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LSST Data Management Base Package
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Static Public Attributes | List of all members
lsst.pipe.tasks.multiBandUtils.CullPeaksConfig Class Reference
Inheritance diagram for lsst.pipe.tasks.multiBandUtils.CullPeaksConfig:
lsst.pex.config.config.Config lsst.pex.config.config.ConfigMeta

Static Public Attributes

 nBandsSufficient
 
 rankSufficient
 
 rankConsidered
 
 rankNormalizedConsidered
 

Detailed Description

Configuration for culling garbage peaks after merging footprints.

Peaks may also be culled after detection or during deblending; this configuration object
only deals with culling after merging Footprints.

These cuts are based on three quantities:
 - nBands: the number of bands in which the peak was detected
 - peakRank: the position of the peak within its family, sorted from brightest to faintest.
 - peakRankNormalized: the peak rank divided by the total number of peaks in the family.

The formula that identifie peaks to cull is:

  nBands < nBandsSufficient
    AND (rank >= rankSufficient)
    AND (rank >= rankConsider OR rank >= rankNormalizedConsider)

To disable peak culling, simply set nBandsSufficient=1.

Definition at line 27 of file multiBandUtils.py.

Member Data Documentation

◆ nBandsSufficient

lsst.pipe.tasks.multiBandUtils.CullPeaksConfig.nBandsSufficient
static
Initial value:
= RangeField(dtype=int, default=2, min=1,
doc="Always keep peaks detected in this many bands")

Definition at line 46 of file multiBandUtils.py.

◆ rankConsidered

lsst.pipe.tasks.multiBandUtils.CullPeaksConfig.rankConsidered
static
Initial value:
= RangeField(dtype=int, default=30, min=1,
doc=("Keep peaks with less than this rank that also match the "
"rankNormalizedConsidered condition."))

Definition at line 50 of file multiBandUtils.py.

◆ rankNormalizedConsidered

lsst.pipe.tasks.multiBandUtils.CullPeaksConfig.rankNormalizedConsidered
static
Initial value:
= RangeField(dtype=float, default=0.7, min=0.0,
doc=("Keep peaks with less than this normalized rank that"
" also match the rankConsidered condition."))

Definition at line 53 of file multiBandUtils.py.

◆ rankSufficient

lsst.pipe.tasks.multiBandUtils.CullPeaksConfig.rankSufficient
static
Initial value:
= RangeField(dtype=int, default=20, min=1,
doc="Always keep this many peaks in each family")

Definition at line 48 of file multiBandUtils.py.


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