<html><head><meta http-equiv="Content-Type" content="text/html charset=utf-8"></head><body style="word-wrap: break-word; -webkit-nbsp-mode: space; -webkit-line-break: after-white-space;" class="">I am trying to use DM Stack detect and analyze in object in a small postage stamp (see attached example, log scale). I know I can use lsst.afw.detection.Threshold() with lsst.afw.detection.FootprintSet() to create a footprint for the detected object. But I also (first) tried lsst.meas.algorithms.SourceDetectionTask(config=detectSourcesConfig, "other args") with config set as:<div class=""><br class=""><div class="">detectSourcesConfig = measAlg.SourceDetectionConfig(thresholdType='value’)</div><div class="">or</div><div class="">detectSourcesConfig = measAlg.SourceDetectionConfig(thresholdType='value',thresholdValue=0)</div><div class=""><br class=""></div><div class="">and got the error at the end of this email. I am not entirely sure how to parse this error statement, but if I had to guess: no objects are being detected because it is trying to estimate the background based on this stamp which contains primary just the object thus when it does image - background there is nothing above threshold left to detect. Or it chokes when trying to estimate the background.</div><div class=""><div class=""><br class=""></div><div class="">Is there an option to run lsst.meas.algorithms.SourceDetectionTask with the background estimation/ subtraction process turned off? For example when detecting objects on an image that already has the background subtracted. Perhaps the only option is to stick with the detection.FootprintSet method. </div><div class=""><br class=""></div><div class="">Thanks,</div><div class="">Will</div><div class=""><br class=""><div class=""><br class=""></div><div class=""> <img apple-inline="yes" id="15F5C5ED-D1D5-471E-8321-0F3C1855D555" height="252" width="303" apple-width="yes" apple-height="yes" src="cid:07C12B78-8C24-473E-AF09-D46481010D52@physics.ucdavis.edu" class=""></div></div><div class=""><br class=""></div><div class=""><pre style="box-sizing: border-box; overflow: auto; font-size: 14px; padding: 0px; margin-top: 0px; margin-bottom: 0px; line-height: 17.000059127807617px; word-break: break-all; word-wrap: break-word; border: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; border-bottom-right-radius: 0px; border-bottom-left-radius: 0px; white-space: pre-wrap; vertical-align: baseline;" class=""><span class="ansired" style="box-sizing: border-box; color: rgb(139, 0, 0);">---------------------------------------------------------------------------</span>
<span class="ansired" style="box-sizing: border-box; color: rgb(139, 0, 0);">InvalidParameterError</span> Traceback (most recent call last)
<span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);"><ipython-input-66-d08d86b9540f></span> in <span class="ansicyan" style="box-sizing: border-box; color: rgb(70, 130, 180);"><module><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">()</span>
<span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);"> 2</span> <span class="ansired" style="box-sizing: border-box; color: rgb(139, 0, 0);"># catalog atually stores stuff)</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span>
<span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);"> 3</span> table <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">=</span> afwTable<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">.</span>SourceTable<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">.</span>make<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">(</span>schema<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">)</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span>
<span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);">----> 4<span class="ansired" style="box-sizing: border-box; color: rgb(139, 0, 0);"> </span>catalog <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">=</span> detect<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">.</span>makeSourceCatalog<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">(</span>table<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">,</span> exposure<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">,</span> sigma<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">=</span><span class="ansicyan" style="box-sizing: border-box; color: rgb(70, 130, 180);">3</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">)</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span>
<span class="ansigreen" style="box-sizing: border-box;">/Users/dawson/lsst/DarwinX86/pipe_base/10.0+2/python/lsst/pipe/base/timer.pyc</span> in <span class="ansicyan" style="box-sizing: border-box; color: rgb(70, 130, 180);">wrapper<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">(self, *args, **keyArgs)</span>
<span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);"> 116</span> logInfo<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">(</span>obj <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">=</span> self<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">,</span> prefix <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">=</span> func<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">.</span>__name__ <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">+</span> <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">"Start"</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">)</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span>
<span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);"> 117</span> <span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);">try</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">:</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span>
<span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);">--> 118<span class="ansired" style="box-sizing: border-box; color: rgb(139, 0, 0);"> </span>res <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">=</span> func<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">(</span>self<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">,</span> <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">*</span>args<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">,</span> <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">**</span>keyArgs<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">)</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span>
<span class="ansigreen" style="box-sizing: border-box;"> 119</span> <span class="ansigreen" style="box-sizing: border-box;">finally</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">:</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span>
<span class="ansigreen" style="box-sizing: border-box;"> 120</span> logInfo<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">(</span>obj <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">=</span> self<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">,</span> prefix <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">=</span> func<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">.</span>__name__ <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">+</span> <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">"End"</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">)</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span>
<span class="ansigreen" style="box-sizing: border-box;">/Users/dawson/lsst/DarwinX86/meas_algorithms/10.0+2/python/lsst/meas/algorithms/detection.pyc</span> in <span class="ansicyan" style="box-sizing: border-box; color: rgb(70, 130, 180);">run<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">(self, table, exposure, doSmooth, sigma, clearMask)</span>
<span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);"> 313</span> <span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);">raise</span> ValueError<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">(</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">"Table has incorrect Schema"</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">)</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span>
<span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);"> 314</span> fpSets = self.detectFootprints(exposure=exposure, doSmooth=doSmooth, sigma=sigma,
<span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);">--> 315<span class="ansired" style="box-sizing: border-box; color: rgb(139, 0, 0);"> clearMask=clearMask)
</span><span class="ansigreen" style="box-sizing: border-box;"> 316</span> sources <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">=</span> afwTable<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">.</span>SourceCatalog<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">(</span>table<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">)</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span>
<span class="ansigreen" style="box-sizing: border-box;"> 317</span> table<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">.</span>preallocate<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">(</span>fpSets<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">.</span>numPos <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">+</span> fpSets<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">.</span>numNeg<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">)</span> <span class="ansired" style="box-sizing: border-box; color: rgb(139, 0, 0);"># not required, but nice</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span>
<span class="ansigreen" style="box-sizing: border-box;">/Users/dawson/lsst/DarwinX86/pipe_base/10.0+2/python/lsst/pipe/base/timer.pyc</span> in <span class="ansicyan" style="box-sizing: border-box; color: rgb(70, 130, 180);">wrapper<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">(self, *args, **keyArgs)</span>
<span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);"> 116</span> logInfo<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">(</span>obj <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">=</span> self<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">,</span> prefix <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">=</span> func<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">.</span>__name__ <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">+</span> <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">"Start"</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">)</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span>
<span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);"> 117</span> <span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);">try</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">:</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span>
<span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);">--> 118<span class="ansired" style="box-sizing: border-box; color: rgb(139, 0, 0);"> </span>res <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">=</span> func<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">(</span>self<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">,</span> <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">*</span>args<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">,</span> <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">**</span>keyArgs<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">)</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span>
<span class="ansigreen" style="box-sizing: border-box;"> 119</span> <span class="ansigreen" style="box-sizing: border-box;">finally</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">:</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span>
<span class="ansigreen" style="box-sizing: border-box;"> 120</span> logInfo<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">(</span>obj <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">=</span> self<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">,</span> prefix <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">=</span> func<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">.</span>__name__ <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">+</span> <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">"End"</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">)</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span>
<span class="ansigreen" style="box-sizing: border-box;">/Users/dawson/lsst/DarwinX86/meas_algorithms/10.0+2/python/lsst/meas/algorithms/detection.pyc</span> in <span class="ansicyan" style="box-sizing: border-box; color: rgb(70, 130, 180);">detectFootprints<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">(self, exposure, doSmooth, sigma, clearMask)</span>
<span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);"> 443</span> fpSets<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">.</span>background <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">=</span> bkgd<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span>
<span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);"> 444</span> self<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">.</span>log<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">.</span>log<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">(</span>self<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">.</span>log<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">.</span>INFO<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">,</span> <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">"Resubtracting the background after object detection"</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">)</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span>
<span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);">--> 445<span class="ansired" style="box-sizing: border-box; color: rgb(139, 0, 0);"> </span>mi <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">-=</span> bkgd<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">.</span>getImageF<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">(</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">)</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span>
<span class="ansigreen" style="box-sizing: border-box;"> 446</span> <span class="ansigreen" style="box-sizing: border-box;">del</span> mi<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span>
<span class="ansigreen" style="box-sizing: border-box;"> 447</span> <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span>
<span class="ansigreen" style="box-sizing: border-box;">/Users/dawson/lsst/DarwinX86/afw/10.0+3/python/lsst/afw/math/mathLib.pyc</span> in <span class="ansicyan" style="box-sizing: border-box; color: rgb(70, 130, 180);">getImageF<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">(self, *args)</span>
<span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);"> 5736</span> getImageF<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">(</span>Background self<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">)</span> <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">-</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">></span> boost<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">:</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">:</span>shared_ptr<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"><</span> lsst<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">:</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">:</span>afw<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">:</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">:</span>image<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">:</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">:</span>Image<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"><</span> float <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">></span> <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">></span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span>
<span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);"> 5737</span> """
<span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);">-> 5738<span class="ansired" style="box-sizing: border-box; color: rgb(139, 0, 0);"> <span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);">return</span> _mathLib<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">.</span>Background_getImageF<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">(</span>self<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">,</span> <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">*</span>args<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">)</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span>
<span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);"> 5739</span> <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span>
<span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);"> 5740</span> <span class="ansigreen" style="box-sizing: border-box; color: rgb(0, 100, 0);">def</span> getImageI<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">(</span>self<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">,</span> <span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">*</span>args<span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">)</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);">:</span><span class="ansiblue" style="box-sizing: border-box; color: rgb(0, 0, 139);"></span>
<span class="ansired" style="box-sizing: border-box;">InvalidParameterError</span>:
File "src/math/<a href="http://Interpolate.cc" class="">Interpolate.cc</a>", line 60, in std::pair<std::vector<double>, std::vector<double> > lsst::afw::math::(anonymous namespace)::recenter(const std::vector<double> &, const std::vector<double> &)
You must provide at least 1 point {0}
File "src/math/<a href="http://BackgroundMI.cc" class="">BackgroundMI.cc</a>", line 196, in void lsst::afw::math::BackgroundMI::_setGridColumns(const Interpolate::Style, const lsst::afw::math::UndersampleStyle, const int, const std::vector<int> &) const
setting _gridcolumns {1}
lsst::pex::exceptions::InvalidParameterError: 'You must provide at least 1 point {0}; setting _gridcolumns {1}'
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