LSSTApplications
19.0.0-14-gb0260a2+72efe9b372,20.0.0+7927753e06,20.0.0+8829bf0056,20.0.0+995114c5d2,20.0.0+b6f4b2abd1,20.0.0+bddc4f4cbe,20.0.0-1-g253301a+8829bf0056,20.0.0-1-g2b7511a+0d71a2d77f,20.0.0-1-g5b95a8c+7461dd0434,20.0.0-12-g321c96ea+23efe4bbff,20.0.0-16-gfab17e72e+fdf35455f6,20.0.0-2-g0070d88+ba3ffc8f0b,20.0.0-2-g4dae9ad+ee58a624b3,20.0.0-2-g61b8584+5d3db074ba,20.0.0-2-gb780d76+d529cf1a41,20.0.0-2-ged6426c+226a441f5f,20.0.0-2-gf072044+8829bf0056,20.0.0-2-gf1f7952+ee58a624b3,20.0.0-20-geae50cf+e37fec0aee,20.0.0-25-g3dcad98+544a109665,20.0.0-25-g5eafb0f+ee58a624b3,20.0.0-27-g64178ef+f1f297b00a,20.0.0-3-g4cc78c6+e0676b0dc8,20.0.0-3-g8f21e14+4fd2c12c9a,20.0.0-3-gbd60e8c+187b78b4b8,20.0.0-3-gbecbe05+48431fa087,20.0.0-38-ge4adf513+a12e1f8e37,20.0.0-4-g97dc21a+544a109665,20.0.0-4-gb4befbc+087873070b,20.0.0-4-gf910f65+5d3db074ba,20.0.0-5-gdfe0fee+199202a608,20.0.0-5-gfbfe500+d529cf1a41,20.0.0-6-g64f541c+d529cf1a41,20.0.0-6-g9a5b7a1+a1cd37312e,20.0.0-68-ga3f3dda+5fca18c6a4,20.0.0-9-g4aef684+e18322736b,w.2020.45
LSSTDataManagementBasePackage
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#include <Statistics.h>
Public Types | |
typedef std::pair< double, double > | Value |
The type used to report (value, error) for desired statistics. More... | |
Public Member Functions | |
template<typename ImageT , typename MaskT , typename VarianceT > | |
Statistics (ImageT const &img, MaskT const &msk, VarianceT const &var, int const flags, StatisticsControl const &sctrl=StatisticsControl()) | |
Constructor for Statistics object. More... | |
template<typename ImageT , typename MaskT , typename VarianceT , typename WeightT > | |
Statistics (ImageT const &img, MaskT const &msk, VarianceT const &var, WeightT const &weights, int const flags, StatisticsControl const &sctrl=StatisticsControl()) | |
Statistics (Statistics const &)=default | |
Statistics (Statistics &&)=default | |
Statistics & | operator= (Statistics const &)=default |
Statistics & | operator= (Statistics &&)=default |
~Statistics () noexcept=default | |
Value | getResult (Property const prop=NOTHING) const |
Return the value and error in the specified statistic (e.g. More... | |
double | getError (Property const prop=NOTHING) const |
Return the error in the desired property (if specified in the constructor) More... | |
double | getValue (Property const prop=NOTHING) const |
Return the value of the desired property (if specified in the constructor) More... | |
lsst::afw::image::MaskPixel | getOrMask () const noexcept |
template<> | |
Statistics (image::Mask< image::MaskPixel > const &msk, image::Mask< image::MaskPixel > const &msk2, image::Mask< image::MaskPixel > const &var, int const flags, StatisticsControl const &sctrl) | |
Related Functions | |
(Note that these are not member functions.) | |
template<typename Pixel > | |
Statistics | makeStatistics (lsst::afw::image::Image< Pixel > const &img, lsst::afw::image::Mask< image::MaskPixel > const &msk, int const flags, StatisticsControl const &sctrl=StatisticsControl()) |
Handle a watered-down front-end to the constructor (no variance) More... | |
template<typename ImageT , typename MaskT , typename VarianceT > | |
Statistics | makeStatistics (ImageT const &img, MaskT const &msk, VarianceT const &var, int const flags, StatisticsControl const &sctrl=StatisticsControl()) |
Handle a straight front-end to the constructor. More... | |
template<typename Pixel > | |
Statistics | makeStatistics (lsst::afw::image::MaskedImage< Pixel > const &mimg, int const flags, StatisticsControl const &sctrl=StatisticsControl()) |
Handle MaskedImages, just pass the getImage() and getMask() values right on through. More... | |
template<typename Pixel > | |
Statistics | makeStatistics (lsst::afw::image::MaskedImage< Pixel > const &mimg, lsst::afw::image::Image< WeightPixel > const &weights, int const flags, StatisticsControl const &sctrl=StatisticsControl()) |
Handle MaskedImages, just pass the getImage() and getMask() values right on through. More... | |
Statistics | makeStatistics (lsst::afw::image::Mask< lsst::afw::image::MaskPixel > const &msk, int const flags, StatisticsControl const &sctrl=StatisticsControl()) |
Specialization to handle Masks. More... | |
template<typename Pixel > | |
Statistics | makeStatistics (lsst::afw::image::Image< Pixel > const &img, int const flags, StatisticsControl const &sctrl=StatisticsControl()) |
The makeStatistics() overload to handle regular (non-masked) Images. More... | |
template<typename EntryT > | |
Statistics | makeStatistics (std::vector< EntryT > const &v, int const flags, StatisticsControl const &sctrl=StatisticsControl()) |
The makeStatistics() overload to handle std::vector<> More... | |
template<typename EntryT > | |
Statistics | makeStatistics (std::vector< EntryT > const &v, std::vector< WeightPixel > const &vweights, int const flags, StatisticsControl const &sctrl=StatisticsControl()) |
The makeStatistics() overload to handle std::vector<> More... | |
template<typename EntryT > | |
Statistics | makeStatistics (lsst::afw::math::MaskedVector< EntryT > const &mv, int const flags, StatisticsControl const &sctrl=StatisticsControl()) |
The makeStatistics() overload to handle lsst::afw::math::MaskedVector<> More... | |
template<typename EntryT > | |
Statistics | makeStatistics (lsst::afw::math::MaskedVector< EntryT > const &mv, std::vector< WeightPixel > const &vweights, int const flags, StatisticsControl const &sctrl=StatisticsControl()) |
The makeStatistics() overload to handle lsst::afw::math::MaskedVector<> More... | |
A class to evaluate image statistics
The basic strategy is to construct a Statistics object from an Image and a statement of what we want to know. The desired results can then be returned using Statistics methods. A StatisticsControl object is used to pass parameters. The statistics currently implemented are listed in the enum Properties in Statistics.h.
// sets NumSigclip (3.0), and NumIter (3) for clipping lsst::afw::math::StatisticsControl sctrl(3.0, 3); sctrl.setNumSigmaClip(4.0); // reset number of standard deviations for N-sigma clipping sctrl.setNumIter(5); // reset number of iterations for N-sigma clipping sctrl.setAndMask(0x1); // ignore pixels with these mask bits set sctrl.setNanSafe(true); // check for NaNs & Infs, a bit slower (default=true) lsst::afw::math::Statistics statobj = lsst::afw::math::makeStatistics(*img, afwMath::NPOINT | afwMath::MEAN | afwMath::MEANCLIP, sctrl); double const n = statobj.getValue(lsst::afw::math::NPOINT); std::pair<double, double> const mean = statobj.getResult(lsst::afw::math::MEAN); // Returns (value, error) double const meanError = statobj.getError(lsst::afw::math::MEAN); // just the error
makeStatistics
, rather that the constructor directly so that the compiler could deduce the types – cf. std::make_pair()
Definition at line 215 of file Statistics.h.
typedef std::pair<double, double> lsst::afw::math::Statistics::Value |
The type used to report (value, error) for desired statistics.
Definition at line 218 of file Statistics.h.
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explicit |
Constructor for Statistics object.
img | Image whose properties we want |
msk | Mask to control which pixels are included |
var | Variances corresponding to values in Image |
flags | Describe what we want to calculate |
sctrl | Control how things are calculated |
getValue
etc. Definition at line 773 of file Statistics.cc.
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explicit |
img | Image whose properties we want |
msk | Mask to control which pixels are included |
var | Variances corresponding to values in Image |
weights | Weights to use corresponding to values in Image |
flags | Describe what we want to calculate |
sctrl | Control how things are calculated |
Definition at line 822 of file Statistics.cc.
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default |
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default |
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defaultnoexcept |
lsst::afw::math::Statistics::Statistics | ( | image::Mask< image::MaskPixel > const & | msk, |
image::Mask< image::MaskPixel > const & | msk2, | ||
image::Mask< image::MaskPixel > const & | var, | ||
int const | flags, | ||
StatisticsControl const & | sctrl | ||
) |
Definition at line 1070 of file Statistics.cc.
Return the error in the desired property (if specified in the constructor)
prop | the afw::math::Property to retrieve. If NOTHING (default) and you only asked for one property in the constructor, that property's error is returned |
Definition at line 1058 of file Statistics.cc.
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inlinenoexcept |
Definition at line 283 of file Statistics.h.
std::pair< double, double > lsst::afw::math::Statistics::getResult | ( | Property const | prop = NOTHING | ) | const |
Return the value and error in the specified statistic (e.g.
MEAN)
prop | the afw::math::Property to retrieve. If NOTHING (default) and you only asked for one property (and maybe its error) in the constructor, that property is returned |
Definition at line 931 of file Statistics.cc.
Return the value of the desired property (if specified in the constructor)
prop | the afw::math::Property to retrieve. If NOTHING (default) and you only asked for one property in the constructor, that property is returned |
Definition at line 1056 of file Statistics.cc.
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default |
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default |
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related |
Handle a straight front-end to the constructor.
Definition at line 366 of file Statistics.h.
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related |
The makeStatistics() overload to handle regular (non-masked) Images.
img | Image (or Image) whose properties we want |
flags | Describe what we want to calculate |
sctrl | Control calculation |
Definition at line 420 of file Statistics.h.
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related |
Handle a watered-down front-end to the constructor (no variance)
Definition at line 354 of file Statistics.h.
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related |
Specialization to handle Masks.
msk | Image (or MaskedImage) whose properties we want |
flags | Describe what we want to calculate |
sctrl | Control how things are calculated |
Definition at line 1113 of file Statistics.cc.
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related |
Handle MaskedImages, just pass the getImage() and getMask() values right on through.
Definition at line 376 of file Statistics.h.
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related |
Handle MaskedImages, just pass the getImage() and getMask() values right on through.
Definition at line 391 of file Statistics.h.
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related |
The makeStatistics() overload to handle lsst::afw::math::MaskedVector<>
mv | MaskedVector |
flags | Describe what we want to calculate |
sctrl | Control calculation |
Definition at line 503 of file Statistics.h.
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related |
The makeStatistics() overload to handle lsst::afw::math::MaskedVector<>
mv | MaskedVector |
vweights | weights |
flags | Describe what we want to calculate |
sctrl | Control calculation |
Definition at line 520 of file Statistics.h.
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related |
The makeStatistics() overload to handle std::vector<>
v | Image (or MaskedImage) whose properties we want |
flags | Describe what we want to calculate |
sctrl | Control calculation |
Definition at line 469 of file Statistics.h.
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related |
The makeStatistics() overload to handle std::vector<>
v | Image (or MaskedImage) whose properties we want |
vweights | Weights |
flags | Describe what we want to calculate |
sctrl | Control calculation |
Definition at line 484 of file Statistics.h.