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DM-10797 Update to use new SourceSelector API #86

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May 15, 2018
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50 changes: 27 additions & 23 deletions python/lsst/ip/diffim/diaCatalogSourceSelector.py
Original file line number Diff line number Diff line change
Expand Up @@ -22,7 +22,6 @@

import numpy as np

from lsst.afw.table import SourceCatalog
from lsst.pipe.base import Struct
import lsst.pex.config as pexConfig
import lsst.afw.display.ds9 as ds9
Expand Down Expand Up @@ -108,7 +107,8 @@ def __call__(self, source):
## @}


class DiaCatalogSourceSelectorTask(measAlg.BaseStarSelectorTask):
@pexConfig.registerConfigurable("diaCatalog", measAlg.sourceSelectorRegistry)
class DiaCatalogSourceSelectorTask(measAlg.BaseSourceSelectorTask):
"""!Select sources for Kernel candidates
@anchor DiaCatalogSourceSelectorTask_
Expand Down Expand Up @@ -166,16 +166,27 @@ def DebugInfo(name):
ConfigClass = DiaCatalogSourceSelectorConfig
usesMatches = True # selectStars uses (requires) its matches argument

def selectStars(self, exposure, sourceCat, matches=None):
"""Select sources for Kernel candidates
@param[in] exposure the exposure containing the sources
@param[in] sourceCat catalog of sources that may be stars (an lsst.afw.table.SourceCatalog)
@param[in] matches a match vector as produced by meas_astrom; required
(defaults to None to match the StarSelector API and improve error handling)
@return an lsst.pipe.base.Struct containing:
- starCat a list of sources to be used as kernel candidates
def selectSources(self, sourceCat, matches=None, exposure=None):
"""Return a selection of sources for Kernel candidates.
Parameters:
-----------
sourceCat : `lsst.afw.table.SourceCatalog`
Catalog of sources to select from.
This catalog must be contiguous in memory.
matches : `list` of `lsst.afw.table.ReferenceMatch`
A match vector as produced by meas_astrom.
exposure : `lsst.afw.image.Exposure` or None
The exposure the catalog was built from; used for debug display.
Return
------
struct : `lsst.pipe.base.Struct`
The struct contains the following data:
- selected : `array` of `bool``
Boolean array of sources that were selected, same length as
sourceCat.
"""
import lsstDebug
display = lsstDebug.Info(__name__).display
Expand All @@ -195,10 +206,8 @@ def selectStars(self, exposure, sourceCat, matches=None):
#
isGoodSource = CheckSource(sourceCat, self.config.fluxLim, self.config.fluxMax, self.config.badFlags)

#
# Go through and find all the acceptable candidates in the catalogue
#
starCat = SourceCatalog(sourceCat.schema)
selected = np.zeros(len(sourceCat), dtype=bool)

if display and displayExposure:
symbs = []
Expand All @@ -209,7 +218,7 @@ def selectStars(self, exposure, sourceCat, matches=None):
refSchema = matches[0][0].schema
rRefFluxField = measAlg.getRefFluxField(refSchema, "r")
gRefFluxField = measAlg.getRefFluxField(refSchema, "g")
for ref, source, d in matches:
for i, (ref, source, d) in enumerate(matches):
if not isGoodSource(source):
if display and displayExposure:
symbs.append("+")
Expand All @@ -233,7 +242,7 @@ def selectStars(self, exposure, sourceCat, matches=None):
isRightType = (self.config.selectStar and isStar) or (self.config.selectGalaxy and not isStar)
isRightVar = (self.config.includeVariable) or (self.config.includeVariable is isVar)
if isRightType and isRightVar and isRightColor:
starCat.append(source)
selected[i] = True
if display and displayExposure:
symbs.append("+")
ctypes.append(ds9.GREEN)
Expand All @@ -253,9 +262,4 @@ def selectStars(self, exposure, sourceCat, matches=None):
if pauseAtEnd:
input("Continue? y[es] p[db] ")

return Struct(
starCat=starCat,
)


measAlg.starSelectorRegistry.register("diacatalog", DiaCatalogSourceSelectorTask)
return Struct(selected=selected)
12 changes: 6 additions & 6 deletions tests/test_diaCatalogSourceSelector.py
Original file line number Diff line number Diff line change
Expand Up @@ -37,7 +37,7 @@ def setUp(self):
schema = afwTable.SourceTable.makeMinimalSchema()
schema.addField("test_flux", type=float)
schema.addField("test_fluxSigma", type=float)
self.sourceSelector = ipDiffim.DiaCatalogSourceSelectorTask(schema=schema)
self.sourceSelector = ipDiffim.DiaCatalogSourceSelectorTask()
for flag in self.sourceSelector.config.badFlags:
schema.addField(flag, type="Flag")
table = afwTable.SourceTable.make(schema)
Expand Down Expand Up @@ -89,17 +89,17 @@ def testCuts(self):
refCat = self.makeRefCatalog()

matches = self.makeMatches(refCat, self.srcCat, nSrc)
sources = self.sourceSelector.selectStars(self.exposure, self.srcCat, matches).starCat
sources = self.sourceSelector.run(self.srcCat, matches=matches, exposure=self.exposure).sourceCat
self.assertEqual(len(sources), nSrc)

# Set one of the source flags to be bad
matches[0].second.set(self.sourceSelector.config.badFlags[0], True)
sources = self.sourceSelector.selectStars(self.exposure, self.srcCat, matches).starCat
sources = self.sourceSelector.run(self.srcCat, matches=matches, exposure=self.exposure).sourceCat
self.assertEqual(len(sources), nSrc-1)

# Set one of the ref flags to be bad
matches[1].first.set("photometric", False)
sources = self.sourceSelector.selectStars(self.exposure, self.srcCat, matches).starCat
sources = self.sourceSelector.run(self.srcCat, matches=matches, exposure=self.exposure).sourceCat
self.assertEqual(len(sources), nSrc-2)

# Set one of the colors to be bad
Expand All @@ -108,13 +108,13 @@ def testCuts(self):
gFluxField = getRefFluxField(refCat.schema, "g")
gFlux = 10**(-0.4 * (grMin - 0.1)) * matches[2].first.get(rFluxField)
matches[2].first.set(gFluxField, gFlux)
sources = self.sourceSelector.selectStars(self.exposure, self.srcCat, matches).starCat
sources = self.sourceSelector.run(self.srcCat, matches=matches, exposure=self.exposure).sourceCat
self.assertEqual(len(sources), nSrc-3)

# Set one of the types to be bad
if self.sourceSelector.config.selectStar and not self.sourceSelector.config.selectGalaxy:
matches[3].first.set("resolved", True)
sources = self.sourceSelector.selectStars(self.exposure, self.srcCat, matches).starCat
sources = self.sourceSelector.run(self.srcCat, matches=matches, exposure=self.exposure).sourceCat
self.assertEqual(len(sources), nSrc-4)


Expand Down