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Date: 2024-10-10 19:51:30 Functions: 0 19 0.0 %

          Line data    Source code
       1             : // -*- C++ -*-
       2             : //# VLAIlluminationConvFunc.cc: Implementation for VLAIlluminationConvFunc
       3             : //# Copyright (C) 1996,1997,1998,1999,2000,2002
       4             : //# Associated Universities, Inc. Washington DC, USA.
       5             : //#
       6             : //# This library is free software; you can redistribute it and/or modify it
       7             : //# under the terms of the GNU Library General Public License as published by
       8             : //# the Free Software Foundation; either version 2 of the License, or (at your
       9             : //# option) any later version.
      10             : //#
      11             : //# This library is distributed in the hope that it will be useful, but WITHOUT
      12             : //# ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
      13             : //# FITNESS FOR A PARTICULAR PURPOSE.  See the GNU Library General Public
      14             : //# License for more details.
      15             : //#
      16             : //# You should have received a copy of the GNU Library General Public License
      17             : //# along with this library; if not, write to the Free Software Foundation,
      18             : //# Inc., 675 Massachusetts Ave, Cambridge, MA 02139, USA.
      19             : //#
      20             : //# Correspondence concerning AIPS++ should be adressed as follows:
      21             : //#        Internet email: casa-feedback@nrao.edu.
      22             : //#        Postal address: AIPS++ Project Office
      23             : //#                        National Radio Astronomy Observatory
      24             : //#                        520 Edgemont Road
      25             : //#                        Charlottesville, VA 22903-2475 USA
      26             : //#
      27             : //#
      28             : //# $Id$
      29             : 
      30             : #define USETABLES 1
      31             : #include <synthesis/TransformMachines2/VLACalcIlluminationConvFunc.h>
      32             : #include <casacore/coordinates/Coordinates/DirectionCoordinate.h>
      33             : #include <casacore/coordinates/Coordinates/SpectralCoordinate.h>
      34             : #include <casacore/coordinates/Coordinates/LinearCoordinate.h>
      35             : #include <casacore/coordinates/Coordinates/StokesCoordinate.h>
      36             : #include <synthesis/TransformMachines2/Utils.h>
      37             : #include <synthesis/TransformMachines/SynthesisError.h>
      38             : #include <casacore/ms/MeasurementSets/MSColumns.h>
      39             : #include <casacore/lattices/LEL/LatticeExpr.h>
      40             : #include <casacore/lattices/LatticeMath/LatticeFFT.h>
      41             : #include <casacore/images/Images/ImageRegrid.h>
      42             : #include <casacore/images/Images/PagedImage.h>
      43             : #include <casacore/casa/Arrays/ArrayMath.h>
      44             : #include <casacore/casa/Utilities/Assert.h>
      45             : #include <casacore/casa/OS/File.h>
      46             : #include <fstream>
      47             : #include <sstream>
      48             : #include <casacore/casa/OS/Timer.h>
      49             : #include <msvis/MSVis/VisibilityIterator2.h>
      50             : using namespace casacore;
      51             : namespace casa{
      52             :   namespace refim{
      53             :   //
      54             :   //------------------------------------------------------------------------
      55             :   //
      56           0 :   VLACalcIlluminationConvFunc::VLACalcIlluminationConvFunc():
      57           0 :     IlluminationConvFunc(),convFunc_p(),resolution(),pbRead_p(false),freq_p(0),lastPA(0),ap()
      58             :   {
      59             : 
      60           0 :     LogIO logIO(LogOrigin("VLACalcIlluminationConvFunc","ctor"));
      61           0 :     ap.oversamp = 3;
      62           0 :     ap.x0=-13.0; ap.y0=-13.0;
      63           0 :     ap.dx=0.5; ap.dy=0.5;
      64             : 
      65           0 :     ap.nx=ap.ny=104;
      66           0 :     ap.pa=lastPA=18000000;
      67           0 :     ap.freq=1.4;
      68           0 :     ap.band = BeamCalc_VLA_L;
      69             :     //    IPosition shape(4,ap.nx,ap.ny,4,1);
      70           0 :     IPosition shape(4,ap.nx,ap.ny,1,1);//Set poln. axis to be
      71             :                                        //degenerate (len=1).  This is
      72             :                                        //set to 2 if cross-hand
      73             :                                        //functions are requested.
      74           0 :     ap.aperture = new TempImage<Complex> ();
      75             : 
      76           0 :     if (maximumCacheSize() > 0) ap.aperture->setMaximumCacheSize(maximumCacheSize());
      77           0 :     ap.aperture->resize(shape);
      78             : 
      79           0 :   }
      80             : 
      81             : 
      82           0 :   CoordinateSystem VLACalcIlluminationConvFunc::makeUVCoords(const CoordinateSystem& imageCoordSys,
      83             :                                                              const IPosition& shape,
      84             :                                                              Double /*refFreq*/)
      85             :   {
      86           0 :     CoordinateSystem FTCoords = imageCoordSys;
      87           0 :     Int dirIndex=FTCoords.findCoordinate(Coordinate::LINEAR);
      88             : 
      89             :     // If LINEAR axis is found, assume that the coordsys is alread in FT domain
      90           0 :     if (dirIndex >= 0) return FTCoords; 
      91             : 
      92           0 :     dirIndex=FTCoords.findCoordinate(Coordinate::DIRECTION);
      93             :     //cerr << "DIRIndex " << dirIndex << " shape " << shape << endl;
      94           0 :     DirectionCoordinate dc=imageCoordSys.directionCoordinate(dirIndex);
      95           0 :     Vector<Bool> axes(2); axes=true;
      96           0 :     Vector<Int> dirShape(2); dirShape(0)=shape(0);dirShape(1)=shape(1);
      97           0 :     Coordinate* FTdc=dc.makeFourierCoordinate(axes,dirShape);
      98             :     // if (refFreq > 0)
      99             :     //   {
     100             :     //  Int index1 = FTCoords.findCoordinate(Coordinate::SPECTRAL);
     101             :     //  SpectralCoordinate SpC = FTCoords.spectralCoordinate(index1);
     102             :     //  Vector<Double> refVal = SpC.referenceValue();
     103             :     //  refVal = refFreq;
     104             :     //  SpC.setReferenceValue(refVal);
     105             :     //   }
     106             : 
     107           0 :     FTCoords.replaceCoordinate(*FTdc,dirIndex);
     108           0 :     delete FTdc;
     109             : 
     110           0 :     return FTCoords;
     111           0 :   }
     112             :   
     113             : //  CoordinateSystem VLACalcIlluminationConvFunc::makeJonesCoords(CoordinateSystem& imageCoordsys)
     114             : //
     115             : //
     116             :   //----------------------------------------------------------------------
     117             :   // Write PB to the pbImage
     118             :   //
     119           0 :   void VLACalcIlluminationConvFunc::applyPB(ImageInterface<Float>& /*pbImage*/,
     120             :                                             //const VisBuffer2& vb, 
     121             :                                             Double& /*pa*/,
     122             :                                             const Vector<Float>& /*paList*/, 
     123             :                                             Int /*bandID*/, Bool /*doSquint*/)
     124             :   {
     125           0 :     throw(AipsError("applyPB(paList) called!"));
     126             :     // CoordinateSystem skyCS(pbImage.coordinates());
     127             :     // IPosition skyShape(pbImage.shape());
     128             :     // TempImage<Complex> uvGrid;
     129             :     // if (maximumCacheSize() > 0) uvGrid.setMaximumCacheSize(maximumCacheSize());
     130             :     // //    regridAperture(skyCS, skyShape, uvGrid, vb, paList, false, bandID);
     131             :     // regridAperture(skyCS, skyShape, uvGrid, pa, paList, doSquint, bandID);
     132             : 
     133             :     // fillPB(*(ap.aperture),pbImage);
     134             :   }
     135           0 :   void VLACalcIlluminationConvFunc::applyPB(ImageInterface<Float>& pbImage,
     136             :                                             //const VisBuffer2& vb, 
     137             :                                             Double& pa,
     138             :                                             Int bandID,
     139             :                                             Bool doSquint, Double freqVal)
     140             :   {
     141           0 :     CoordinateSystem skyCS(pbImage.coordinates());
     142           0 :     IPosition skyShape(pbImage.shape());
     143             : 
     144           0 :     TempImage<Complex> uvGrid;
     145           0 :     if (maximumCacheSize() > 0) uvGrid.setMaximumCacheSize(maximumCacheSize());
     146             :     //    regridAperture(skyCS, skyShape, uvGrid, vb,false, bandID);
     147           0 :     regridAperture(skyCS, skyShape, uvGrid, pa, doSquint, bandID, 0, freqVal);
     148           0 :     fillPB(*(ap.aperture),pbImage);
     149           0 :   }
     150           0 :   void VLACalcIlluminationConvFunc::applyPB(ImageInterface<Complex>& pbImage, 
     151             :                                             //const VisBuffer2& vb,
     152             :                                             Double& pa,
     153             :                                             Bool doSquint, Int bandID,Int muellerTerm, Double freqVal)
     154             :   {
     155           0 :     CoordinateSystem skyCS(pbImage.coordinates());
     156           0 :     IPosition skyShape(pbImage.shape()); 
     157             : //    cout<<"M = "<<muellerTerm<<"\n";
     158             : //    cout<<"bandID = "<<bandID<<"\n";
     159             : //    cout<<"doSquint = "<<doSquint<<"\n";
     160           0 :     TempImage<Complex> uvGrid;
     161             : 
     162           0 :     if (maximumCacheSize() > 0) uvGrid.setMaximumCacheSize(maximumCacheSize());
     163             :     //    regridAperture(skyCS, skyShape, uvGrid, vb, true, bandID);
     164           0 :     Int index= skyCS.findCoordinate(Coordinate::SPECTRAL);
     165           0 :     SpectralCoordinate spCS = skyCS.spectralCoordinate(index);
     166             : //    cout<<"Ref Freq for sky jones is :"<<spCS.referenceValue()(0);
     167             :     // index=skyCS.findCoordinate(Coordinate::DIRECTION);
     168             :     // AlwaysAssert(index>=0, AipsError);
     169             :     
     170           0 :     regridAperture(skyCS, skyShape, uvGrid, pa, doSquint, bandID, muellerTerm,freqVal);
     171             :     
     172           0 :     pbImage.setCoordinateInfo(skyCS);
     173             :     // {
     174             :     //   string name("aperture.im");
     175             :     //   storeImg(name,*(ap.aperture));
     176             :     // }
     177           0 :     fillPB(*(ap.aperture),pbImage);
     178             :     //{
     179             :     //   string name("apb.im");
     180             :     //   storeImg(name,pbImage);
     181             :     //}
     182           0 :   }
     183             :   //--------------------------------------------------------------------------
     184             :   // Write PB^2 to the pbImage
     185             :   //
     186           0 :   void VLACalcIlluminationConvFunc::applyPBSq(ImageInterface<Float>& /*pbImage*/,
     187             :                                               //const VisBuffer2& vb, 
     188             :                                               Double& /*pa*/,
     189             :                                               const Vector<Float>& /*paList*/, 
     190             :                                               Int /*bandID*/,
     191             :                                               Bool /*doSquint*/)
     192             :   {
     193           0 :     throw(AipsError("applyPBSq(paList) called!"));
     194             :     // CoordinateSystem skyCS(pbImage.coordinates());
     195             :     // IPosition skyShape(pbImage.shape());
     196             :     // TempImage<Complex> uvGrid;
     197             :     // if (maximumCacheSize() > 0) uvGrid.setMaximumCacheSize(maximumCacheSize());
     198             :     // //    regridAperture(skyCS, skyShape, uvGrid, vb, paList, false, bandID);
     199             :     // regridAperture(skyCS, skyShape, uvGrid, pa, paList, doSquint, bandID);
     200             : 
     201             :     // fillPB(*(ap.aperture),pbImage, true);
     202             :   }
     203           0 :   void VLACalcIlluminationConvFunc::applyPBSq(ImageInterface<Float>& pbImage,
     204             :                                               //const VisBuffer2& vb, 
     205             :                                               Double& pa,
     206             :                                               Int bandID,
     207             :                                               Bool doSquint)
     208             :   {
     209           0 :     CoordinateSystem skyCS(pbImage.coordinates());
     210           0 :     IPosition skyShape(pbImage.shape());
     211             : 
     212           0 :     TempImage<Complex> uvGrid;
     213           0 :     if (maximumCacheSize() > 0) uvGrid.setMaximumCacheSize(maximumCacheSize());
     214             :     //    regridAperture(skyCS, skyShape, uvGrid, vb,false, bandID);
     215           0 :     regridAperture(skyCS, skyShape, uvGrid, pa, doSquint, bandID);
     216           0 :     fillPB(*(ap.aperture),pbImage,true);
     217           0 :   }
     218           0 :   void VLACalcIlluminationConvFunc::applyPBSq(ImageInterface<Complex>& pbImage, 
     219             :                                               //const VisBuffer2& vb, 
     220             :                                               Double& pa,
     221             :                                               Int bandID,
     222             :                                               Bool doSquint)
     223             :   {
     224           0 :     CoordinateSystem skyCS(pbImage.coordinates());
     225           0 :     IPosition skyShape(pbImage.shape());
     226             : 
     227           0 :     TempImage<Complex> uvGrid;
     228           0 :     if (maximumCacheSize() > 0) uvGrid.setMaximumCacheSize(maximumCacheSize());
     229             :     //    regridAperture(skyCS, skyShape, uvGrid, vb, true, bandID);
     230           0 :     regridAperture(skyCS, skyShape, uvGrid, pa, doSquint, bandID);
     231           0 :     fillPB(*(ap.aperture),pbImage, true);
     232           0 :   }
     233             :   //
     234             :   //--------------------------------------------------------------------------
     235             :   //
     236           0 :   void VLACalcIlluminationConvFunc::setApertureParams(ApertureCalcParams& ap,
     237             :                                                       const Float& Freq, const Float& pa, 
     238             :                                                       const Int& bandID,
     239             :                                                       const IPosition& skyShape,
     240             :                                                       const Vector<Double>& uvIncr)
     241             :   {
     242           0 :     Double Lambda = C::c/Freq;
     243             :     
     244           0 :     ap.pa=pa;
     245           0 :     ap.band = bandID;
     246           0 :     ap.freq = Freq/1E9;
     247           0 :     ap.nx = skyShape(0);           ap.ny = skyShape(1);
     248           0 :     ap.dx = abs(uvIncr(0)*Lambda); ap.dy = abs(uvIncr(1)*Lambda);
     249           0 :     ap.x0 = -(ap.nx/2)*ap.dx;      ap.y0 = -(ap.ny/2)*ap.dy;
     250             :     //cerr << "pa= " << ap.pa << " band " << ap.band << " freq " << ap.freq << " nx ny " << ap.nx << "  " << ap.ny << " dx dy " << ap.dx << "  " << ap.dy << endl;
     251             :     //
     252             :     // If cross-hand pols. are requested, we need to compute both
     253             :     // the parallel-hand aperture illuminations.
     254             :     //
     255             :       //if ((inStokes == Stokes::RL) || (inStokes == Stokes::LR))
     256             :       {
     257           0 :         IPosition apShape(ap.aperture->shape());
     258             :         //cerr << "APshape " << apShape << endl;
     259           0 :         apShape(3)=4;
     260           0 :         ap.aperture->resize(apShape);
     261           0 :       }
     262           0 :   }
     263             :   //
     264             :   //--------------------------------------------------------------------------
     265             :   //
     266           0 :   void VLACalcIlluminationConvFunc::regridApertureEngine(ApertureCalcParams& ap,
     267             :                                                          const Int& /*inStokes*/)
     268             :   {
     269           0 :     IPosition apertureShape(ap.aperture->shape());
     270           0 :     apertureShape(0) = ap.nx;  apertureShape(1) = ap.ny;
     271             :     //cerr << "new aperture shape " << apertureShape << " old " << (ap.aperture->shape())<< endl;
     272           0 :     ap.aperture->resize(apertureShape);
     273           0 :     ap.aperture->set(0.0);
     274             :     //BeamCalc::Instance()->calculateAperture(&ap,inStokes);
     275             :     //cerr << ap.aperture->shape() << " " << inStokes << endl;
     276             : 
     277             :     // If full-pol. imaging, compute all 4 pols., else only the one given by inStokes.
     278           0 :     BeamCalc::Instance()->calculateAperture(&ap);// The call in the absence of instokes allows the computation of all
     279             :     //cerr << "Min max of Aperture " << min(ap.aperture->get()) << "     " << max(ap.aperture->get()) << endl;
     280             :     //BeamCalc::Instance()->calculateAperture(&ap,inStokes);// The call in the absence of instokes allows the computation of all
     281             :                                                             // the four jones parameters at one time.
     282           0 : }
     283             :   //
     284             :   //--------------------------------------------------------------------------
     285             :   //
     286           0 :   void VLACalcIlluminationConvFunc::regridAperture(CoordinateSystem& skyCS,
     287             :                                                    IPosition& skyShape,
     288             :                                                    TempImage<Complex>& /*uvGrid*/,
     289             :                                                    //const VisBuffer2& vb,
     290             :                                                    Double& pa,
     291             :                                                    Bool doSquint, Int bandID,Int muellerTerm ,Double freqVal)
     292             :   {
     293           0 :     LogIO logIO(LogOrigin("VLACalcIlluminationConvFunc","regrid"));
     294           0 :     CoordinateSystem skyCoords(skyCS);
     295             : 
     296             :     Int index;
     297             :     //UNUSED: Double timeValue = getCurrentTimeStamp(vb);
     298           0 :     AlwaysAssert(bandID>=-1, AipsError);
     299           0 :     if (bandID != -1) ap.band = bandID;
     300             :     //Float pa = getPA(vb);
     301             :     Float Freq, freqHi;
     302             : 
     303           0 :     if (lastPA == pa)
     304             :       {
     305             :         //      LogIO logIO;
     306             :         logIO << "Your CPU is being used to do computations for the same PA as for the previous call.  Report this!" 
     307           0 :               << LogIO::NORMAL1;
     308             :       }
     309             : 
     310             :     
     311           0 :     if (freqVal > 0)
     312             :       {
     313           0 :         Freq=freqHi=freqVal;
     314           0 :         ap.freq=freqHi/1E09;
     315             :       }
     316             :     else
     317             :       {
     318             :         //throw(AipsError("Freq. < 0 in VLACICF::regrid"));
     319             : 
     320             :         // Vector<Double> chanFreq = vb.frequency();
     321           0 :         index = skyCS.findCoordinate(Coordinate::SPECTRAL);
     322           0 :         SpectralCoordinate SpC = skyCS.spectralCoordinate(index);
     323           0 :         Vector<Double> refVal = SpC.referenceValue();
     324             :         
     325             :         // freqHi = max(chanFreq);
     326           0 :         freqHi = refVal[0];
     327             :         // freqLo = min(chanFreq);
     328           0 :         Freq = freqHi ;
     329           0 :         ap.freq = Freq/1E9;
     330           0 :       }
     331             :     
     332           0 :     IPosition imsize(skyShape);
     333           0 :     CoordinateSystem uvCoords = makeUVCoords(skyCoords,imsize,freqHi);
     334             : 
     335           0 :     index = uvCoords.findCoordinate(Coordinate::LINEAR);
     336           0 :     LinearCoordinate lc=uvCoords.linearCoordinate(index);
     337           0 :     Vector<Double> uvIncr = lc.increment();
     338             :     //Double Lambda = C::c/freqHi;
     339             :     
     340           0 :     index = uvCoords.findCoordinate(Coordinate::STOKES);
     341             :     //cerr << "STOKES index " << index << endl;
     342           0 :     Int inStokes = uvCoords.stokesCoordinate(index).stokes()(0);
     343             :     
     344             :     //Vector<Int> intSkyShape=skyShape.asVector();
     345           0 :     setApertureParams(ap, Freq, pa, bandID, 
     346             :                       skyShape, uvIncr);
     347           0 :     (ap.aperture)->setCoordinateInfo(uvCoords);
     348           0 :     regridApertureEngine(ap, inStokes);
     349           0 :     IPosition apertureShape(ap.aperture->shape());
     350             : 
     351             :     // ap.freq = Freq/1E9;
     352             :     // ap.nx = skyShape(0); ap.ny = skyShape(1);
     353             :     // ap.dx = abs(uvIncr(0)*Lambda); ap.dy = abs(uvIncr(1)*Lambda);
     354             :     // ap.x0 = -(ap.nx/2)*ap.dx; 
     355             :     // ap.y0 = -(ap.ny/2)*ap.dy;
     356             :     // ap.pa=pa;
     357             :     // if ((inStokes == Stokes::RL) || (inStokes == Stokes::LR))
     358             :     //   ap.aperture->shape()(3)=2;
     359             : 
     360             :     // apertureShape(0) = ap.nx;  apertureShape(1) = ap.ny;
     361             :     // ap.aperture->resize(apertureShape);
     362             :     // ap.aperture->set(0.0);
     363             :     
     364             :     // BeamCalc::Instance()->calculateAperture(&ap,inStokes);
     365             :     
     366           0 :     if (!doSquint)
     367             :       {
     368           0 :         IPosition PolnRIndex(4,0,0,0,0), PolnLIndex(4,0,0,3,0);
     369           0 :         IPosition tndx(4,0,0,0,0);
     370           0 :         for(tndx(3)=0;tndx(3)<apertureShape(3);tndx(3)++)   // The freq. axis
     371           0 :           for(tndx(2)=0;tndx(2)<apertureShape(2);tndx(2)++) // The Poln. axis
     372           0 :             for(tndx(1)=0;tndx(1)<apertureShape(1);tndx(1)++)   // The spatial
     373           0 :               for(tndx(0)=0;tndx(0)<apertureShape(0);tndx(0)++) // axis.
     374             :                 {
     375           0 :                   PolnRIndex(0)=PolnLIndex(0)=tndx(0);
     376           0 :                   PolnRIndex(1)=PolnLIndex(1)=tndx(1);
     377           0 :                   Complex val, Rval;
     378             :                   Float phase;
     379           0 :                   val = ap.aperture->getAt(tndx);
     380           0 :                   Rval = ap.aperture->getAt(PolnRIndex);
     381             :                   //Lval = ap.aperture->getAt(PolnLIndex);
     382           0 :                   phase = arg(Rval);  Rval=Complex(cos(phase),sin(phase)); // Isn't this garbage ?
     383             :           //So when tndx(3)=0 and tndx(2)=0 polnRindex and tndx are the same ...thus then
     384             :           // first plane is Ae^(-i\Rval)*e^(iRval) which is just A of each pixel
     385             :           // when tndx(3) and (2) moves to 1 ...now Rval is 0
     386             :           //After the first plane phase is zeroed i.e done modular...then the next planes are being multiplied by conj (0) 
     387             :                   //phase = arg(Lval);  Lval=Complex(cos(phase),sin(phase));
     388             :                   
     389             :                   // if      (tndx(2)==0) ap.aperture->putAt(val*conj(Rval),tndx);
     390             :                   // else if (tndx(2)==1) ap.aperture->putAt(val*conj(Lval),tndx);
     391             :                   // else if (tndx(2)==2) ap.aperture->putAt(val*conj(Rval),tndx);
     392             :                   // else if (tndx(2)==3) ap.aperture->putAt(val*conj(Lval),tndx);
     393           0 :                   ap.aperture->putAt(val*conj(Rval),tndx);
     394             :           //cerr << "no squint " << val << "  " << Rval << endl;
     395             :                 }
     396           0 :       }
     397             : //    cout<<"Completed the regrid Aperture step"; 
     398             :     // Vector<Int> poln(4);
     399             :     // poln(0) = Stokes::RR;
     400             :     // poln(1) = Stokes::RL;
     401             :     // poln(2) = Stokes::LR;
     402             :     // poln(3) = Stokes::LL;
     403           0 :     Vector<Int> poln(1); poln(0)=inStokes;
     404           0 :     StokesCoordinate polnCoord(poln);
     405           0 :     SpectralCoordinate spectralCoord(MFrequency::TOPO,Freq,1.0,0.0);
     406             :     //    uvCoords.addCoordinate(dirCoord);
     407           0 :     index = uvCoords.findCoordinate(Coordinate::STOKES);
     408           0 :     uvCoords.replaceCoordinate(polnCoord,index);
     409           0 :     index = uvCoords.findCoordinate(Coordinate::SPECTRAL);
     410           0 :     uvCoords.replaceCoordinate(spectralCoord,index);
     411             :     //logIO << "The Stokes coordinate is", poln(0)<< LogIO::POST;
     412           0 :     ap.aperture->setCoordinateInfo(uvCoords);
     413           0 :      if (doSquint==true)
     414             :     {
     415             :     //  String name("aperture.im");
     416             :     //  storeImg(name,*(ap.aperture));
     417             :     }
     418             :     
     419             :     //
     420             :     // Now FT the re-gridded Fourier plane to get the primary beam.
     421             :     //
     422           0 :     ftAperture(*(ap.aperture),muellerTerm);
     423           0 :      if (doSquint==true)
     424             :     {
     425             :     //  String name("ftaperture.im");
     426             :     //  storeImg(name,*(ap.aperture));
     427             :     }
     428             :     
     429           0 :   }
     430           0 :   void VLACalcIlluminationConvFunc::regridAperture(CoordinateSystem& skyCS,
     431             :                                                    IPosition& skyShape,
     432             :                                                    TempImage<Complex>& uvGrid,
     433             :                                                    const VisBuffer2 &vb,
     434             :                                                    const Vector<Float>& paList,
     435             :                                                    Bool doSquint, Int bandID)
     436             :   {
     437           0 :     CoordinateSystem skyCoords(skyCS);
     438             :     
     439             :     Float pa, Freq;
     440           0 :     if (bandID != -1) ap.band = bandID;
     441           0 :     AlwaysAssert(ap.band>=-1, AipsError);
     442           0 :     Vector<Double> chanFreq = vb.getFrequencies(0);
     443             :     
     444             :     const MSSpWindowColumns& spwCol = 
     445           0 :       vb.subtableColumns().spectralWindow();
     446           0 :     ArrayColumn<Double> chanfreq = spwCol.chanFreq();
     447           0 :     ScalarColumn<Double> reffreq = spwCol.refFrequency();
     448             :     //    Freq = sum(chanFreq)/chanFreq.nelements();
     449             :     
     450           0 :     Freq = max(chanfreq.getColumn());
     451           0 :     IPosition imsize(skyShape);
     452           0 :     CoordinateSystem uvCoords = makeUVCoords(skyCoords,imsize,Freq);
     453           0 :     uvGrid.setCoordinateInfo(uvCoords);
     454             :     
     455           0 :     Int index = uvCoords.findCoordinate(Coordinate::LINEAR);
     456           0 :     LinearCoordinate lc=uvCoords.linearCoordinate(index);
     457           0 :     Vector<Double> incr = lc.increment();
     458           0 :     Double Lambda = C::c/Freq;
     459           0 :     ap.freq = Freq/1E9;
     460             :     
     461           0 :     ap.nx = skyShape(0); ap.ny = skyShape(1);
     462           0 :     IPosition apertureShape(ap.aperture->shape());
     463           0 :     apertureShape(0) = ap.nx;  apertureShape(1) = ap.ny;
     464           0 :     ap.aperture->resize(apertureShape);
     465             :     
     466           0 :     TempImage<Complex> tmpAperture;tmpAperture.resize(apertureShape);
     467           0 :     if (maximumCacheSize() > 0) tmpAperture.setMaximumCacheSize(maximumCacheSize());
     468           0 :     tmpAperture.set(0.0);
     469           0 :     ap.dx = abs(incr(0)*Lambda); ap.dy = abs(incr(1)*Lambda);
     470             :     //  cout << ap.dx << " " << incr(0) << endl;
     471             :     //  ap.x0 = -(25.0/(2*ap.dx)+1)*ap.dx; ap.y0 = -(25.0/(2*ap.dy)+1)*ap.dy;
     472             :     // Following 3 lines go with the ANT tag in BeamCalc.cc
     473             :     //  Double antRadius=BeamCalcGeometryDefaults[ap.band].Rant;
     474             :     //  ap.x0 = -(antRadius/(ap.dx)+1)*ap.dx; 
     475             :     //  ap.y0 = -(antRadius/(ap.dy)+1)*ap.dy;
     476             :     // Following 2 lines go with the PIX tag in BeamCalc.cc
     477           0 :     ap.x0 = -(ap.nx/2)*ap.dx; 
     478           0 :     ap.y0 = -(ap.ny/2)*ap.dy;
     479             :     
     480             :     //
     481             :     // Accumulate apertures for a list of PA
     482             :     //
     483           0 :     for(uInt ipa=0;ipa<paList.nelements();ipa++)
     484             :       {
     485           0 :         pa = paList[ipa];
     486             :         
     487           0 :         ap.pa=pa;
     488           0 :         ap.aperture->set(0.0);
     489           0 :         BeamCalc::Instance()->calculateAperture(&ap);
     490             :         //
     491             :         // Set the phase of the aperture function to zero if doSquint==F
     492             :         // Poln. axis indices
     493             :         // 0: RR, 1:RL, 2:LR, 3:LL
     494             :         // This is electic field. 0=> Poln R, 
     495             :         //                        1=> Leakage of R->L
     496             :         //                        2=> Leakage of L->R
     497             :         //                        3=> Poln L
     498             :         //
     499             :         // The squint is removed in the following code using
     500             :         // honest-to-god pixel indexing. If this is not the most
     501             :         // efficient method of doing this in AIPS++ (i.e. instead use
     502             :         // slices etc.), then this cost will show up in making the
     503             :         // average PB.  Since this goes over each pixel of a full
     504             :         // stokes (poln. really) complex image, look here (also) for
     505             :         // optimization (if required).
     506             :         //
     507           0 :         if (!doSquint)
     508             :           {
     509           0 :             IPosition PolnRIndex(4,0,0,0,0), PolnLIndex(4,0,0,3,0);
     510           0 :             IPosition tndx(4,0,0,0,0);
     511           0 :             for(tndx(3)=0;tndx(3)<apertureShape(3);tndx(3)++)   // The freq. axis
     512           0 :               for(tndx(2)=0;tndx(2)<apertureShape(2);tndx(2)++) // The Poln. axis
     513           0 :                 for(tndx(1)=0;tndx(1)<apertureShape(1);tndx(1)++)   // The spatial
     514           0 :                   for(tndx(0)=0;tndx(0)<apertureShape(0);tndx(0)++) // axis.
     515             :                     {
     516           0 :                       PolnRIndex(0)=PolnLIndex(0)=tndx(0);
     517           0 :                       PolnRIndex(1)=PolnLIndex(1)=tndx(1);
     518           0 :                       Complex val, Rval, Lval;
     519             :                       Float phase;
     520           0 :                       val = ap.aperture->getAt(tndx);
     521           0 :                       Rval = ap.aperture->getAt(PolnRIndex);
     522           0 :                       Lval = ap.aperture->getAt(PolnLIndex);
     523           0 :                       phase = arg(Rval); Rval=Complex(cos(phase),sin(phase));
     524           0 :                       phase = arg(Lval); Lval=Complex(cos(phase),sin(phase));
     525             :                       
     526           0 :                       if      (tndx(2)==0) ap.aperture->putAt(val*conj(Rval),tndx);
     527           0 :                       else if (tndx(2)==1) ap.aperture->putAt(val*conj(Lval),tndx);
     528           0 :                       else if (tndx(2)==2) ap.aperture->putAt(val*conj(Rval),tndx);
     529           0 :                       else if (tndx(2)==3) ap.aperture->putAt(val*conj(Lval),tndx);
     530             :                     }
     531           0 :           }
     532           0 :         tmpAperture += *(ap.aperture);
     533             :       }
     534           0 :     (ap.aperture)->copyData(tmpAperture);
     535           0 :     tmpAperture.resize(IPosition(1,1));//Release temp. store.
     536           0 :     Vector<Int> poln(4);
     537           0 :     poln(0) = Stokes::RR;
     538           0 :     poln(1) = Stokes::RL;
     539           0 :     poln(2) = Stokes::LR;
     540           0 :     poln(3) = Stokes::LL;
     541           0 :     StokesCoordinate polnCoord(poln);
     542           0 :     SpectralCoordinate spectralCoord(MFrequency::TOPO,Freq,1.0,0.0);
     543             :     //    uvCoords.addCoordinate(dirCoord);
     544           0 :     index = uvCoords.findCoordinate(Coordinate::STOKES);
     545             :     //cerr << "STOKES index " << index << endl;
     546           0 :     uvCoords.replaceCoordinate(polnCoord,index);
     547           0 :     index = uvCoords.findCoordinate(Coordinate::SPECTRAL);
     548             :     //cerr << "Spectral index " << index << endl;
     549           0 :     uvCoords.replaceCoordinate(spectralCoord,index);
     550             :     
     551           0 :     ap.aperture->setCoordinateInfo(uvCoords);
     552             :      //if (doSquint==false)
     553             :      //{
     554             :      // String name("aperture.im");
     555             :      // storeImg(name,*(ap.aperture));
     556             :         //logIO << "The aperture has been written to aperture.im"<< LogIO::POST;
     557             :      //}
     558             :     
     559           0 :     ftAperture(*(ap.aperture));
     560             :     //String name("aperture.im");
     561             :     //storeImg(name,*(ap.aperture));
     562             :     //logIO << "The fourier transform of the aperture has been written to ftaperture.im"<< LogIO::POST;
     563           0 :   }
     564             :   
     565             :   
     566             :   
     567           0 :   void VLACalcIlluminationConvFunc::fillPB(ImageInterface<Complex>& inImg,
     568             :                                            ImageInterface<Complex>& outImg,
     569             :                                            Bool Square)
     570             :   {
     571           0 :     IPosition imsize(outImg.shape());
     572           0 :     IPosition ndx(outImg.shape());
     573           0 :     IPosition inShape(inImg.shape()),inNdx;
     574           0 :     Vector<Int> inStokes,outStokes;
     575             :     Int index,s,index1;
     576             :     //cerr << "Complex IMAGENAME " << outImg.name() << "  " << max(inImg.get()) << "   " << min(inImg.get()) << endl;
     577             :     // Timer tim;
     578             :     // tim.mark();
     579           0 :     index = inImg.coordinates().findCoordinate(Coordinate::STOKES);
     580           0 :     inStokes = inImg.coordinates().stokesCoordinate(index).stokes();
     581           0 :     index = outImg.coordinates().findCoordinate(Coordinate::STOKES);
     582           0 :     outStokes = outImg.coordinates().stokesCoordinate(index).stokes();
     583           0 :     index = outImg.coordinates().findCoordinate(Coordinate::SPECTRAL);
     584           0 :     index1 = inImg.coordinates().findCoordinate(Coordinate::SPECTRAL);
     585           0 :     SpectralCoordinate inSpectralCoords = inImg.coordinates().spectralCoordinate(index1);
     586           0 :     CoordinateSystem outCS = outImg.coordinates();
     587           0 :     outCS.replaceCoordinate(inSpectralCoords,index);
     588           0 :     outImg.setCoordinateInfo(outCS);
     589             :     //tim.show("fillPB::CSStuff:");
     590           0 :     ndx(3)=0;
     591             :     // #ifdef HAS_OMP
     592             :     //     Int Nth=max(omp_get_max_threads()-2,1);
     593             :     // #endif
     594             :     //tim.mark();
     595           0 :     for(ndx(2)=0;ndx(2)<imsize(2);ndx(2)++) // The poln axes
     596             :       {
     597           0 :         for(s=0;s<inShape(2);s++) if (inStokes(s) == outStokes(ndx(2))) break;
     598             :         
     599           0 :         for(ndx(0)=0;ndx(0)<imsize(0);ndx(0)++)
     600             :           //#pragma omp parallel default(none) firstprivate(s,iy) shared(twoPiW,convSize) num_threads(Nth)
     601             :           {
     602             :             //#pragma omp for
     603           0 :             for(ndx(1)=0;ndx(1)<imsize(1);ndx(1)++)
     604             :               {
     605           0 :                 Complex cval;
     606           0 :                 inNdx = ndx; inNdx(2)=s;
     607           0 :                 cval = inImg.getAt(inNdx);
     608           0 :                 if (Square) cval = cval*conj(cval);
     609             :        // cerr << "Complex " << ndx << " val " << cval << endl;
     610           0 :                 outImg.putAt(cval*outImg.getAt(ndx),ndx);
     611             :               }
     612             :           }
     613             :       }
     614             :     //tim.show("fillPB: ");
     615           0 :   }
     616             :   
     617           0 :   void VLACalcIlluminationConvFunc::fillPB(ImageInterface<Complex>& inImg,
     618             :                                            ImageInterface<Float>& outImg,
     619             :                                            Bool Square)
     620             :   {
     621             :     
     622             :      //cerr << "REAL IMAGENAME " << outImg.name() << "  " << max(inImg.get()) << "   " << min(inImg.get()) << endl;
     623           0 :     IPosition imsize(outImg.shape());
     624           0 :     IPosition ndx(outImg.shape());
     625           0 :     IPosition inShape(inImg.shape()),inNdx;
     626             :     
     627           0 :     Vector<Int> inStokes,outStokes;
     628             :     Int index,s;
     629             :     
     630             :     // Timer tim;
     631             :     // tim.mark();
     632           0 :     index = inImg.coordinates().findCoordinate(Coordinate::STOKES);
     633           0 :     inStokes = inImg.coordinates().stokesCoordinate(index).stokes();
     634           0 :     index = outImg.coordinates().findCoordinate(Coordinate::STOKES);
     635           0 :     outStokes = outImg.coordinates().stokesCoordinate(index).stokes();
     636           0 :     ndx(3)=0;
     637             :     //tim.show("fillPB::CSStuff2:");
     638             :     
     639             :     //tim.mark();
     640           0 :     for(ndx(2)=0;ndx(2)<imsize(2);ndx(2)++) // The poln axes
     641             :       {
     642           0 :         if (outStokes(ndx(2)) == Stokes::I)
     643             :           {
     644             :             //
     645             :             // Fill the outImg wiht (inImg(RR)+inImage(LL))/2 
     646             :             //
     647           0 :             for(ndx(0)=0;ndx(0)<imsize(0);ndx(0)++)
     648           0 :               for(ndx(1)=0;ndx(1)<imsize(1);ndx(1)++)
     649             :                 {
     650           0 :                   Complex cval;
     651           0 :                   inNdx = ndx; 
     652           0 :                   inNdx(2)=0; cval = inImg.getAt(inNdx);
     653           0 :                   inNdx(2)=3; cval += inImg.getAt(inNdx);
     654           0 :                   cval/2;
     655             :                   
     656           0 :                   if (Square) cval = cval*conj(cval);
     657             :                   //cerr << "I " << ndx << " val " << cval << endl;
     658           0 :                   outImg.putAt(abs(cval*outImg.getAt(ndx)),ndx);
     659             :                 }
     660             :           }
     661           0 :         else if ((outStokes(ndx(2)) == Stokes::RR) ||
     662           0 :                  (outStokes(ndx(2)) == Stokes::RL) ||
     663           0 :                  (outStokes(ndx(2)) == Stokes::LR) ||
     664           0 :                  (outStokes(ndx(2)) == Stokes::LL))
     665             :           {
     666           0 :             for(s=0;s<inShape(2);s++) if (inStokes(s) == outStokes(ndx(2))) break;
     667             :             
     668           0 :             for(ndx(0)=0;ndx(0)<imsize(0);ndx(0)++)
     669           0 :               for(ndx(1)=0;ndx(1)<imsize(1);ndx(1)++)
     670             :                 {
     671           0 :                   Complex cval;
     672           0 :                   inNdx = ndx; inNdx(2)=s;
     673           0 :                   cval = inImg.getAt(inNdx);
     674           0 :                   if (Square) cval = cval*conj(cval);
     675           0 :           cerr << "Corr "<< ndx << " val" << cval << endl; 
     676           0 :                   outImg.putAt(abs(cval*outImg.getAt(ndx)),ndx);
     677             :                 }
     678             :           }
     679           0 :         else throw(AipsError("Unsupported Stokes found in VLACalcIlluminationConvFunc::fillPB."));
     680             :       }
     681             :     //tim.show("fillPB2:");
     682           0 :   }
     683             :   
     684             :   /*
     685             :     void VLACalcIlluminationConvFunc::fillPB(ImageInterface<Complex>& inImg,
     686             :     ImageInterface<Float>& outImg)
     687             :     {
     688             :     IPosition imsize(outImg.shape());
     689             :     IPosition ndx(outImg.shape());
     690             :     IPosition inShape(inImg.shape()), inNdx;
     691             :     Vector<Int> inStokes,outStokes;
     692             :     Int index;
     693             :     index = inImg.coordinates().findCoordinate(Coordinate::STOKES);
     694             :     inStokes = inImg.coordinates().stokesCoordinate(index).stokes();
     695             :     index = outImg.coordinates().findCoordinate(Coordinate::STOKES);
     696             :     outStokes = outImg.coordinates().stokesCoordinate(index).stokes();
     697             :     
     698             :     ndx(3)=0;
     699             :     for(ndx(0)=0;ndx(0)<imsize(0);ndx(0)++)
     700             :     {
     701             :     
     702             :     for(ndx(1)=0;ndx(1)<imsize(1);ndx(1)++)
     703             :     {
     704             :     //
     705             :     // Average along the polarization axes and fillin the
     706             :     // amp. of the average in the output image.
     707             :     // 
     708             :     Complex cval=0.0;
     709             :     
     710             :     ndx(2)=0;cval = inImg.getAt(ndx);
     711             :     for(ndx(2)=0;ndx(2)<imsize(2);ndx(2)++) // The poln axes
     712             :     outImg.putAt(abs(cval*outImg.getAt(ndx)),ndx);
     713             :     }
     714             :     }
     715             :     }
     716             :     
     717             :   */
     718             :   
     719             : //  void VLACalcIlluminationConvFunc::ftAperture(TempImage<Complex>& uvgrid, Bool makeMueller)
     720           0 :   void VLACalcIlluminationConvFunc::ftAperture(ImageInterface<Complex>& uvgrid, Int muellerTerm)
     721             :   {
     722             :     //
     723             :     // Make SkyJones
     724             :     //
     725             :     // {
     726             :        //String name("uvgrid.im");
     727             :        //storeImg(name,uvgrid);
     728             :     // }
     729           0 :     LatticeFFT::cfft2d(uvgrid);
     730             :     //cerr <<"FTap mueller = " << muellerTerm << " " << max(uvgrid.get()) << "    " << min(uvgrid.get()) << " shape " << uvgrid.shape() << endl;
     731             : //    {
     732             : //      Int index = uvgrid.coordinates().findCoordinate(Coordinate::STOKES);
     733             : //      Int inStokes = uvgrid.coordinates().stokesCoordinate(index).stokes()(0);
     734             : //      IPosition shape = uvgrid.shape();
     735             :       //ostringstream tt;
     736             :       //String name("ftuvgrid.im");
     737             :       //tt << name << "_"<< inStokes;
     738             :       //storeImg(String(tt),uvgrid);
     739             : //    }
     740             :     // {
     741             :        //String name("ftuvgrid.im");
     742             :        //storeImg(name,uvgrid);
     743             :     // }
     744             :     
     745             :     // Now make SkyMuller
     746             :     //
     747             :     //skyMuller(uvgrid);
     748           0 :     Int tempmueller=-1; // Set to -1 to use sanjay's code which pass the regressions.
     749           0 :     tempmueller=0;    // Full-pol. imaging is requested, use PJ's code.  Else use SB's.
     750             : 
     751             :     //if (uvgrid.shape()(3) > 2) tempmueller=0;
     752             : 
     753           0 :     if (tempmueller==0)
     754           0 :       skyMuller(uvgrid,muellerTerm);
     755             :     else
     756           0 :       skyMuller(uvgrid,-1);
     757             :     //cerr <<"FTap post skymuller " << max(uvgrid.get()) << "    " << min(uvgrid.get()) << endl;
     758           0 :   }
     759             :   
     760           0 :   void VLACalcIlluminationConvFunc::loadFromImage(String& /*fileName*/)
     761             :   {
     762           0 :     throw(AipsError("VLACalcIlluminationConvFunc::loadFromImage() not yet supported."));
     763             :   };
     764             :   
     765           0 :   void VLACalcIlluminationConvFunc::skyMuller(Array<Complex>& buf,
     766             :                                               const IPosition& shape,
     767             :                                               const Int& inStokes)
     768             :   {
     769           0 :     Array<Complex> tmp;
     770           0 :     IPosition t(4,0,0,0,0),n0(4,0,0,0,0),n1(4,0,0,0,0);
     771             :     Float peak;
     772           0 :     peak=0;
     773           0 :     for(t(2)=0;t(2)<shape(2);t(2)++)
     774           0 :       for(t(1)=0;t(1)<shape(1);t(1)++)
     775           0 :         for(t(0)=0;t(0)<shape(0);t(0)++)
     776           0 :           if (abs(buf(t)) > peak) peak = abs(buf(t));
     777           0 :     if (peak > 1E-8)
     778           0 :       for(t(3)=0;t(3)<shape(3);t(3)++)       // Freq axis
     779           0 :         for(t(2)=0;t(2)<shape(2);t(2)++)     // Poln axis
     780           0 :           for(t(1)=0;t(1)<shape(1);t(1)++)   // y axis
     781           0 :             for(t(0)=0;t(0)<shape(0);t(0)++) // X axis
     782           0 :               buf(t) = buf(t)/peak;
     783             :     // {
     784             :     //   skyJones.put(buf);
     785             :     //   String name("skyjones.im");
     786             :     //   storeImg(name,skyJones);
     787             :     // }
     788             :     
     789           0 :     tmp.assign(buf);
     790             : 
     791           0 :     t(0)=t(1)=t(2)=t(3)=0;
     792             :     
     793           0 :     if ((inStokes == Stokes::RR) || (inStokes == Stokes::LL))
     794             :       {
     795           0 :         t(2)=0;n0(2)=0;n1(2)=0; //RR
     796           0 :         for(  n0(0)=n1(0)=t(0)=0;n0(0)<shape(0);n0(0)++,n1(0)++,t(0)++)
     797           0 :           for(n0(1)=n1(1)=t(1)=0;n0(1)<shape(1);n0(1)++,n1(1)++,t(1)++)
     798           0 :             buf(t) = (tmp(n0)*conj(tmp(n1)));
     799             :       }
     800             :     
     801           0 :     if ((inStokes == Stokes::LR) || (inStokes == Stokes::RL))
     802             :       {
     803           0 :         t(2)=0;n0(3)=1;n1(2)=0; //LR
     804           0 :         for(  n0(0)=n1(0)=t(0)=0;n0(0)<shape(0);n0(0)++,n1(0)++,t(0)++)
     805           0 :           for(n0(1)=n1(1)=t(1)=0;n0(1)<shape(1);n0(1)++,n1(1)++,t(1)++)
     806           0 :             buf(t) = (tmp(n0)*conj(tmp(n1)));
     807             :              
     808             :       }
     809             :     
     810             : //    if (inStokes == Stokes::RL)
     811             : //      {
     812             : //      t(2)=0;n0(2)=0;n1(3)=1; //LR
     813             : //      for(  n0(0)=n1(0)=t(0)=0;n0(0)<shape(0);n0(0)++,n1(0)++,t(0)++)
     814             : //        for(n0(1)=n1(1)=t(1)=0;n0(1)<shape(1);n0(1)++,n1(1)++,t(1)++)
     815             : //          buf(t) = (tmp(n0)*conj(tmp(n1)));
     816             : 
     817             : //      }
     818             :       //{
     819             :          //skyJones.put(buf);
     820             :         // ostringstream tt;
     821             :          //String name("skyjones.im");
     822             :          //tt << name << "_" << inStokes;    
     823             :          //storeImg(tt.string(),skyJones);
     824             :        //}      
     825             : 
     826             :     //cout<<"Regular skyjones \n";
     827           0 :   }
     828             :   
     829             : //  void VLACalcIlluminationConvFunc::skyMuller(ImageInterface<Complex>& skyJones)
     830             : //  {
     831             : //    Int index = skyJones.coordinates().findCoordinate(Coordinate::STOKES);
     832             : //    Int inStokes = skyJones.coordinates().stokesCoordinate(index).stokes()(0);
     833             : //    Array<Complex> buf=skyJones.get();
     834             :     //Vector<Int> shape(buf.shape().asVector());
     835             : //    IPosition shape=skyJones.shape();
     836             : //    skyMuller(buf,shape, inStokes);
     837             : //    skyJones.put(buf);
     838             : //  }
     839             : 
     840           0 :   void VLACalcIlluminationConvFunc::skyMuller(ImageInterface<Complex>& skyJones, Int muellerTerm)
     841             :   {
     842           0 :     Int index = skyJones.coordinates().findCoordinate(Coordinate::STOKES);
     843             :     //cerr << "STOKES index in skymuller " << index << " shape " << skyJones.shape() << endl;
     844           0 :     Int inStokes = skyJones.coordinates().stokesCoordinate(index).stokes()(0);
     845             :     //PagedImage<Complex> lala(skyJones.shape(), skyJones.coordinates(), "BEFORESKYMULL.im");
     846             :     //lala.copyData(skyJones);
     847           0 :     Array<Complex> buf=skyJones.get(),tmp;
     848           0 :     IPosition shape=skyJones.shape();
     849           0 :     if(muellerTerm == -1)
     850             :     {
     851             :       //cout<<"####Temp - bypassing the full mueller convolution function generation \n";    
     852           0 :         skyMuller(buf,shape,inStokes);
     853           0 :         skyJones.put(buf);
     854             :     }
     855             :     else
     856             :     {
     857             :       //cout<<"####Temp - Proceeding with IQUV convolution function generation\n";
     858           0 :     Array<Complex> M0,M1,M2,M3;
     859             :     //Vector<Int> shape(buf.shape().asVector());
     860             : //    IPosition shape=skyJones.shape();
     861             : //    cout<<"The shape of sky Jones matrix is "<<shape<<"\n";
     862           0 :     Array<Complex> Jp,Jq,Jpq,Jqp;
     863             : //    skyMuller(buf,shape, inStokes);
     864             : 
     865             :     // if (muellerTerm == 5)
     866             :     // {
     867             :     //   skyJones.put(buf);
     868             :     //   String name("skyjones5.im");
     869             :     //   storeImg(name,skyJones);
     870             :     // }
     871             :     // Int index = skyJones.coordinates().findCoordinate(Coordinate::STOKES);
     872             :     // Int inStokes = skyJones.coordinates().stokesCoordinate(index).stokes()(0);
     873             :     // Array<Complex> buf=skyJones.get(),tmp;
     874             :     
     875           0 :     IPosition t(4,0,0,0,0),n0(4,0,0,0,0),n1(4,0,0,0,0);
     876             :     
     877           0 :     skyJones.put(buf); ////?????????????
     878             : //    ostringstream tt;
     879             : //    String name("skyjones.im");
     880             : //    tt << name << "_"<< inStokes;
     881             : //    storeImg(String(tt),skyJones);
     882             : //    skyJones.put(buf);
     883             : //  cout<<"Finished writing the initial sky jones \n";
     884             : //    exit(0);
     885             : //    skyMuller(buf,shape, inStokes);
     886             : 
     887           0 :     Float Normalizesq,pqscale=100.0;
     888             :     Int midx,midy;
     889           0 :     Normalizesq=0;
     890           0 :     midx = shape(0)/2; // This gives the central pixel(not the peak) of RR and LL.
     891           0 :     midy = shape(1)/2; // This normalization scheme was tested to be correct in the python code.
     892             :     
     893           0 :     tmp=buf;
     894           0 :     for(t(2)=0;t(2)<shape(2);t(2)++) // Start with poln axis as we want to loop in freq for the moment
     895           0 :         for(t(3)=0;t(3)<shape(3);t(3)++) // The freq axis each one of 4 chans contains a jones element
     896           0 :             for(t(1)=0;t(1)<shape(1);t(1)++)
     897           0 :                 for(t(0)=0;t(0)<shape(0);t(0)++)
     898           0 :                     if((t(0)== midx)&&(t(1)==midy)) //?????Seriously quite a bogus looping..this is not a tape !
     899           0 :                         Normalizesq = Normalizesq + abs(buf(t)*buf(t))/2.0; // This needs to be changed so that Normalizesq stays complex 
     900             : 
     901             : 
     902           0 :     for(t(2)=0;t(2)<shape(2);t(2)++)
     903           0 :          for(t(3)=0;t(3)<shape(3);t(3)++)
     904           0 :             for(t(1)=0;t(1)<shape(1);t(1)++)
     905           0 :                 for(t(0)=0;t(0)<shape(0);t(0)++)
     906           0 :                    if((t(3)==1)||(t(3)==2))
     907           0 :                         tmp(t)=pqscale*conj(tmp(t)/sqrt(Normalizesq)); // This is the crosshand scale factor to be determined and hardcoded, currently is arbitrary.
     908             :                    
     909             :                    else
     910           0 :                         tmp(t)=conj(tmp(t)/sqrt(Normalizesq));
     911             :         
     912             : //  cout<<"The Jones Matrix has been normalized using:"<< sqrt(Normalizesq)<<"\n";
     913           0 :     skyJones.put(tmp); //Why ??
     914             :     //cerr << "after weird normalization " << max(tmp) << "   " << min(tmp) << endl;
     915             :    // ostringstream tt1;
     916             :    // String name1("skyjones_normalized_conj.im");
     917             :    // tt1 << name1 << "_"<< inStokes;
     918             :    // storeImg(String(tt1),skyJones);
     919             :    // // exit(0);
     920             :    // // skyJones.put(tmp);
     921             :    // cout<<"Finished writing the normalized conjugate sky jones \n";
     922             :                 
     923             : //    cout<<"Begining the compute of Mueller Matrix term images \n";
     924             : 
     925           0 :     IPosition sliceStart0(4,0,0,0,0),sliceStart1(4,0,0,0,1),sliceLength0(4,shape(0),shape(1),1,1),sliceLength1(4,shape(0),shape(1),1,1);
     926           0 :     IPosition sliceStart2(4,0,0,0,2),sliceStart3(4,0,0,0,3),sliceLength2(4,shape(0),shape(1),1,1),sliceLength3(4,shape(0),shape(1),1,1);
     927           0 :     Slicer s0(sliceStart0,sliceLength0),s1(sliceStart1,sliceLength1);
     928           0 :     Slicer s2(sliceStart2,sliceLength2),s3(sliceStart3,sliceLength3);
     929             : 
     930             : //  For the sake of pixel math we are resizing the four initial jones buffers.
     931           0 :     IPosition shp=buf.shape();
     932             : //    shp = buf.shape();
     933             : //    shp(2)=shp(3);
     934             : //    shp(3)=1;
     935           0 :     shp(2)=shp(3)=1;
     936           0 :     Jp.resize(shp);
     937           0 :     Jpq.resize(shp);
     938           0 :     Jqp.resize(shp);
     939           0 :     Jq.resize(shp);
     940             : //    cout<<"The Jones buffer shape is :"<< shp <<"\n";
     941             : 
     942           0 :     Jp(s0)=tmp(s0);Jpq(s0)=tmp(s1);
     943           0 :     Jqp(s0)=tmp(s2);Jq(s0)=tmp(s3);
     944           0 :     M0=M1=M2=M3=tmp; //what an unnecessary mem copy 
     945             : //  We will initialize the Mueller rows to zero as per need and then slice and return with only the first slice with written values
     946             :       
     947           0 :     M0(s0)=Jp*conj(Jp); M0(s1)=Jp*conj(Jpq); M0(s2)=Jpq*conj(Jp); M0(s3)=Jpq*conj(Jpq);
     948           0 :     M1(s0)=Jp*conj(Jqp); M1(s1)=Jp*conj(Jq); M1(s2)=Jpq*conj(Jqp); M1(s3)=Jpq*conj(Jq);
     949           0 :     M2(s0)=Jqp*conj(Jp); M2(s1)=Jqp*conj(Jpq); M2(s2)=Jq*conj(Jq); M2(s3)=Jq*conj(Jpq);
     950           0 :     M3(s0)=Jqp*conj(Jqp); M3(s1)=Jqp*conj(Jq); M3(s2)=Jq*conj(Jqp); M3(s3)=Jq*conj(Jq);
     951             : //  cout<<"Slicing Complete"<<"\n";
     952             : //    cout<<"Mueller row selection in place is :" << muellerTerm << "\n";
     953           0 :     if (muellerTerm <= 3)
     954             :       {
     955           0 :           M0=0; // ??????? all these multiplication up there is just to warm the CPU !
     956           0 :           if (muellerTerm==0) {
     957           0 :               M0(s0)=Jp*conj(Jp);
     958             :           }
     959           0 :           else if (muellerTerm==1){
     960           0 :               M0(s0)=Jp*conj(Jpq);
     961             :           }
     962           0 :           else if (muellerTerm==2){
     963           0 :               M0(s0)=Jpq*conj(Jp);
     964             :           }
     965             :           else {
     966           0 :               M0(s0)=Jpq*conj(Jpq);
     967             :           }
     968             :           //cerr << "after M0 " << max(M0) << "    " << min(M0) << endl;
     969           0 :           skyJones.put(M0);
     970             :           //String name2("M0.im");
     971             :           //storeImg(name2,skyJones);
     972             :           // cout<<"Writing M0 to disk, muellerTerm : "<< muellerTerm <<"\n";
     973           0 :           M0.resize();
     974             :       }
     975           0 :       else if ((4<=muellerTerm)&&(muellerTerm<8))
     976             :       {
     977           0 :           M1=0;
     978           0 :           if (muellerTerm==4) {
     979           0 :               M1(s0)=Jp*conj(Jqp);
     980             :           }
     981           0 :           else if (muellerTerm==5){
     982           0 :               M1(s0)=Jp*conj(Jq);
     983             :           }
     984           0 :           else if (muellerTerm==6){
     985           0 :              M1(s0)=Jpq*conj(Jqp);
     986             :           }
     987             :           else {
     988           0 :               M1(s0)=Jpq*conj(Jq);
     989             :           }
     990           0 :           skyJones.put(M1);
     991             :           // String name3("M1.im");
     992             :           // storeImg(name3,skyJones);
     993             :           // cout<<"Writing M1 to disk, muellerTerm : "<< muellerTerm <<"\n";
     994           0 :           M1.resize();
     995             :      }
     996           0 :      else if ((8<=muellerTerm)&&(muellerTerm<12))
     997             :      {
     998           0 :           M2=0;
     999           0 :           if (muellerTerm==8) {
    1000           0 :               M2(s0)=Jqp*conj(Jp);
    1001             :           }
    1002           0 :           else if (muellerTerm==9){
    1003           0 :               M2(s0)=Jqp*conj(Jpq);
    1004             :           }
    1005           0 :           else if (muellerTerm==10){
    1006           0 :               M2(s0)=Jq*conj(Jp);
    1007             :           }
    1008             :           else {
    1009           0 :               M2(s0)=Jq*conj(Jpq);
    1010             :           }
    1011           0 :           skyJones.put(M2);
    1012             :           // String name4("M2.im");
    1013             :           // storeImg(name4,skyJones);
    1014             :           // cout<<"Writing M2 to disk, muellerTerm : "<< muellerTerm <<"\n";
    1015           0 :           M2.resize();
    1016             :      }
    1017           0 :      else if ((12<=muellerTerm)&&(muellerTerm<16))
    1018             :      {
    1019           0 :           M3=0;
    1020           0 :           if (muellerTerm==12) {
    1021           0 :               M3(s0)=Jqp*conj(Jqp);
    1022             :           }
    1023           0 :           else if (muellerTerm==13){
    1024           0 :               M3(s0)=Jqp*conj(Jq);
    1025             :           }
    1026           0 :           else if (muellerTerm==14){
    1027           0 :               M3(s0)=Jq*conj(Jqp);
    1028             :           }
    1029             :           else {
    1030           0 :               M3(s0)=Jq*conj(Jq);
    1031             :           }
    1032           0 :           skyJones.put(M3);
    1033             :           // String name5("M3.im");
    1034             :           // storeImg(name5,skyJones);
    1035             :           // cout<<"Writing M3 to disk, muellerTerm : "<< muellerTerm <<"\n";
    1036           0 :           M3.resize();
    1037             :      }
    1038             : //    cout<<"Mueller Matrix row computation complete \n";       
    1039           0 :      }
    1040             : //    skyJones.put(buf);
    1041             : 
    1042           0 :     }
    1043             :   
    1044             : 
    1045             :   
    1046           0 :   void VLACalcIlluminationConvFunc::makeFullJones(ImageInterface<Complex>& /*pbImage*/, 
    1047             :                                                   const VisBuffer2& /*vb*/, 
    1048             :                                                   Bool /*doSquint*/,
    1049             :                                                   Int /*bandID*/, 
    1050             :                                                   Double /*freqVal*/) 
    1051           0 :   {}
    1052             : 
    1053             :   };  
    1054             : };

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