Created
March 8, 2016 23:26
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The DM incantation used to process a GalSim grid of blended pairs of objects.
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#!/usr/bin/env python | |
# | |
# LSST Data Management System | |
# Copyright 2015 AURA/LSST | |
# | |
# This product includes software developed by the | |
# LSST Project (http://www.lsst.org/). | |
# | |
# This program is free software: you can redistribute it and/or modify | |
# it under the terms of the GNU General Public License as published by | |
# the Free Software Foundation, either version 3 of the License, or | |
# (at your option) any later version. | |
# | |
# This program is distributed in the hope that it will be useful, | |
# but WITHOUT ANY WARRANTY; without even the implied warranty of | |
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the | |
# GNU General Public License for more details. | |
# | |
# You should have received a copy of the LSST License Statement and | |
# the GNU General Public License along with this program. If not, | |
# see <http://www.lsstcorp.org/LegalNotices/>. | |
# | |
import argparse | |
import glob | |
import math | |
import sys | |
import os.path | |
import numpy | |
import pyfits | |
import lsst.meas.base as measBase | |
import lsst.afw.geom as afwGeom | |
import lsst.afw.math as afwMath | |
import lsst.afw.table as afwTable | |
import lsst.afw.image as afwImage | |
import lsst.meas.algorithms as measAlg | |
from lsst.pipe.tasks.processCcd import ProcessCcdTask | |
""" | |
""" | |
def runProcess(fitsFile): | |
exposure = afwImage.ExposureF.readFits(fitsFile) | |
kernel = afwMath.FixedKernel(afwImage.ImageD.readFits("psf_fixed.fits")) | |
exposure.setPsf(measAlg.KernelPsf(kernel)) | |
CD = numpy.array([[5.55E-5, 0.0], [0.0, 5.55E-5]]) | |
crpix = afwGeom.Point2D(0.0,0.0) | |
crval = afwGeom.Point2D(0.0,0.0) | |
exposure.setWcs(afwImage.Wcs(crval, crpix, CD)) | |
exposure.getMaskedImage().getVariance().set(100) | |
config = ProcessCcdTask.ConfigClass() | |
config.doCalibrate = False | |
config.doDetection = True | |
config.doDeblend = True | |
config.doMeasurement = True | |
config.doWriteCalibrate = False | |
config.persistBackgroundModel = False | |
config.doWriteCalibrateMatches = False | |
config.doWriteSources = False | |
config.doWriteSourceMatches = False | |
config.doWriteHeavyFootprintsInSources = False | |
config.measurement.slots.centroid = "base_GaussianCentroid" | |
config.measurement.slots.shape = None | |
config.measurement.slots.psfFlux = "base_PsfFlux" | |
config.measurement.slots.apFlux = None | |
config.measurement.slots.instFlux = None | |
config.measurement.slots.modelFlux = None | |
config.measurement.doReplaceWithNoise = False | |
config.measurement.doApplyApCorr = "no" | |
config.measurement.plugins.names = ["base_GaussianCentroid", "base_PsfFlux"] | |
processTask = ProcessCcdTask(name="xyzzy", config=config) | |
result = processTask.process(None, exposure) | |
result.sources.writeFits("sources.fits") | |
result.exposure.writeFits("exposure.fits") | |
if __name__ == "__main__": | |
parser = argparse.ArgumentParser() | |
parser.add_argument("fitsFile", type=str, help="Name of file to process", default=None) | |
args = parser.parse_args() | |
runProcess(args.fitsFile) |
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It was pointed out the
config.measurement.doReplaceWithNoise = False
should be changed to: