
 use copy semantics. More...
 
StatisticsDataset< CASA_STATP > * _getDataset ()
 
CountedPtr< CASA_STATP_getMedian () const
 
CountedPtr< CASA_STATP_getMedianAbsDevMedian () const
 
void _setMedianAbsDevMedian (CountedPtr< CASA_STATP > medAbsDevMed)
 

Private Types

using LimitPair = std::pair< AccumType, AccumType >
 
using LimitPairVectorIter = typename std::vector< LimitPair >::const_iterator
 
using IndexValueMap = typename std::map< uInt64, AccumType >
 
using IndexSet = std::set< uInt64 >
 

Private Member Functions

std::vector< std::vector
< uInt64 > > 
_binCounts (std::vector< CountedPtr< AccumType > > &sameVal, const std::vector< StatsHistogram< AccumType > > &hist)
 tally the number of data points that fall into each bin provided by hist. More...
 
void _computeBins (std::vector< std::vector< uInt64 >> &bins, std::vector< CountedPtr< AccumType >> &sameVal, std::vector< Bool > &allSame, DataIterator dataIter, MaskIterator maskIter, WeightsIterator weightsIter, uInt64 count, const std::vector< StatsHistogram< AccumType >> &hist, const std::vector< AccumType > &maxLimit, const typename StatisticsDataset< CASA_STATP >::ChunkData &chunk)
 
void _computeDataArray (std::vector< AccumType > &ary, DataIterator dataIter, MaskIterator maskIter, WeightsIterator weightsIter, uInt64 dataCount, const typename StatisticsDataset< CASA_STATP >::ChunkData &chunk)
 
void _computeDataArrays (std::vector< std::vector< AccumType > > &arys, uInt64 &currentCount, DataIterator dataIter, MaskIterator maskIter, WeightsIterator weightsIter, uInt64 dataCount, const IncludeLimits &includeLimits, uInt64 maxCount, const typename StatisticsDataset< CASA_STATP >::ChunkData &chunk)
 
void _createDataArray (std::vector< AccumType > &array)
 Create an unsorted array of the complete data set. More...
 
void _createDataArrays (std::vector< std::vector< AccumType >> &arrays, const IncludeLimits &includeLimits, uInt64 maxCount)
 
std::vector< IndexValueMap_dataFromMultipleBins (const std::vector< StatsHistogram< AccumType > > &hist, uInt64 maxArraySize, const std::vector< IndexSet > &dataIndices, uInt nBins)
 extract data from multiple histograms given by hist. More...
 
std::vector< IndexValueMap_dataFromSingleBins (const std::vector< uInt64 > &binNpts, uInt64 maxArraySize, const IncludeLimits &binLimits, const std::vector< IndexSet > &dataIndices, uInt nBins)
 
IndexValueMap _indicesToValues (uInt64 mynpts, AccumType mymin, AccumType mymax, uInt64 maxArraySize, const IndexSet &dataIndices, Bool persistSortedArray, uInt nBins)
 get the values for the specified indices in the sorted array of all good data More...
 

Static Private Member Functions

static IndexSet _medianIndices (uInt64 mynpts)
 get the index (for odd npts) or indices (for even npts) of the median of the sorted array. More...
 

Private Attributes

Bool _doMedAbsDevMed
 
AccumType _myMedian
 for use in often repeatedly run macros More...
 

Detailed Description

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
class casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >

This class is used internally by ClassicalStatistics objects.

It should never be explicitly instantiated by an API developer. See the documentation of StatisticsAlgorithm for details regarding QuantileComputer classes.

Definition at line 49 of file ClassicalQuantileComputer.h.

Member Typedef Documentation

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
using casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::IndexSet = std::set<uInt64>
private

Definition at line 55 of file ClassicalQuantileComputer.h.

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
using casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::IndexValueMap = typename std::map<uInt64, AccumType>
private

Definition at line 54 of file ClassicalQuantileComputer.h.

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
using casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::LimitPair = std::pair<AccumType, AccumType>
private

Definition at line 52 of file ClassicalQuantileComputer.h.

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
using casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::LimitPairVectorIter = typename std::vector<LimitPair>::const_iterator
private

Definition at line 53 of file ClassicalQuantileComputer.h.

Constructor & Destructor Documentation

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::ClassicalQuantileComputer ( )
delete
template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::ClassicalQuantileComputer ( StatisticsDataset< CASA_STATP > *  dataset)
template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::ClassicalQuantileComputer ( const ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator > &  other)

copy semantics

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::~ClassicalQuantileComputer ( )
virtual

Member Function Documentation

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
std::vector<std::vector<uInt64> > casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_binCounts ( std::vector< CountedPtr< AccumType > > &  sameVal,
const std::vector< StatsHistogram< AccumType > > &  hist 
)
private

tally the number of data points that fall into each bin provided by hist.

Any points that are less than hist.minLimit or greater than hist.minLimit + hist.nBins*hist.binWidth are not included in the counts. A data point that falls exactly on a bin boundary is considered to be in the higher index bin. sameVal will be non-null if all the good values in the histogram range are the same. In that case, the value held will be the value of each of those data points.

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_computeBins ( std::vector< std::vector< uInt64 >> &  bins,
std::vector< CountedPtr< AccumType >> &  sameVal,
std::vector< Bool > &  allSame,
DataIterator  dataIter,
MaskIterator  maskIter,
WeightsIterator  weightsIter,
uInt64  count,
const std::vector< StatsHistogram< AccumType >> &  hist,
const std::vector< AccumType > &  maxLimit,
const typename StatisticsDataset< CASA_STATP >::ChunkData &  chunk 
)
private
template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_computeDataArray ( std::vector< AccumType > &  ary,
DataIterator  dataIter,
MaskIterator  maskIter,
WeightsIterator  weightsIter,
uInt64  dataCount,
const typename StatisticsDataset< CASA_STATP >::ChunkData &  chunk 
)
private
template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_computeDataArrays ( std::vector< std::vector< AccumType > > &  arys,
uInt64 currentCount,
DataIterator  dataIter,
MaskIterator  maskIter,
WeightsIterator  weightsIter,
uInt64  dataCount,
const IncludeLimits includeLimits,
uInt64  maxCount,
const typename StatisticsDataset< CASA_STATP >::ChunkData &  chunk 
)
private
template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_createDataArray ( std::vector< AccumType > &  array)
private

Create an unsorted array of the complete data set.

If includeLimits is specified, only points within those limits (including min but excluding max, as per definition of bins), are included.

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_createDataArrays ( std::vector< std::vector< AccumType >> &  arrays,
const IncludeLimits includeLimits,
uInt64  maxCount 
)
private
template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
std::vector<IndexValueMap> casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_dataFromMultipleBins ( const std::vector< StatsHistogram< AccumType > > &  hist,
uInt64  maxArraySize,
const std::vector< IndexSet > &  dataIndices,
uInt  nBins 
)
private

extract data from multiple histograms given by hist.

dataIndices represent the indices of the sorted arrays of values to extract. There should be exactly one set of data indices to extract for each supplied histogram. The data indices are relative to the minimum value of the minimum bin in their respective histograms. The ordering of the maps in the returned std::vector represent the ordering of histograms in hist. hist should contain non-overlapping histograms and the histograms should be specified in ascending order.

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
std::vector<IndexValueMap> casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_dataFromSingleBins ( const std::vector< uInt64 > &  binNpts,
uInt64  maxArraySize,
const IncludeLimits binLimits,
const std::vector< IndexSet > &  dataIndices,
uInt  nBins 
)
private
template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_findBins ( std::vector< std::vector< uInt64 > > &  binCounts,
std::vector< CountedPtr< AccumType > > &  sameVal,
std::vector< Bool > &  allSame,
const DataIterator &  dataBegin,
uInt64  nr,
uInt  dataStride,
const std::vector< StatsHistogram< AccumType > > &  hist,
const std::vector< AccumType > &  maxLimit 
) const
protectedvirtual

Get the counts of data within the specified histogram bins.

The number of arrays within binCounts will be equal to the number of histograms in hist. Each array within binCounts will have the same number of elements as the number of bins in its corresponding histogram in hist.

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_findBins ( std::vector< std::vector< uInt64 > > &  binCounts,
std::vector< CountedPtr< AccumType > > &  sameVal,
std::vector< Bool > &  allSame,
const DataIterator &  dataBegin,
uInt64  nr,
uInt  dataStride,
const DataRanges ranges,
Bool  isInclude,
const std::vector< StatsHistogram< AccumType > > &  hist,
const std::vector< AccumType > &  maxLimit 
) const
protectedvirtual
template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_findBins ( std::vector< std::vector< uInt64 > > &  binCounts,
std::vector< CountedPtr< AccumType > > &  sameVal,
std::vector< Bool > &  allSame,
const DataIterator &  dataBegin,
uInt64  nr,
uInt  dataStride,
const MaskIterator &  maskBegin,
uInt  maskStride,
const std::vector< StatsHistogram< AccumType > > &  hist,
const std::vector< AccumType > &  maxLimit 
) const
protectedvirtual
template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_findBins ( std::vector< std::vector< uInt64 > > &  binCounts,
std::vector< CountedPtr< AccumType > > &  sameVal,
std::vector< Bool > &  allSame,
const DataIterator &  dataBegin,
uInt64  nr,
uInt  dataStride,
const MaskIterator &  maskBegin,
uInt  maskStride,
const DataRanges ranges,
Bool  isInclude,
const std::vector< StatsHistogram< AccumType > > &  hist,
const std::vector< AccumType > &  maxLimit 
) const
protectedvirtual
template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_findBins ( std::vector< std::vector< uInt64 > > &  binCounts,
std::vector< CountedPtr< AccumType > > &  sameVal,
std::vector< Bool > &  allSame,
const DataIterator &  dataBegin,
const WeightsIterator &  weightsBegin,
uInt64  nr,
uInt  dataStride,
const std::vector< StatsHistogram< AccumType > > &  hist,
const std::vector< AccumType > &  maxLimit 
) const
protectedvirtual
template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_findBins ( std::vector< std::vector< uInt64 > > &  binCounts,
std::vector< CountedPtr< AccumType > > &  sameVal,
std::vector< Bool > &  allSame,
const DataIterator &  dataBegin,
const WeightsIterator &  weightsBegin,
uInt64  nr,
uInt  dataStride,
const DataRanges ranges,
Bool  isInclude,
const std::vector< StatsHistogram< AccumType > > &  hist,
const std::vector< AccumType > &  maxLimit 
) const
protectedvirtual
template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_findBins ( std::vector< std::vector< uInt64 > > &  binCounts,
std::vector< CountedPtr< AccumType > > &  sameVal,
std::vector< Bool > &  allSame,
const DataIterator &  dataBegin,
const WeightsIterator &  weightsBegin,
uInt64  nr,
uInt  dataStride,
const MaskIterator &  maskBegin,
uInt  maskStride,
const DataRanges ranges,
Bool  isInclude,
const std::vector< StatsHistogram< AccumType > > &  hist,
const std::vector< AccumType > &  maxLimit 
) const
protectedvirtual
template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_findBins ( std::vector< std::vector< uInt64 > > &  binCounts,
std::vector< CountedPtr< AccumType > > &  sameVal,
std::vector< Bool > &  allSame,
const DataIterator &  dataBegin,
const WeightsIterator &  weightBegin,
uInt64  nr,
uInt  dataStride,
const MaskIterator &  maskBegin,
uInt  maskStride,
const std::vector< StatsHistogram< AccumType > > &  hist,
const std::vector< AccumType > &  maxLimit 
) const
protectedvirtual
template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
IndexValueMap casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_indicesToValues ( uInt64  mynpts,
AccumType  mymin,
AccumType  mymax,
uInt64  maxArraySize,
const IndexSet dataIndices,
Bool  persistSortedArray,
uInt  nBins 
)
private

get the values for the specified indices in the sorted array of all good data

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
static IndexSet casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_medianIndices ( uInt64  mynpts)
staticprivate

get the index (for odd npts) or indices (for even npts) of the median of the sorted array.

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_populateArray ( std::vector< AccumType > &  ary,
const DataIterator &  dataBegin,
uInt64  nr,
uInt  dataStride 
) const
protectedvirtual

populate an unsorted array with valid data.

no weights, no mask, no ranges

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_populateArray ( std::vector< AccumType > &  ary,
const DataIterator &  dataBegin,
uInt64  nr,
uInt  dataStride,
const DataRanges ranges,
Bool  isInclude 
) const
protectedvirtual

ranges

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_populateArray ( std::vector< AccumType > &  ary,
const DataIterator &  dataBegin,
uInt64  nr,
uInt  dataStride,
const MaskIterator &  maskBegin,
uInt  maskStride 
) const
protectedvirtual
template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_populateArray ( std::vector< AccumType > &  ary,
const DataIterator &  dataBegin,
uInt64  nr,
uInt  dataStride,
const MaskIterator &  maskBegin,
uInt  maskStride,
const DataRanges ranges,
Bool  isInclude 
) const
protectedvirtual

mask and ranges

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_populateArray ( std::vector< AccumType > &  ary,
const DataIterator &  dataBegin,
const WeightsIterator &  weightsBegin,
uInt64  nr,
uInt  dataStride 
) const
protectedvirtual

weights

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_populateArray ( std::vector< AccumType > &  ary,
const DataIterator &  dataBegin,
const WeightsIterator &  weightsBegin,
uInt64  nr,
uInt  dataStride,
const DataRanges ranges,
Bool  isInclude 
) const
protectedvirtual

weights and ranges

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_populateArray ( std::vector< AccumType > &  ary,
const DataIterator &  dataBegin,
const WeightsIterator &  weightBegin,
uInt64  nr,
uInt  dataStride,
const MaskIterator &  maskBegin,
uInt  maskStride 
) const
protectedvirtual

weights and mask

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_populateArray ( std::vector< AccumType > &  ary,
const DataIterator &  dataBegin,
const WeightsIterator &  weightBegin,
uInt64  nr,
uInt  dataStride,
const MaskIterator &  maskBegin,
uInt  maskStride,
const DataRanges ranges,
Bool  isInclude 
) const
protectedvirtual

weights, mask, ranges

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_populateArrays ( std::vector< std::vector< AccumType >> &  arys,
uInt64 currentCount,
const DataIterator &  dataBegin,
uInt64  nr,
uInt  dataStride,
const IncludeLimits includeLimits,
uInt64  maxCount 
) const
protectedvirtual

Create a std::vector of unsorted arrays, one array for each bin defined by includeLimits.

includeLimits should be non-overlapping and should be given in ascending order (the algorithm used assumes this). Once the sum of the lengths of all arrays equals maxCount the method will return with no further processing. no weights, no mask, no ranges

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_populateArrays ( std::vector< std::vector< AccumType > > &  arys,
uInt64 currentCount,
const DataIterator &  dataBegin,
uInt64  nr,
uInt  dataStride,
const DataRanges ranges,
Bool  isInclude,
const IncludeLimits includeLimits,
uInt64  maxCount 
) const
protectedvirtual

ranges

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_populateArrays ( std::vector< std::vector< AccumType > > &  arys,
uInt64 currentCount,
const DataIterator &  dataBegin,
uInt64  nr,
uInt  dataStride,
const MaskIterator &  maskBegin,
uInt  maskStride,
const IncludeLimits includeLimits,
uInt64  maxCount 
) const
protectedvirtual
template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_populateArrays ( std::vector< std::vector< AccumType > > &  arys,
uInt64 currentCount,
const DataIterator &  dataBegin,
uInt64  nr,
uInt  dataStride,
const MaskIterator &  maskBegin,
uInt  maskStride,
const DataRanges ranges,
Bool  isInclude,
const IncludeLimits includeLimits,
uInt64  maxCount 
) const
protectedvirtual

mask and ranges

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_populateArrays ( std::vector< std::vector< AccumType > > &  arys,
uInt64 currentCount,
const DataIterator &  dataBegin,
const WeightsIterator &  weightsBegin,
uInt64  nr,
uInt  dataStride,
const IncludeLimits includeLimits,
uInt64  maxCount 
) const
protectedvirtual

weights

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_populateArrays ( std::vector< std::vector< AccumType > > &  arys,
uInt64 currentCount,
const DataIterator &  dataBegin,
const WeightsIterator &  weightsBegin,
uInt64  nr,
uInt  dataStride,
const DataRanges ranges,
Bool  isInclude,
const IncludeLimits includeLimits,
uInt64  maxCount 
) const
protectedvirtual

weights and ranges

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_populateArrays ( std::vector< std::vector< AccumType > > &  arys,
uInt64 currentCount,
const DataIterator &  dataBegin,
const WeightsIterator &  weightBegin,
uInt64  nr,
uInt  dataStride,
const MaskIterator &  maskBegin,
uInt  maskStride,
const IncludeLimits includeLimits,
uInt64  maxCount 
) const
protectedvirtual

weights and mask

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_populateArrays ( std::vector< std::vector< AccumType > > &  arys,
uInt64 currentCount,
const DataIterator &  dataBegin,
const WeightsIterator &  weightBegin,
uInt64  nr,
uInt  dataStride,
const MaskIterator &  maskBegin,
uInt  maskStride,
const DataRanges ranges,
Bool  isInclude,
const IncludeLimits includeLimits,
uInt64  maxCount 
) const
protectedvirtual

weights, mask, ranges

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual Bool casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_populateTestArray ( std::vector< AccumType > &  ary,
const DataIterator &  dataBegin,
uInt64  nr,
uInt  dataStride,
uInt  maxElements 
) const
protectedvirtual

no weights, no mask, no ranges

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual Bool casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_populateTestArray ( std::vector< AccumType > &  ary,
const DataIterator &  dataBegin,
uInt64  nr,
uInt  dataStride,
const DataRanges ranges,
Bool  isInclude,
uInt  maxElements 
) const
protectedvirtual

ranges

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual Bool casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_populateTestArray ( std::vector< AccumType > &  ary,
const DataIterator &  dataBegin,
uInt64  nr,
uInt  dataStride,
const MaskIterator &  maskBegin,
uInt  maskStride,
uInt  maxElements 
) const
protectedvirtual

mask

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual Bool casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_populateTestArray ( std::vector< AccumType > &  ary,
const DataIterator &  dataBegin,
uInt64  nr,
uInt  dataStride,
const MaskIterator &  maskBegin,
uInt  maskStride,
const DataRanges ranges,
Bool  isInclude,
uInt  maxElements 
) const
protectedvirtual

mask and ranges

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual Bool casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_populateTestArray ( std::vector< AccumType > &  ary,
const DataIterator &  dataBegin,
const WeightsIterator &  weightBegin,
uInt64  nr,
uInt  dataStride,
uInt  maxElements 
) const
protectedvirtual

weights

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual Bool casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_populateTestArray ( std::vector< AccumType > &  ary,
const DataIterator &  dataBegin,
const WeightsIterator &  weightsBegin,
uInt64  nr,
uInt  dataStride,
const DataRanges ranges,
Bool  isInclude,
uInt  maxElements 
) const
protectedvirtual

weights and ranges

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual Bool casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_populateTestArray ( std::vector< AccumType > &  ary,
const DataIterator &  dataBegin,
const WeightsIterator &  weightBegin,
uInt64  nr,
uInt  dataStride,
const MaskIterator &  maskBegin,
uInt  maskStride,
uInt  maxElements 
) const
protectedvirtual

weights and mask

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual Bool casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_populateTestArray ( std::vector< AccumType > &  ary,
const DataIterator &  dataBegin,
const WeightsIterator &  weightBegin,
uInt64  nr,
uInt  dataStride,
const MaskIterator &  maskBegin,
uInt  maskStride,
const DataRanges ranges,
Bool  isInclude,
uInt  maxElements 
) const
protectedvirtual

weights, mask, ranges

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
Bool casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_valuesFromSortedArray ( std::map< uInt64, AccumType > &  values,
uInt64  mynpts,
const std::set< uInt64 > &  indices,
uInt64  maxArraySize,
Bool  persistSortedArray 
)
protected

get values from sorted array if the array is small enough to be held in memory.

Note that this is the array containing all good data, not data in just a single bin representing a subset of good data. Returns True if the data were successfully retrieved. If True is returned, the values map will contain a map of index to value. It is the caller's responsibility to check that mynpts is not 0; no checking is done here.

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual StatisticsAlgorithmQuantileComputer<CASA_STATP>* casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::clone ( ) const
virtual
template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual AccumType casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::getMedian ( uInt64  mynpts,
AccumType  mymin,
AccumType  mymax,
uInt  binningThreshholdSizeBytes,
Bool  persistSortedArray,
uInt  nBins 
)
virtual

Caller is responsible for passing correct values of mynpts, mymin, and mymax; no checking is done for correctness in this method.

Reimplemented in casacore::ConstrainedRangeQuantileComputer< CASA_STATP >.

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual AccumType casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::getMedianAbsDevMed ( uInt64  mynpts,
AccumType  mymin,
AccumType  mymax,
uInt  binningThreshholdSizeBytes,
Bool  persistSortedArray,
uInt  nBins 
)
virtual

get the median of the absolute deviation about the median of the data.

Reimplemented in casacore::ConstrainedRangeQuantileComputer< CASA_STATP >.

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual AccumType casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::getMedianAndQuantiles ( std::map< Double, AccumType > &  quantiles,
const std::set< Double > &  fractions,
uInt64  mynpts,
AccumType  mymin,
AccumType  mymax,
uInt  binningThreshholdSizeBytes,
Bool  persistSortedArray,
uInt  nBins 
)
virtual

If one needs to compute both the median and QuantileComputer values, it is better to call getMedianAndQuantiles() rather than getMedian() and getQuantiles() separately, as the first will scan large data sets fewer times than calling the separate methods.

The return value is the median; the quantiles are returned in the quantiles map. Values in the fractions set represent the locations in the CDF and should be between 0 and 1, exclusive.

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual std::map<Double, AccumType> casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::getQuantiles ( const std::set< Double > &  fractions,
uInt64  mynpts,
AccumType  mymin,
AccumType  mymax,
uInt  binningThreshholdSizeBytes,
Bool  persistSortedArray,
uInt  nBins 
)
virtual

Get the specified Quantiles.

fractions must be between 0 and 1, noninclusive.

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
ClassicalQuantileComputer& casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::operator= ( const ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator > &  other)

copy semantics

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
virtual void casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::reset ( )
virtual

Member Data Documentation

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
Bool casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_doMedAbsDevMed
private

Definition at line 399 of file ClassicalQuantileComputer.h.

template<class AccumType, class DataIterator, class MaskIterator = const Bool*, class WeightsIterator = DataIterator>
AccumType casacore::ClassicalQuantileComputer< AccumType, DataIterator, MaskIterator, WeightsIterator >::_myMedian
private

for use in often repeatedly run macros

Definition at line 401 of file ClassicalQuantileComputer.h.


The documentation for this class was generated from the following file: