Skip to main content
Back to top
Ctrl
+
K
Getting started with the LSST Science Pipelines
Installing the LSST Science Pipelines
Data access and pipeline middleware
lsst.afw.cameraGeom
lsst.afw.coord
More
lsst.afw.detection
lsst.afw.display
lsst.afw.fits
lsst.afw.formatters
lsst.afw.geom
lsst.afw.image
lsst.afw.math
lsst.afw.table
lsst.afw.typehandling
lsst.alert.packet
lsst.analysis.ap
lsst.analysis.tools
lsst.ap.association
lsst.ap.pipe
lsst.ap.verify
lsst.base
lsst.cbp
lsst.cell_coadds
lsst.coadd.utils
lsst.cp.pipe
lsst.ctrl.bps.htcondor
lsst.ctrl.bps.panda
lsst.ctrl.bps.parsl
lsst.ctrl.bps
lsst.ctrl.mpexec
lsst.daf.butler
lsst.dax.apdb
lsst.dax.images.cutout
lsst.display.ds9
lsst.display.firefly
lsst.drp.pipe
lsst.drp.tasks
lsst.faro.base
lsst.faro.measurement
lsst.faro.preparation
lsst.faro.summary
lsst.faro.utils
lsst.faro
lsst.fgcmcal
lsst.gauss2d.fit
lsst.gauss2d
lsst.geom
lsst.ip.diffim
lsst.ip.isr
lsst.jointcal
lsst.log
lsst.meas.algorithms
lsst.meas.astrom
lsst.meas.base
lsst.meas.deblender
lsst.meas.extensions.gaap
lsst.meas.extensions.multiprofit
lsst.meas.extensions.photometryKron
lsst.meas.extensions.piff
lsst.meas.extensions.psfex
lsst.meas.extensions.scarlet
lsst.meas.extensions.shapeHSM
lsst.meas.extensions.simpleShape
lsst.meas.extensions.trailedSources
lsst.meas.modelfit
lsst.meas.transiNet
lsst.modelfit.parameters
lsst.multiprofit
lsst.obs.base
lsst.obs.cfht
lsst.obs.decam
lsst.obs.lsst
lsst.pex.config
lsst.pex.exceptions
lsst.pipe.base
lsst.pipe.tasks
lsst.resources
lsst.sconsUtils
lsst.sdm.tools
lsst.shapelet
lsst.skymap
lsst.source.injection
lsst.utils
lsst.verify
Release History
Known Issues
Characterization Metric Reports
Tasks
Rubin docs
Search
Ctrl
+
K
GitHub
Search
Ctrl
+
K
Getting started with the LSST Science Pipelines
Installing the LSST Science Pipelines
Data access and pipeline middleware
lsst.afw.cameraGeom
lsst.afw.coord
lsst.afw.detection
lsst.afw.display
lsst.afw.fits
lsst.afw.formatters
lsst.afw.geom
lsst.afw.image
lsst.afw.math
lsst.afw.table
lsst.afw.typehandling
lsst.alert.packet
lsst.analysis.ap
lsst.analysis.tools
lsst.ap.association
lsst.ap.pipe
lsst.ap.verify
lsst.base
lsst.cbp
lsst.cell_coadds
lsst.coadd.utils
lsst.cp.pipe
lsst.ctrl.bps.htcondor
lsst.ctrl.bps.panda
lsst.ctrl.bps.parsl
lsst.ctrl.bps
lsst.ctrl.mpexec
lsst.daf.butler
lsst.dax.apdb
lsst.dax.images.cutout
lsst.display.ds9
lsst.display.firefly
lsst.drp.pipe
lsst.drp.tasks
lsst.faro.base
lsst.faro.measurement
lsst.faro.preparation
lsst.faro.summary
lsst.faro.utils
lsst.faro
lsst.fgcmcal
lsst.gauss2d.fit
lsst.gauss2d
lsst.geom
lsst.ip.diffim
lsst.ip.isr
lsst.jointcal
lsst.log
lsst.meas.algorithms
lsst.meas.astrom
lsst.meas.base
lsst.meas.deblender
lsst.meas.extensions.gaap
lsst.meas.extensions.multiprofit
lsst.meas.extensions.photometryKron
lsst.meas.extensions.piff
lsst.meas.extensions.psfex
lsst.meas.extensions.scarlet
lsst.meas.extensions.shapeHSM
lsst.meas.extensions.simpleShape
lsst.meas.extensions.trailedSources
lsst.meas.modelfit
lsst.meas.transiNet
lsst.modelfit.parameters
lsst.multiprofit
lsst.obs.base
lsst.obs.cfht
lsst.obs.decam
lsst.obs.lsst
lsst.pex.config
lsst.pex.exceptions
lsst.pipe.base
lsst.pipe.tasks
lsst.resources
lsst.sconsUtils
lsst.sdm.tools
lsst.shapelet
lsst.skymap
lsst.source.injection
lsst.utils
lsst.verify
Release History
Known Issues
Characterization Metric Reports
Tasks
Rubin docs
GitHub
Section Navigation
Getting Started Guide
Action Types
ApproxFloor
CountAction
CountUniqueAction
DivideScalar
FracInRange
FracNan
FracThreshold
IqrHistAction
MaxAction
MeanAction
MedianAction
MedianHistAction
MinAction
RmsAction
SigmaMadAction
StdevAction
SumAction
ValueAction
AddVector
AngularSeparation
BandSelector
CalcBinnedStatsAction
CalcE
CalcE1
CalcE2
CalcEDiff
CalcMomentSize
CalcRhoStatistics
CalcSn
CoaddPlotFlagSelector
ColorDiff
ColorError
ConstantValue
ConvertFluxToMag
ConvertUnits
CosVector
DivideVector
DownselectVector
ExtendednessSelector
ExtinctionCorrectedMagDiff
FiniteSelector
FlagSelector
FractionalDifference
GalaxySelector
GoodDiaSourceSelector
InjectedClassSelector
InjectedGalaxySelector
InjectedObjectSelector
InjectedStarSelector
IsMatchedObjectSameClass
LoadVector
Log10Vector
MagDiff
MagSelector
MatchedObjectSelector
MatchingFlagSelector
MultiCriteriaDownselectVector
MultiplyVector
PerGroupStatistic
RAcosDec
RaiseFromBaseVector
RaiseToPowerVector
RangeSelector
ReferenceGalaxySelector
ReferenceObjectSelector
ReferenceStarSelector
ResidualWithPerGroupStatistic
SelectorBase
SetSelector
SinVector
SkyObjectSelector
SkySourceSelector
SnSelector
SqrtVector
SquareVector
StarSelector
SubtractVector
ThresholdSelector
TreecorrConfig
UnknownSelector
VectorSelector
VisitPlotFlagSelector
AddComputedVector
CalcBinnedCompletenessAction
CalcCompletenessHistogramAction
CalcRelativeDistances
ChainedKeyedDataActions
KeyedDataKeyAccessAction
KeyedDataSelectorAction
KeyedDataUnitAccessAction
KeyedScalars
MagnitudeCompletenessConfig
StellarLocusFitAction
Plot Types
Asinh
BarPlot
CoaddDepthPlot
ColorColorFitPlot
CompletenessHist
DiaSkyPlot
FocalPlaneGeometryPlot
FocalPlanePlot
GridPanelConfig
GridPlot
HistPlot
InterpolateDetectorMetricPlot
Linear
MatrixPlot
Med2Mad
MinMax
MultiVisitCoveragePlot
PerTractPropertyMapPlot
Perc
RhoStatisticsPlot
ScatterPlotWithTwoHists
SkyPlot
SurveyWidePropertyMapPlot
WholeSkyPlot
WholeTractImage
XYPlot
FAQs
Detailed Package Layout
cos
divide
fluxToMag
getPatchCorners
getTractCorners
http_client
isPercent
nanMax
nanMean
nanMedian
nanMin
nanSigmaMad
nanStd
power
sigmaMad
sin
sqrt
filterwarnings_action
numpy_all_nan
numpy_all_nan_slice
numpy_divide_zero_divide
numpy_divide_zero_log
numpy_divide_zero_log10
numpy_dof_zero
numpy_invalid_value_cos
numpy_invalid_value_divide
numpy_invalid_value_log
numpy_invalid_value_log10
numpy_invalid_value_scalar_divide
numpy_invalid_value_sin
numpy_invalid_value_sqrt
numpy_invalid_value_subtract
numpy_mean_empty
Asinh
BarPanel
BarPlot
CoaddDepthPlot
ColorColorFitPlot
CompletenessHist
DiaSkyPanel
DiaSkyPlot
FocalPlaneGeometryPlot
FocalPlanePlot
GridPanelConfig
GridPlot
HistPanel
HistPlot
HistStatsPanel
InterpolateDetectorMetricPlot
Linear
MatrixPlot
Med2Mad
MinMax
MultiVisitCoveragePlot
PerTractPropertyMapPlot
Perc
RhoStatisticsPlot
ScatterPlotStatsAction
ScatterPlotWithTwoHists
SkyPlot
SurveyWidePropertyMapPlot
WholeSkyPlot
WholeTractImage
XYPlot
ApproxFloor
CountAction
CountUniqueAction
DivideScalar
FracInRange
FracNan
FracThreshold
IqrHistAction
MaxAction
MeanAction
MedianAction
MedianHistAction
MinAction
RmsAction
SigmaMadAction
StdevAction
SumAction
ValueAction
AddVector
AngularSeparation
BandSelector
CalcBinnedStatsAction
CalcE
CalcE1
CalcE2
CalcEDiff
CalcMomentSize
CalcRhoStatistics
CalcSn
CoaddPlotFlagSelector
ColorDiff
ColorError
ConstantValue
ConvertFluxToMag
ConvertUnits
CosVector
DivideVector
DownselectVector
ExtendednessSelector
ExtinctionCorrectedMagDiff
FiniteSelector
FlagSelector
FractionalDifference
GalaxySelector
GoodDiaSourceSelector
InjectedClassSelector
InjectedGalaxySelector
InjectedObjectSelector
InjectedStarSelector
IsMatchedObjectSameClass
LoadVector
Log10Vector
MagDiff
MagSelector
MatchedObjectSelector
MatchingFlagSelector
MultiCriteriaDownselectVector
MultiplyVector
PerGroupStatistic
RAcosDec
RaiseFromBaseVector
RaiseToPowerVector
RangeSelector
ReferenceGalaxySelector
ReferenceObjectSelector
ReferenceStarSelector
ResidualWithPerGroupStatistic
SelectorBase
SetSelector
SinVector
SkyObjectSelector
SkySourceSelector
SnSelector
SqrtVector
SquareVector
StarSelector
SubtractVector
ThresholdSelector
TreecorrConfig
UnknownSelector
VectorSelector
VisitPlotFlagSelector
AddComputedVector
CalcBinnedCompletenessAction
CalcCompletenessHistogramAction
CalcRelativeDistances
ChainedKeyedDataActions
KeyedDataKeyAccessAction
KeyedDataSelectorAction
KeyedDataUnitAccessAction
KeyedScalars
MagnitudeCompletenessConfig
StellarLocusFitAction
AmpToAmpCorrelationAnalysisConfig
AmpToAmpCorrelationAnalysisTask
AssocDiaFakesDetectorVisitAnalysisConfig
AssocDiaFakesDetectorVisitAnalysisTask
AssocDiaFakesVisitAnalysisConfig
AssocDiaFakesVisitAnalysisTask
AssocDiaSrcDetectorVisitAnalysisConfig
AssocDiaSrcDetectorVisitAnalysisTask
AssociatedSourcesTractAnalysisConfig
AssociatedSourcesTractAnalysisTask
AstrometricCatalogMatchConfig
AstrometricCatalogMatchTask
AstrometricCatalogMatchVisitConfig
AstrometricCatalogMatchVisitTask
CalexpSummaryAnalysisConfig
CalexpSummaryAnalysisTask
CatalogMatchConfig
CatalogMatchTask
CcdVisitTableAnalysisConfig
CcdVisitTableAnalysisTask
CoaddDepthSummaryConfig
CoaddDepthSummaryPlotConfig
CoaddDepthSummaryPlotTask
CoaddDepthSummaryTask
CoaddDepthTableTractAnalysisConfig
CoaddDepthTableTractAnalysisConnections
CoaddDepthTableTractAnalysisTask
ConsolidateResourceUsageConfig
ConsolidateResourceUsageConnections
ConsolidateResourceUsageTask
DatasetMetadataAnalysisTask
DiaFakesDetectorVisitAnalysisConfig
DiaFakesDetectorVisitAnalysisTask
DiaFakesVisitAnalysisConfig
DiaFakesVisitAnalysisTask
DiaObjectDetectorVisitAnalysisConfig
DiaObjectDetectorVisitAnalysisConnections
DiaObjectDetectorVisitAnalysisTask
DiaSourceDetectorVisitAnalysisConfig
DiaSourceDetectorVisitAnalysisConnections
DiaSourceDetectorVisitAnalysisTask
DiaSourceTableTractAnalysisConfig
DiaSourceTableTractAnalysisTask
DiffMatchedAnalysisConfig
DiffMatchedAnalysisTask
DiffimDetectorVisitMetricsAnalysisConfig
DiffimDetectorVisitMetricsAnalysisTask
DiffimDetectorVisitSpatiallySampledPlotsConfig
DiffimDetectorVisitSpatiallySampledPlotsTask
GatherResourceUsageConfig
GatherResourceUsageConnections
GatherResourceUsageTask
InjectedObjectAnalysisConfig
InjectedObjectAnalysisTask
MakeBinnedCoaddConfig
MakeBinnedCoaddTask
MakeDiffimKernelQuiverPlotVisitConfig
MakeDiffimKernelQuiverPlotVisitTask
MakeMetricTableConfig
MakeMetricTableTask
MakeTractPostageStampConfig
MakeTractPostageStampTask
MetadataAnalysisConfig
MetadataExposureDetectorAnalysisConfig
MetadataExposureDetectorAnalysisTask
MetricAnalysisConfig
MetricAnalysisTask
ObjectEpochTableConfig
ObjectEpochTableTask
ObjectTableSurveyAnalysisTask
ObjectTableTractAnalysisConfig
ObjectTableTractAnalysisConnections
ObjectTableTractAnalysisTask
PerTractPropertyMapAnalysisConfig
PerTractPropertyMapAnalysisTask
PhotometricCatalogMatchConfig
PhotometricCatalogMatchTask
RefCatObjectAnalysisConfig
RefCatObjectAnalysisTask
RefCatObjectPhotometricAnalysisConfig
RefCatObjectPhotometricAnalysisTask
RefCatSourceAnalysisConfig
RefCatSourceAnalysisTask
RefCatSourcePhotometricAnalysisConfig
RefCatSourcePhotometricAnalysisTask
ResourceUsageQuantumGraphBuilder
SourceObjectTableAnalysisConfig
SourceObjectTableAnalysisTask
SourceTableVisitAnalysisConfig
SourceTableVisitAnalysisTask
SurveyWidePropertyMapAnalysisConfig
SurveyWidePropertyMapAnalysisTask
TaskMetadataAnalysisTask
TrailedDiaSrcDetectorVisitAnalysisConfig
TrailedDiaSrcDetectorVisitAnalysisTask
VerifyBiasResultsAnalysisConfig
VerifyBiasResultsAnalysisConnections
VerifyBiasResultsAnalysisTask
VerifyCalibAnalysisConfig
VerifyCalibAnalysisConfigByFilter
VerifyCalibAnalysisTask
VerifyCalibAnalysisTaskByFilter
VerifyCalibDetectorConfig
VerifyCalibDetectorConfigByFilter
VerifyCalibDetectorTask
VerifyCalibDetectorTaskByFilter
WholeSkyAnalysisConfig
WholeSkyAnalysisTask
WholeTractImageAnalysisConfig
WholeTractImageAnalysisTask
lsst.analysis.tools
<no title>
On this page
Edit on GitHub
