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LSST Data Management Base Package
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Public Member Functions | Static Public Attributes | List of all members
lsst.meas.algorithms.sourceSelector.ColorLimit Class Reference
Inheritance diagram for lsst.meas.algorithms.sourceSelector.ColorLimit:
lsst.meas.algorithms.sourceSelector.BaseLimit

Public Member Functions

 apply (self, catalog)
 

Static Public Attributes

 primary = pexConfig.Field(dtype=str, doc="Name of column with primary flux measurement")
 
 secondary = pexConfig.Field(dtype=str, doc="Name of column with secondary flux measurement")
 

Detailed Description

Select sources using a color limit

This object can be used as a `lsst.pex.config.Config` for configuring
the limit, and then the `apply` method can be used to identify sources
in the catalog that match the configured limit.

We refer to 'primary' and 'secondary' flux measurements; these are the
two components of the color, which is:

    instFluxToMag(cat[primary]) - instFluxToMag(cat[secondary])

Definition at line 201 of file sourceSelector.py.

Member Function Documentation

◆ apply()

lsst.meas.algorithms.sourceSelector.ColorLimit.apply ( self,
catalog )
Apply the color limit to a catalog

Parameters
----------
catalog : Various table formats
    Catalog of sources to which the limit will be applied.
    Supports `lsst.afw.table.SourceCatalog` or `pandas.DataFrame`
    or `astropy.table.Table`

Returns
-------
selected : `numpy.ndarray`
    Boolean array indicating for each source whether it is selected
    (True means selected).

Reimplemented from lsst.meas.algorithms.sourceSelector.BaseLimit.

Definition at line 216 of file sourceSelector.py.

216 def apply(self, catalog):
217 """Apply the color limit to a catalog
218
219 Parameters
220 ----------
221 catalog : Various table formats
222 Catalog of sources to which the limit will be applied.
223 Supports `lsst.afw.table.SourceCatalog` or `pandas.DataFrame`
224 or `astropy.table.Table`
225
226 Returns
227 -------
228 selected : `numpy.ndarray`
229 Boolean array indicating for each source whether it is selected
230 (True means selected).
231 """
232 primary = _getFieldFromCatalog(catalog, self.primary)
233 secondary = _getFieldFromCatalog(catalog, self.secondary)
234
235 primary = (primary*u.nJy).to_value(u.ABmag)
236 secondary = (secondary*u.nJy).to_value(u.ABmag)
237 color = primary - secondary
238 return BaseLimit.apply(self, color)
239
240

Member Data Documentation

◆ primary

lsst.meas.algorithms.sourceSelector.ColorLimit.primary = pexConfig.Field(dtype=str, doc="Name of column with primary flux measurement")
static

Definition at line 213 of file sourceSelector.py.

◆ secondary

lsst.meas.algorithms.sourceSelector.ColorLimit.secondary = pexConfig.Field(dtype=str, doc="Name of column with secondary flux measurement")
static

Definition at line 214 of file sourceSelector.py.


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