1 | // |
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2 | // C++ Implementation: STMath |
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3 | // |
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4 | // Description: |
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5 | // |
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6 | // |
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7 | // Author: Malte Marquarding <asap@atnf.csiro.au>, (C) 2006 |
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8 | // |
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9 | // Copyright: See COPYING file that comes with this distribution |
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10 | // |
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11 | // |
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12 | |
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13 | #include <casa/iomanip.h> |
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14 | #include <casa/Exceptions/Error.h> |
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15 | #include <casa/Containers/Block.h> |
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16 | #include <casa/BasicSL/String.h> |
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17 | #include <casa/Arrays/MaskArrLogi.h> |
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18 | #include <casa/Arrays/MaskArrMath.h> |
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19 | #include <casa/Arrays/ArrayLogical.h> |
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20 | #include <casa/Arrays/ArrayMath.h> |
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21 | #include <casa/Arrays/Slice.h> |
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22 | #include <casa/Arrays/Slicer.h> |
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23 | #include <casa/Containers/RecordField.h> |
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24 | #include <tables/Tables/TableRow.h> |
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25 | #include <tables/Tables/TableVector.h> |
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26 | #include <tables/Tables/TabVecMath.h> |
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27 | #include <tables/Tables/ExprNode.h> |
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28 | #include <tables/Tables/TableRecord.h> |
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29 | #include <tables/Tables/TableParse.h> |
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30 | #include <tables/Tables/ReadAsciiTable.h> |
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31 | #include <tables/Tables/TableIter.h> |
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32 | #include <tables/Tables/TableCopy.h> |
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33 | #include <scimath/Mathematics/FFTServer.h> |
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34 | |
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35 | #include <lattices/Lattices/LatticeUtilities.h> |
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36 | |
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37 | #include <coordinates/Coordinates/SpectralCoordinate.h> |
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38 | #include <coordinates/Coordinates/CoordinateSystem.h> |
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39 | #include <coordinates/Coordinates/CoordinateUtil.h> |
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40 | #include <coordinates/Coordinates/FrequencyAligner.h> |
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41 | |
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42 | #include <scimath/Mathematics/VectorKernel.h> |
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43 | #include <scimath/Mathematics/Convolver.h> |
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44 | #include <scimath/Functionals/Polynomial.h> |
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45 | |
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46 | #include <atnf/PKSIO/SrcType.h> |
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47 | |
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48 | #include <casa/Logging/LogIO.h> |
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49 | #include <sstream> |
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50 | |
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51 | #include "MathUtils.h" |
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52 | #include "RowAccumulator.h" |
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53 | #include "STAttr.h" |
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54 | #include "STSelector.h" |
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55 | |
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56 | #include "STMath.h" |
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57 | using namespace casa; |
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58 | |
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59 | using namespace asap; |
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60 | |
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61 | // tolerance for direction comparison (rad) |
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62 | #define TOL_OTF 1.0e-15 |
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63 | #define TOL_POINT 2.9088821e-4 // 1 arcmin |
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64 | |
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65 | STMath::STMath(bool insitu) : |
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66 | insitu_(insitu) |
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67 | { |
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68 | } |
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69 | |
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70 | |
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71 | STMath::~STMath() |
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72 | { |
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73 | } |
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74 | |
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75 | CountedPtr<Scantable> |
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76 | STMath::average( const std::vector<CountedPtr<Scantable> >& in, |
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77 | const std::vector<bool>& mask, |
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78 | const std::string& weight, |
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79 | const std::string& avmode) |
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80 | { |
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81 | LogIO os( LogOrigin( "STMath", "average()", WHERE ) ) ; |
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82 | if ( avmode == "SCAN" && in.size() != 1 ) |
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83 | throw(AipsError("Can't perform 'SCAN' averaging on multiple tables.\n" |
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84 | "Use merge first.")); |
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85 | WeightType wtype = stringToWeight(weight); |
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86 | |
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87 | // check if OTF observation |
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88 | String obstype = in[0]->getHeader().obstype ; |
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89 | Double tol = 0.0 ; |
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90 | if ( (obstype.find( "OTF" ) != String::npos) || (obstype.find( "OBSERVE_TARGET" ) != String::npos) ) { |
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91 | tol = TOL_OTF ; |
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92 | } |
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93 | else { |
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94 | tol = TOL_POINT ; |
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95 | } |
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96 | |
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97 | // output |
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98 | // clone as this is non insitu |
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99 | bool insitu = insitu_; |
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100 | setInsitu(false); |
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101 | CountedPtr< Scantable > out = getScantable(in[0], true); |
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102 | setInsitu(insitu); |
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103 | std::vector<CountedPtr<Scantable> >::const_iterator stit = in.begin(); |
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104 | ++stit; |
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105 | while ( stit != in.end() ) { |
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106 | out->appendToHistoryTable((*stit)->history()); |
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107 | ++stit; |
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108 | } |
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109 | |
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110 | Table& tout = out->table(); |
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111 | |
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112 | /// @todo check if all scantables are conformant |
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113 | |
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114 | ArrayColumn<Float> specColOut(tout,"SPECTRA"); |
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115 | ArrayColumn<uChar> flagColOut(tout,"FLAGTRA"); |
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116 | ArrayColumn<Float> tsysColOut(tout,"TSYS"); |
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117 | ScalarColumn<Double> mjdColOut(tout,"TIME"); |
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118 | ScalarColumn<Double> intColOut(tout,"INTERVAL"); |
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119 | ScalarColumn<uInt> cycColOut(tout,"CYCLENO"); |
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120 | ScalarColumn<uInt> scanColOut(tout,"SCANNO"); |
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121 | |
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122 | // set up the output table rows. These are based on the structure of the |
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123 | // FIRST scantable in the vector |
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124 | const Table& baset = in[0]->table(); |
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125 | |
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126 | Block<String> cols(3); |
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127 | cols[0] = String("BEAMNO"); |
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128 | cols[1] = String("IFNO"); |
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129 | cols[2] = String("POLNO"); |
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130 | if ( avmode == "SOURCE" ) { |
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131 | cols.resize(4); |
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132 | cols[3] = String("SRCNAME"); |
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133 | } |
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134 | if ( avmode == "SCAN" && in.size() == 1) { |
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135 | //cols.resize(4); |
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136 | //cols[3] = String("SCANNO"); |
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137 | cols.resize(5); |
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138 | cols[3] = String("SRCNAME"); |
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139 | cols[4] = String("SCANNO"); |
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140 | } |
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141 | uInt outrowCount = 0; |
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142 | TableIterator iter(baset, cols); |
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143 | // int count = 0 ; |
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144 | while (!iter.pastEnd()) { |
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145 | Table subt = iter.table(); |
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146 | // // copy the first row of this selection into the new table |
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147 | // tout.addRow(); |
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148 | // TableCopy::copyRows(tout, subt, outrowCount, 0, 1); |
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149 | // // re-index to 0 |
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150 | // if ( avmode != "SCAN" && avmode != "SOURCE" ) { |
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151 | // scanColOut.put(outrowCount, uInt(0)); |
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152 | // } |
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153 | // ++outrowCount; |
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154 | MDirection::ScalarColumn dircol ; |
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155 | dircol.attach( subt, "DIRECTION" ) ; |
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156 | Int length = subt.nrow() ; |
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157 | vector< Vector<Double> > dirs ; |
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158 | vector<int> indexes ; |
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159 | for ( Int i = 0 ; i < length ; i++ ) { |
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160 | Vector<Double> t = dircol(i).getAngle(Unit(String("rad"))).getValue() ; |
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161 | //os << << count++ << ": " ; |
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162 | //os << "[" << t[0] << "," << t[1] << "]" << LogIO::POST ; |
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163 | bool adddir = true ; |
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164 | for ( uInt j = 0 ; j < dirs.size() ; j++ ) { |
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165 | //if ( allTrue( t == dirs[j] ) ) { |
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166 | Double dx = t[0] - dirs[j][0] ; |
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167 | Double dy = t[1] - dirs[j][1] ; |
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168 | Double dd = sqrt( dx * dx + dy * dy ) ; |
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169 | //if ( allNearAbs( t, dirs[j], tol ) ) { |
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170 | if ( dd <= tol ) { |
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171 | adddir = false ; |
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172 | break ; |
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173 | } |
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174 | } |
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175 | if ( adddir ) { |
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176 | dirs.push_back( t ) ; |
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177 | indexes.push_back( i ) ; |
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178 | } |
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179 | } |
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180 | uInt rowNum = dirs.size() ; |
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181 | tout.addRow( rowNum ) ; |
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182 | for ( uInt i = 0 ; i < rowNum ; i++ ) { |
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183 | TableCopy::copyRows( tout, subt, outrowCount+i, indexes[i], 1 ) ; |
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184 | // re-index to 0 |
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185 | if ( avmode != "SCAN" && avmode != "SOURCE" ) { |
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186 | scanColOut.put(outrowCount+i, uInt(0)); |
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187 | } |
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188 | } |
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189 | outrowCount += rowNum ; |
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190 | ++iter; |
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191 | } |
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192 | RowAccumulator acc(wtype); |
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193 | Vector<Bool> cmask(mask); |
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194 | acc.setUserMask(cmask); |
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195 | ROTableRow row(tout); |
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196 | ROArrayColumn<Float> specCol, tsysCol; |
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197 | ROArrayColumn<uChar> flagCol; |
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198 | ROScalarColumn<Double> mjdCol, intCol; |
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199 | ROScalarColumn<Int> scanIDCol; |
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200 | |
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201 | Vector<uInt> rowstodelete; |
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202 | |
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203 | for (uInt i=0; i < tout.nrow(); ++i) { |
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204 | for ( int j=0; j < int(in.size()); ++j ) { |
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205 | const Table& tin = in[j]->table(); |
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206 | const TableRecord& rec = row.get(i); |
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207 | ROScalarColumn<Double> tmp(tin, "TIME"); |
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208 | Double td;tmp.get(0,td); |
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209 | Table basesubt = tin(tin.col("BEAMNO") == Int(rec.asuInt("BEAMNO")) |
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210 | && tin.col("IFNO") == Int(rec.asuInt("IFNO")) |
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211 | && tin.col("POLNO") == Int(rec.asuInt("POLNO")) ); |
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212 | Table subt; |
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213 | if ( avmode == "SOURCE") { |
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214 | subt = basesubt( basesubt.col("SRCNAME") == rec.asString("SRCNAME") ); |
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215 | } else if (avmode == "SCAN") { |
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216 | //subt = basesubt( basesubt.col("SCANNO") == Int(rec.asuInt("SCANNO")) ); |
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217 | subt = basesubt( basesubt.col("SCANNO") == Int(rec.asuInt("SCANNO")) |
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218 | && basesubt.col("SRCNAME") == rec.asString("SRCNAME") ); |
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219 | } else { |
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220 | subt = basesubt; |
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221 | } |
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222 | |
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223 | vector<uInt> removeRows ; |
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224 | uInt nrsubt = subt.nrow() ; |
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225 | for ( uInt irow = 0 ; irow < nrsubt ; irow++ ) { |
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226 | //if ( !allTrue((subt.col("DIRECTION").getArrayDouble(TableExprId(irow)))==rec.asArrayDouble("DIRECTION")) ) { |
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227 | Vector<Double> x0 = (subt.col("DIRECTION").getArrayDouble(TableExprId(irow))) ; |
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228 | Vector<Double> x1 = rec.asArrayDouble("DIRECTION") ; |
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229 | double dx = x0[0] - x1[0] ; |
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230 | double dy = x0[0] - x1[0] ; |
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231 | Double dd = sqrt( dx * dx + dy * dy ) ; |
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232 | //if ( !allNearAbs((subt.col("DIRECTION").getArrayDouble(TableExprId(irow))), rec.asArrayDouble("DIRECTION"), tol ) ) { |
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233 | if ( dd > tol ) { |
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234 | removeRows.push_back( irow ) ; |
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235 | } |
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236 | } |
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237 | if ( removeRows.size() != 0 ) { |
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238 | subt.removeRow( removeRows ) ; |
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239 | } |
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240 | |
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241 | if ( nrsubt == removeRows.size() ) |
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242 | throw(AipsError("Averaging data is empty.")) ; |
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243 | |
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244 | specCol.attach(subt,"SPECTRA"); |
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245 | flagCol.attach(subt,"FLAGTRA"); |
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246 | tsysCol.attach(subt,"TSYS"); |
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247 | intCol.attach(subt,"INTERVAL"); |
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248 | mjdCol.attach(subt,"TIME"); |
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249 | Vector<Float> spec,tsys; |
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250 | Vector<uChar> flag; |
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251 | Double inter,time; |
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252 | for (uInt k = 0; k < subt.nrow(); ++k ) { |
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253 | flagCol.get(k, flag); |
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254 | Vector<Bool> bflag(flag.shape()); |
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255 | convertArray(bflag, flag); |
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256 | /* |
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257 | if ( allEQ(bflag, True) ) { |
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258 | continue;//don't accumulate |
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259 | } |
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260 | */ |
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261 | specCol.get(k, spec); |
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262 | tsysCol.get(k, tsys); |
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263 | intCol.get(k, inter); |
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264 | mjdCol.get(k, time); |
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265 | // spectrum has to be added last to enable weighting by the other values |
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266 | acc.add(spec, !bflag, tsys, inter, time); |
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267 | } |
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268 | } |
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269 | const Vector<Bool>& msk = acc.getMask(); |
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270 | if ( allEQ(msk, False) ) { |
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271 | uint n = rowstodelete.nelements(); |
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272 | rowstodelete.resize(n+1, True); |
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273 | rowstodelete[n] = i; |
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274 | continue; |
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275 | } |
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276 | //write out |
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277 | if (acc.state()) { |
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278 | Vector<uChar> flg(msk.shape()); |
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279 | convertArray(flg, !msk); |
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280 | flagColOut.put(i, flg); |
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281 | specColOut.put(i, acc.getSpectrum()); |
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282 | tsysColOut.put(i, acc.getTsys()); |
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283 | intColOut.put(i, acc.getInterval()); |
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284 | mjdColOut.put(i, acc.getTime()); |
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285 | // we should only have one cycle now -> reset it to be 0 |
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286 | // frequency switched data has different CYCLENO for different IFNO |
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287 | // which requires resetting this value |
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288 | cycColOut.put(i, uInt(0)); |
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289 | } else { |
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290 | ostringstream oss; |
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291 | oss << "For output row="<<i<<", all input rows of data are flagged. no averaging" << endl; |
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292 | pushLog(String(oss)); |
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293 | } |
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294 | acc.reset(); |
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295 | } |
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296 | if (rowstodelete.nelements() > 0) { |
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297 | //cout << rowstodelete << endl; |
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298 | os << rowstodelete << LogIO::POST ; |
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299 | tout.removeRow(rowstodelete); |
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300 | if (tout.nrow() == 0) { |
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301 | throw(AipsError("Can't average fully flagged data.")); |
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302 | } |
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303 | } |
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304 | return out; |
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305 | } |
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306 | |
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307 | CountedPtr< Scantable > |
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308 | STMath::averageChannel( const CountedPtr < Scantable > & in, |
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309 | const std::string & mode, |
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310 | const std::string& avmode ) |
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311 | { |
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312 | // check if OTF observation |
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313 | String obstype = in->getHeader().obstype ; |
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314 | Double tol = 0.0 ; |
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315 | if ( obstype.find( "OTF" ) != String::npos ) { |
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316 | tol = TOL_OTF ; |
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317 | } |
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318 | else { |
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319 | tol = TOL_POINT ; |
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320 | } |
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321 | |
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322 | // clone as this is non insitu |
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323 | bool insitu = insitu_; |
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324 | setInsitu(false); |
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325 | CountedPtr< Scantable > out = getScantable(in, true); |
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326 | setInsitu(insitu); |
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327 | Table& tout = out->table(); |
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328 | ArrayColumn<Float> specColOut(tout,"SPECTRA"); |
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329 | ArrayColumn<uChar> flagColOut(tout,"FLAGTRA"); |
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330 | ArrayColumn<Float> tsysColOut(tout,"TSYS"); |
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331 | ScalarColumn<uInt> scanColOut(tout,"SCANNO"); |
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332 | ScalarColumn<Double> intColOut(tout, "INTERVAL"); |
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333 | Table tmp = in->table().sort("BEAMNO"); |
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334 | Block<String> cols(3); |
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335 | cols[0] = String("BEAMNO"); |
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336 | cols[1] = String("IFNO"); |
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337 | cols[2] = String("POLNO"); |
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338 | if ( avmode == "SCAN") { |
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339 | cols.resize(4); |
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340 | cols[3] = String("SCANNO"); |
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341 | } |
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342 | uInt outrowCount = 0; |
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343 | uChar userflag = 1 << 7; |
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344 | TableIterator iter(tmp, cols); |
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345 | while (!iter.pastEnd()) { |
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346 | Table subt = iter.table(); |
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347 | ROArrayColumn<Float> specCol, tsysCol; |
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348 | ROArrayColumn<uChar> flagCol; |
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349 | ROScalarColumn<Double> intCol(subt, "INTERVAL"); |
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350 | specCol.attach(subt,"SPECTRA"); |
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351 | flagCol.attach(subt,"FLAGTRA"); |
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352 | tsysCol.attach(subt,"TSYS"); |
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353 | // tout.addRow(); |
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354 | // TableCopy::copyRows(tout, subt, outrowCount, 0, 1); |
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355 | // if ( avmode != "SCAN") { |
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356 | // scanColOut.put(outrowCount, uInt(0)); |
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357 | // } |
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358 | // Vector<Float> tmp; |
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359 | // specCol.get(0, tmp); |
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360 | // uInt nchan = tmp.nelements(); |
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361 | // // have to do channel by channel here as MaskedArrMath |
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362 | // // doesn't have partialMedians |
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363 | // Vector<uChar> flags = flagCol.getColumn(Slicer(Slice(0))); |
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364 | // Vector<Float> outspec(nchan); |
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365 | // Vector<uChar> outflag(nchan,0); |
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366 | // Vector<Float> outtsys(1);/// @fixme when tsys is channel based |
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367 | // for (uInt i=0; i<nchan; ++i) { |
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368 | // Vector<Float> specs = specCol.getColumn(Slicer(Slice(i))); |
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369 | // MaskedArray<Float> ma = maskedArray(specs,flags); |
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370 | // outspec[i] = median(ma); |
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371 | // if ( allEQ(ma.getMask(), False) ) |
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372 | // outflag[i] = userflag;// flag data |
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373 | // } |
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374 | // outtsys[0] = median(tsysCol.getColumn()); |
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375 | // specColOut.put(outrowCount, outspec); |
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376 | // flagColOut.put(outrowCount, outflag); |
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377 | // tsysColOut.put(outrowCount, outtsys); |
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378 | // Double intsum = sum(intCol.getColumn()); |
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379 | // intColOut.put(outrowCount, intsum); |
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380 | // ++outrowCount; |
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381 | // ++iter; |
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382 | MDirection::ScalarColumn dircol ; |
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383 | dircol.attach( subt, "DIRECTION" ) ; |
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384 | Int length = subt.nrow() ; |
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385 | vector< Vector<Double> > dirs ; |
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386 | vector<int> indexes ; |
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387 | for ( Int i = 0 ; i < length ; i++ ) { |
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388 | Vector<Double> t = dircol(i).getAngle(Unit(String("rad"))).getValue() ; |
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389 | bool adddir = true ; |
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390 | for ( uInt j = 0 ; j < dirs.size() ; j++ ) { |
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391 | //if ( allTrue( t == dirs[j] ) ) { |
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392 | Double dx = t[0] - dirs[j][0] ; |
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393 | Double dy = t[1] - dirs[j][1] ; |
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394 | Double dd = sqrt( dx * dx + dy * dy ) ; |
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395 | //if ( allNearAbs( t, dirs[j], tol ) ) { |
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396 | if ( dd <= tol ) { |
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397 | adddir = false ; |
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398 | break ; |
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399 | } |
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400 | } |
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401 | if ( adddir ) { |
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402 | dirs.push_back( t ) ; |
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403 | indexes.push_back( i ) ; |
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404 | } |
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405 | } |
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406 | uInt rowNum = dirs.size() ; |
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407 | tout.addRow( rowNum ); |
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408 | for ( uInt i = 0 ; i < rowNum ; i++ ) { |
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409 | TableCopy::copyRows(tout, subt, outrowCount+i, indexes[i], 1) ; |
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410 | if ( avmode != "SCAN") { |
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411 | //scanColOut.put(outrowCount+i, uInt(0)); |
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412 | } |
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413 | } |
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414 | MDirection::ScalarColumn dircolOut ; |
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415 | dircolOut.attach( tout, "DIRECTION" ) ; |
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416 | for ( uInt irow = 0 ; irow < rowNum ; irow++ ) { |
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417 | Vector<Double> t = dircolOut(outrowCount+irow).getAngle(Unit(String("rad"))).getValue() ; |
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418 | Vector<Float> tmp; |
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419 | specCol.get(0, tmp); |
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420 | uInt nchan = tmp.nelements(); |
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421 | // have to do channel by channel here as MaskedArrMath |
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422 | // doesn't have partialMedians |
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423 | Vector<uChar> flags = flagCol.getColumn(Slicer(Slice(0))); |
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424 | // mask spectra for different DIRECTION |
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425 | for ( uInt jrow = 0 ; jrow < subt.nrow() ; jrow++ ) { |
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426 | Vector<Double> direction = dircol(jrow).getAngle(Unit(String("rad"))).getValue() ; |
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427 | //if ( t[0] != direction[0] || t[1] != direction[1] ) { |
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428 | Double dx = t[0] - direction[0] ; |
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429 | Double dy = t[1] - direction[1] ; |
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430 | Double dd = sqrt( dx * dx + dy * dy ) ; |
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431 | //if ( !allNearAbs( t, direction, tol ) ) { |
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432 | if ( dd > tol ) { |
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433 | flags[jrow] = userflag ; |
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434 | } |
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435 | } |
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436 | Vector<Float> outspec(nchan); |
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437 | Vector<uChar> outflag(nchan,0); |
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438 | Vector<Float> outtsys(1);/// @fixme when tsys is channel based |
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439 | for (uInt i=0; i<nchan; ++i) { |
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440 | Vector<Float> specs = specCol.getColumn(Slicer(Slice(i))); |
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441 | MaskedArray<Float> ma = maskedArray(specs,flags); |
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442 | outspec[i] = median(ma); |
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443 | if ( allEQ(ma.getMask(), False) ) |
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444 | outflag[i] = userflag;// flag data |
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445 | } |
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446 | outtsys[0] = median(tsysCol.getColumn()); |
---|
447 | specColOut.put(outrowCount+irow, outspec); |
---|
448 | flagColOut.put(outrowCount+irow, outflag); |
---|
449 | tsysColOut.put(outrowCount+irow, outtsys); |
---|
450 | Vector<Double> integ = intCol.getColumn() ; |
---|
451 | MaskedArray<Double> mi = maskedArray( integ, flags ) ; |
---|
452 | Double intsum = sum(mi); |
---|
453 | intColOut.put(outrowCount+irow, intsum); |
---|
454 | } |
---|
455 | outrowCount += rowNum ; |
---|
456 | ++iter; |
---|
457 | } |
---|
458 | return out; |
---|
459 | } |
---|
460 | |
---|
461 | CountedPtr< Scantable > STMath::getScantable(const CountedPtr< Scantable >& in, |
---|
462 | bool droprows) |
---|
463 | { |
---|
464 | if (insitu_) { |
---|
465 | return in; |
---|
466 | } |
---|
467 | else { |
---|
468 | // clone |
---|
469 | return CountedPtr<Scantable>(new Scantable(*in, Bool(droprows))); |
---|
470 | } |
---|
471 | } |
---|
472 | |
---|
473 | CountedPtr< Scantable > STMath::unaryOperate( const CountedPtr< Scantable >& in, |
---|
474 | float val, |
---|
475 | const std::string& mode, |
---|
476 | bool tsys ) |
---|
477 | { |
---|
478 | CountedPtr< Scantable > out = getScantable(in, false); |
---|
479 | Table& tab = out->table(); |
---|
480 | ArrayColumn<Float> specCol(tab,"SPECTRA"); |
---|
481 | ArrayColumn<Float> tsysCol(tab,"TSYS"); |
---|
482 | for (uInt i=0; i<tab.nrow(); ++i) { |
---|
483 | Vector<Float> spec; |
---|
484 | Vector<Float> ts; |
---|
485 | specCol.get(i, spec); |
---|
486 | tsysCol.get(i, ts); |
---|
487 | if (mode == "MUL" || mode == "DIV") { |
---|
488 | if (mode == "DIV") val = 1.0/val; |
---|
489 | spec *= val; |
---|
490 | specCol.put(i, spec); |
---|
491 | if ( tsys ) { |
---|
492 | ts *= val; |
---|
493 | tsysCol.put(i, ts); |
---|
494 | } |
---|
495 | } else if ( mode == "ADD" || mode == "SUB") { |
---|
496 | if (mode == "SUB") val *= -1.0; |
---|
497 | spec += val; |
---|
498 | specCol.put(i, spec); |
---|
499 | if ( tsys ) { |
---|
500 | ts += val; |
---|
501 | tsysCol.put(i, ts); |
---|
502 | } |
---|
503 | } |
---|
504 | } |
---|
505 | return out; |
---|
506 | } |
---|
507 | |
---|
508 | CountedPtr< Scantable > STMath::arrayOperate( const CountedPtr< Scantable >& in, |
---|
509 | const std::vector<float> val, |
---|
510 | const std::string& mode, |
---|
511 | const std::string& opmode, |
---|
512 | bool tsys ) |
---|
513 | { |
---|
514 | CountedPtr< Scantable > out ; |
---|
515 | if ( opmode == "channel" ) { |
---|
516 | out = arrayOperateChannel( in, val, mode, tsys ) ; |
---|
517 | } |
---|
518 | else if ( opmode == "row" ) { |
---|
519 | out = arrayOperateRow( in, val, mode, tsys ) ; |
---|
520 | } |
---|
521 | else { |
---|
522 | throw( AipsError( "Unknown array operation mode." ) ) ; |
---|
523 | } |
---|
524 | return out ; |
---|
525 | } |
---|
526 | |
---|
527 | CountedPtr< Scantable > STMath::arrayOperateChannel( const CountedPtr< Scantable >& in, |
---|
528 | const std::vector<float> val, |
---|
529 | const std::string& mode, |
---|
530 | bool tsys ) |
---|
531 | { |
---|
532 | if ( val.size() == 1 ){ |
---|
533 | return unaryOperate( in, val[0], mode, tsys ) ; |
---|
534 | } |
---|
535 | |
---|
536 | // conformity of SPECTRA and TSYS |
---|
537 | if ( tsys ) { |
---|
538 | TableIterator titer(in->table(), "IFNO"); |
---|
539 | while ( !titer.pastEnd() ) { |
---|
540 | ArrayColumn<Float> specCol( in->table(), "SPECTRA" ) ; |
---|
541 | ArrayColumn<Float> tsysCol( in->table(), "TSYS" ) ; |
---|
542 | Array<Float> spec = specCol.getColumn() ; |
---|
543 | Array<Float> ts = tsysCol.getColumn() ; |
---|
544 | if ( !spec.conform( ts ) ) { |
---|
545 | throw( AipsError( "SPECTRA and TSYS must conform in shape if you want to apply operation on Tsys." ) ) ; |
---|
546 | } |
---|
547 | titer.next() ; |
---|
548 | } |
---|
549 | } |
---|
550 | |
---|
551 | // check if all spectra in the scantable have the same number of channel |
---|
552 | vector<uInt> nchans; |
---|
553 | vector<uInt> ifnos = in->getIFNos() ; |
---|
554 | for ( uInt i = 0 ; i < ifnos.size() ; i++ ) { |
---|
555 | nchans.push_back( in->nchan( ifnos[i] ) ) ; |
---|
556 | } |
---|
557 | Vector<uInt> mchans( nchans ) ; |
---|
558 | if ( anyNE( mchans, mchans[0] ) ) { |
---|
559 | throw( AipsError("All spectra in the input scantable must have the same number of channel for vector operation." ) ) ; |
---|
560 | } |
---|
561 | |
---|
562 | // check if vector size is equal to nchan |
---|
563 | Vector<Float> fact( val ) ; |
---|
564 | if ( fact.nelements() != mchans[0] ) { |
---|
565 | throw( AipsError("Vector size must be 1 or be same as number of channel.") ) ; |
---|
566 | } |
---|
567 | |
---|
568 | // check divided by zero |
---|
569 | if ( ( mode == "DIV" ) && anyEQ( fact, (float)0.0 ) ) { |
---|
570 | throw( AipsError("Divided by zero is not recommended." ) ) ; |
---|
571 | } |
---|
572 | |
---|
573 | CountedPtr< Scantable > out = getScantable(in, false); |
---|
574 | Table& tab = out->table(); |
---|
575 | ArrayColumn<Float> specCol(tab,"SPECTRA"); |
---|
576 | ArrayColumn<Float> tsysCol(tab,"TSYS"); |
---|
577 | for (uInt i=0; i<tab.nrow(); ++i) { |
---|
578 | Vector<Float> spec; |
---|
579 | Vector<Float> ts; |
---|
580 | specCol.get(i, spec); |
---|
581 | tsysCol.get(i, ts); |
---|
582 | if (mode == "MUL" || mode == "DIV") { |
---|
583 | if (mode == "DIV") fact = (float)1.0 / fact; |
---|
584 | spec *= fact; |
---|
585 | specCol.put(i, spec); |
---|
586 | if ( tsys ) { |
---|
587 | ts *= fact; |
---|
588 | tsysCol.put(i, ts); |
---|
589 | } |
---|
590 | } else if ( mode == "ADD" || mode == "SUB") { |
---|
591 | if (mode == "SUB") fact *= (float)-1.0 ; |
---|
592 | spec += fact; |
---|
593 | specCol.put(i, spec); |
---|
594 | if ( tsys ) { |
---|
595 | ts += fact; |
---|
596 | tsysCol.put(i, ts); |
---|
597 | } |
---|
598 | } |
---|
599 | } |
---|
600 | return out; |
---|
601 | } |
---|
602 | |
---|
603 | CountedPtr< Scantable > STMath::arrayOperateRow( const CountedPtr< Scantable >& in, |
---|
604 | const std::vector<float> val, |
---|
605 | const std::string& mode, |
---|
606 | bool tsys ) |
---|
607 | { |
---|
608 | if ( val.size() == 1 ) { |
---|
609 | return unaryOperate( in, val[0], mode, tsys ) ; |
---|
610 | } |
---|
611 | |
---|
612 | // conformity of SPECTRA and TSYS |
---|
613 | if ( tsys ) { |
---|
614 | TableIterator titer(in->table(), "IFNO"); |
---|
615 | while ( !titer.pastEnd() ) { |
---|
616 | ArrayColumn<Float> specCol( in->table(), "SPECTRA" ) ; |
---|
617 | ArrayColumn<Float> tsysCol( in->table(), "TSYS" ) ; |
---|
618 | Array<Float> spec = specCol.getColumn() ; |
---|
619 | Array<Float> ts = tsysCol.getColumn() ; |
---|
620 | if ( !spec.conform( ts ) ) { |
---|
621 | throw( AipsError( "SPECTRA and TSYS must conform in shape if you want to apply operation on Tsys." ) ) ; |
---|
622 | } |
---|
623 | titer.next() ; |
---|
624 | } |
---|
625 | } |
---|
626 | |
---|
627 | // check if vector size is equal to nrow |
---|
628 | Vector<Float> fact( val ) ; |
---|
629 | if ( fact.nelements() != in->nrow() ) { |
---|
630 | throw( AipsError("Vector size must be 1 or be same as number of row.") ) ; |
---|
631 | } |
---|
632 | |
---|
633 | // check divided by zero |
---|
634 | if ( ( mode == "DIV" ) && anyEQ( fact, (float)0.0 ) ) { |
---|
635 | throw( AipsError("Divided by zero is not recommended." ) ) ; |
---|
636 | } |
---|
637 | |
---|
638 | CountedPtr< Scantable > out = getScantable(in, false); |
---|
639 | Table& tab = out->table(); |
---|
640 | ArrayColumn<Float> specCol(tab,"SPECTRA"); |
---|
641 | ArrayColumn<Float> tsysCol(tab,"TSYS"); |
---|
642 | if (mode == "DIV") fact = (float)1.0 / fact; |
---|
643 | if (mode == "SUB") fact *= (float)-1.0 ; |
---|
644 | for (uInt i=0; i<tab.nrow(); ++i) { |
---|
645 | Vector<Float> spec; |
---|
646 | Vector<Float> ts; |
---|
647 | specCol.get(i, spec); |
---|
648 | tsysCol.get(i, ts); |
---|
649 | if (mode == "MUL" || mode == "DIV") { |
---|
650 | spec *= fact[i]; |
---|
651 | specCol.put(i, spec); |
---|
652 | if ( tsys ) { |
---|
653 | ts *= fact[i]; |
---|
654 | tsysCol.put(i, ts); |
---|
655 | } |
---|
656 | } else if ( mode == "ADD" || mode == "SUB") { |
---|
657 | spec += fact[i]; |
---|
658 | specCol.put(i, spec); |
---|
659 | if ( tsys ) { |
---|
660 | ts += fact[i]; |
---|
661 | tsysCol.put(i, ts); |
---|
662 | } |
---|
663 | } |
---|
664 | } |
---|
665 | return out; |
---|
666 | } |
---|
667 | |
---|
668 | CountedPtr< Scantable > STMath::array2dOperate( const CountedPtr< Scantable >& in, |
---|
669 | const std::vector< std::vector<float> > val, |
---|
670 | const std::string& mode, |
---|
671 | bool tsys ) |
---|
672 | { |
---|
673 | // conformity of SPECTRA and TSYS |
---|
674 | if ( tsys ) { |
---|
675 | TableIterator titer(in->table(), "IFNO"); |
---|
676 | while ( !titer.pastEnd() ) { |
---|
677 | ArrayColumn<Float> specCol( in->table(), "SPECTRA" ) ; |
---|
678 | ArrayColumn<Float> tsysCol( in->table(), "TSYS" ) ; |
---|
679 | Array<Float> spec = specCol.getColumn() ; |
---|
680 | Array<Float> ts = tsysCol.getColumn() ; |
---|
681 | if ( !spec.conform( ts ) ) { |
---|
682 | throw( AipsError( "SPECTRA and TSYS must conform in shape if you want to apply operation on Tsys." ) ) ; |
---|
683 | } |
---|
684 | titer.next() ; |
---|
685 | } |
---|
686 | } |
---|
687 | |
---|
688 | // some checks |
---|
689 | vector<uInt> nchans; |
---|
690 | for ( uInt i = 0 ; i < in->nrow() ; i++ ) { |
---|
691 | nchans.push_back( (in->getSpectrum( i )).size() ) ; |
---|
692 | } |
---|
693 | //Vector<uInt> mchans( nchans ) ; |
---|
694 | vector< Vector<Float> > facts ; |
---|
695 | for ( uInt i = 0 ; i < nchans.size() ; i++ ) { |
---|
696 | Vector<Float> tmp( val[i] ) ; |
---|
697 | // check divided by zero |
---|
698 | if ( ( mode == "DIV" ) && anyEQ( tmp, (float)0.0 ) ) { |
---|
699 | throw( AipsError("Divided by zero is not recommended." ) ) ; |
---|
700 | } |
---|
701 | // conformity check |
---|
702 | if ( tmp.nelements() != nchans[i] ) { |
---|
703 | stringstream ss ; |
---|
704 | ss << "Row " << i << ": Vector size must be same as number of channel." ; |
---|
705 | throw( AipsError( ss.str() ) ) ; |
---|
706 | } |
---|
707 | facts.push_back( tmp ) ; |
---|
708 | } |
---|
709 | |
---|
710 | |
---|
711 | CountedPtr< Scantable > out = getScantable(in, false); |
---|
712 | Table& tab = out->table(); |
---|
713 | ArrayColumn<Float> specCol(tab,"SPECTRA"); |
---|
714 | ArrayColumn<Float> tsysCol(tab,"TSYS"); |
---|
715 | for (uInt i=0; i<tab.nrow(); ++i) { |
---|
716 | Vector<Float> fact = facts[i] ; |
---|
717 | Vector<Float> spec; |
---|
718 | Vector<Float> ts; |
---|
719 | specCol.get(i, spec); |
---|
720 | tsysCol.get(i, ts); |
---|
721 | if (mode == "MUL" || mode == "DIV") { |
---|
722 | if (mode == "DIV") fact = (float)1.0 / fact; |
---|
723 | spec *= fact; |
---|
724 | specCol.put(i, spec); |
---|
725 | if ( tsys ) { |
---|
726 | ts *= fact; |
---|
727 | tsysCol.put(i, ts); |
---|
728 | } |
---|
729 | } else if ( mode == "ADD" || mode == "SUB") { |
---|
730 | if (mode == "SUB") fact *= (float)-1.0 ; |
---|
731 | spec += fact; |
---|
732 | specCol.put(i, spec); |
---|
733 | if ( tsys ) { |
---|
734 | ts += fact; |
---|
735 | tsysCol.put(i, ts); |
---|
736 | } |
---|
737 | } |
---|
738 | } |
---|
739 | return out; |
---|
740 | } |
---|
741 | |
---|
742 | CountedPtr<Scantable> STMath::binaryOperate(const CountedPtr<Scantable>& left, |
---|
743 | const CountedPtr<Scantable>& right, |
---|
744 | const std::string& mode) |
---|
745 | { |
---|
746 | bool insitu = insitu_; |
---|
747 | if ( ! left->conformant(*right) ) { |
---|
748 | throw(AipsError("'left' and 'right' scantables are not conformant.")); |
---|
749 | } |
---|
750 | setInsitu(false); |
---|
751 | CountedPtr< Scantable > out = getScantable(left, false); |
---|
752 | setInsitu(insitu); |
---|
753 | Table& tout = out->table(); |
---|
754 | Block<String> coln(5); |
---|
755 | coln[0] = "SCANNO"; coln[1] = "CYCLENO"; coln[2] = "BEAMNO"; |
---|
756 | coln[3] = "IFNO"; coln[4] = "POLNO"; |
---|
757 | Table tmpl = tout.sort(coln); |
---|
758 | Table tmpr = right->table().sort(coln); |
---|
759 | ArrayColumn<Float> lspecCol(tmpl,"SPECTRA"); |
---|
760 | ROArrayColumn<Float> rspecCol(tmpr,"SPECTRA"); |
---|
761 | ArrayColumn<uChar> lflagCol(tmpl,"FLAGTRA"); |
---|
762 | ROArrayColumn<uChar> rflagCol(tmpr,"FLAGTRA"); |
---|
763 | |
---|
764 | for (uInt i=0; i<tout.nrow(); ++i) { |
---|
765 | Vector<Float> lspecvec, rspecvec; |
---|
766 | Vector<uChar> lflagvec, rflagvec; |
---|
767 | lspecvec = lspecCol(i); rspecvec = rspecCol(i); |
---|
768 | lflagvec = lflagCol(i); rflagvec = rflagCol(i); |
---|
769 | MaskedArray<Float> mleft = maskedArray(lspecvec, lflagvec); |
---|
770 | MaskedArray<Float> mright = maskedArray(rspecvec, rflagvec); |
---|
771 | if (mode == "ADD") { |
---|
772 | mleft += mright; |
---|
773 | } else if ( mode == "SUB") { |
---|
774 | mleft -= mright; |
---|
775 | } else if ( mode == "MUL") { |
---|
776 | mleft *= mright; |
---|
777 | } else if ( mode == "DIV") { |
---|
778 | mleft /= mright; |
---|
779 | } else { |
---|
780 | throw(AipsError("Illegal binary operator")); |
---|
781 | } |
---|
782 | lspecCol.put(i, mleft.getArray()); |
---|
783 | } |
---|
784 | return out; |
---|
785 | } |
---|
786 | |
---|
787 | |
---|
788 | |
---|
789 | MaskedArray<Float> STMath::maskedArray( const Vector<Float>& s, |
---|
790 | const Vector<uChar>& f) |
---|
791 | { |
---|
792 | Vector<Bool> mask; |
---|
793 | mask.resize(f.shape()); |
---|
794 | convertArray(mask, f); |
---|
795 | return MaskedArray<Float>(s,!mask); |
---|
796 | } |
---|
797 | |
---|
798 | MaskedArray<Double> STMath::maskedArray( const Vector<Double>& s, |
---|
799 | const Vector<uChar>& f) |
---|
800 | { |
---|
801 | Vector<Bool> mask; |
---|
802 | mask.resize(f.shape()); |
---|
803 | convertArray(mask, f); |
---|
804 | return MaskedArray<Double>(s,!mask); |
---|
805 | } |
---|
806 | |
---|
807 | Vector<uChar> STMath::flagsFromMA(const MaskedArray<Float>& ma) |
---|
808 | { |
---|
809 | const Vector<Bool>& m = ma.getMask(); |
---|
810 | Vector<uChar> flags(m.shape()); |
---|
811 | convertArray(flags, !m); |
---|
812 | return flags; |
---|
813 | } |
---|
814 | |
---|
815 | CountedPtr< Scantable > STMath::autoQuotient( const CountedPtr< Scantable >& in, |
---|
816 | const std::string & mode, |
---|
817 | bool preserve ) |
---|
818 | { |
---|
819 | /// @todo make other modes available |
---|
820 | /// modes should be "nearest", "pair" |
---|
821 | // make this operation non insitu |
---|
822 | const Table& tin = in->table(); |
---|
823 | Table ons = tin(tin.col("SRCTYPE") == Int(SrcType::PSON)); |
---|
824 | Table offs = tin(tin.col("SRCTYPE") == Int(SrcType::PSOFF)); |
---|
825 | if ( offs.nrow() == 0 ) |
---|
826 | throw(AipsError("No 'off' scans present.")); |
---|
827 | // put all "on" scans into output table |
---|
828 | |
---|
829 | bool insitu = insitu_; |
---|
830 | setInsitu(false); |
---|
831 | CountedPtr< Scantable > out = getScantable(in, true); |
---|
832 | setInsitu(insitu); |
---|
833 | Table& tout = out->table(); |
---|
834 | |
---|
835 | TableCopy::copyRows(tout, ons); |
---|
836 | TableRow row(tout); |
---|
837 | ROScalarColumn<Double> offtimeCol(offs, "TIME"); |
---|
838 | ArrayColumn<Float> outspecCol(tout, "SPECTRA"); |
---|
839 | ROArrayColumn<Float> outtsysCol(tout, "TSYS"); |
---|
840 | ArrayColumn<uChar> outflagCol(tout, "FLAGTRA"); |
---|
841 | for (uInt i=0; i < tout.nrow(); ++i) { |
---|
842 | const TableRecord& rec = row.get(i); |
---|
843 | Double ontime = rec.asDouble("TIME"); |
---|
844 | Table presel = offs(offs.col("BEAMNO") == Int(rec.asuInt("BEAMNO")) |
---|
845 | && offs.col("IFNO") == Int(rec.asuInt("IFNO")) |
---|
846 | && offs.col("POLNO") == Int(rec.asuInt("POLNO")) ); |
---|
847 | ROScalarColumn<Double> offtimeCol(presel, "TIME"); |
---|
848 | |
---|
849 | Double mindeltat = min(abs(offtimeCol.getColumn() - ontime)); |
---|
850 | // Timestamp may vary within a cycle ???!!! |
---|
851 | // increase this by 0.01 sec in case of rounding errors... |
---|
852 | // There might be a better way to do this. |
---|
853 | // fix to this fix. TIME is MJD, so 1.0d not 1.0s |
---|
854 | mindeltat += 0.01/24./60./60.; |
---|
855 | Table sel = presel( abs(presel.col("TIME")-ontime) <= mindeltat); |
---|
856 | |
---|
857 | if ( sel.nrow() < 1 ) { |
---|
858 | throw(AipsError("No closest in time found... This could be a rounding " |
---|
859 | "issue. Try quotient instead.")); |
---|
860 | } |
---|
861 | TableRow offrow(sel); |
---|
862 | const TableRecord& offrec = offrow.get(0);//should only be one row |
---|
863 | RORecordFieldPtr< Array<Float> > specoff(offrec, "SPECTRA"); |
---|
864 | RORecordFieldPtr< Array<Float> > tsysoff(offrec, "TSYS"); |
---|
865 | RORecordFieldPtr< Array<uChar> > flagoff(offrec, "FLAGTRA"); |
---|
866 | /// @fixme this assumes tsys is a scalar not vector |
---|
867 | Float tsysoffscalar = (*tsysoff)(IPosition(1,0)); |
---|
868 | Vector<Float> specon, tsyson; |
---|
869 | outtsysCol.get(i, tsyson); |
---|
870 | outspecCol.get(i, specon); |
---|
871 | Vector<uChar> flagon; |
---|
872 | outflagCol.get(i, flagon); |
---|
873 | MaskedArray<Float> mon = maskedArray(specon, flagon); |
---|
874 | MaskedArray<Float> moff = maskedArray(*specoff, *flagoff); |
---|
875 | MaskedArray<Float> quot = (tsysoffscalar * mon / moff); |
---|
876 | if (preserve) { |
---|
877 | quot -= tsysoffscalar; |
---|
878 | } else { |
---|
879 | quot -= tsyson[0]; |
---|
880 | } |
---|
881 | outspecCol.put(i, quot.getArray()); |
---|
882 | outflagCol.put(i, flagsFromMA(quot)); |
---|
883 | } |
---|
884 | // renumber scanno |
---|
885 | TableIterator it(tout, "SCANNO"); |
---|
886 | uInt i = 0; |
---|
887 | while ( !it.pastEnd() ) { |
---|
888 | Table t = it.table(); |
---|
889 | TableVector<uInt> vec(t, "SCANNO"); |
---|
890 | vec = i; |
---|
891 | ++i; |
---|
892 | ++it; |
---|
893 | } |
---|
894 | return out; |
---|
895 | } |
---|
896 | |
---|
897 | |
---|
898 | CountedPtr< Scantable > STMath::quotient( const CountedPtr< Scantable > & on, |
---|
899 | const CountedPtr< Scantable > & off, |
---|
900 | bool preserve ) |
---|
901 | { |
---|
902 | bool insitu = insitu_; |
---|
903 | if ( ! on->conformant(*off) ) { |
---|
904 | throw(AipsError("'on' and 'off' scantables are not conformant.")); |
---|
905 | } |
---|
906 | setInsitu(false); |
---|
907 | CountedPtr< Scantable > out = getScantable(on, false); |
---|
908 | setInsitu(insitu); |
---|
909 | Table& tout = out->table(); |
---|
910 | const Table& toff = off->table(); |
---|
911 | TableIterator sit(tout, "SCANNO"); |
---|
912 | TableIterator s2it(toff, "SCANNO"); |
---|
913 | while ( !sit.pastEnd() ) { |
---|
914 | Table ton = sit.table(); |
---|
915 | TableRow row(ton); |
---|
916 | Table t = s2it.table(); |
---|
917 | ArrayColumn<Float> outspecCol(ton, "SPECTRA"); |
---|
918 | ROArrayColumn<Float> outtsysCol(ton, "TSYS"); |
---|
919 | ArrayColumn<uChar> outflagCol(ton, "FLAGTRA"); |
---|
920 | for (uInt i=0; i < ton.nrow(); ++i) { |
---|
921 | const TableRecord& rec = row.get(i); |
---|
922 | Table offsel = t( t.col("BEAMNO") == Int(rec.asuInt("BEAMNO")) |
---|
923 | && t.col("IFNO") == Int(rec.asuInt("IFNO")) |
---|
924 | && t.col("POLNO") == Int(rec.asuInt("POLNO")) ); |
---|
925 | if ( offsel.nrow() == 0 ) |
---|
926 | throw AipsError("STMath::quotient: no matching off"); |
---|
927 | TableRow offrow(offsel); |
---|
928 | const TableRecord& offrec = offrow.get(0);//should be ncycles - take first |
---|
929 | RORecordFieldPtr< Array<Float> > specoff(offrec, "SPECTRA"); |
---|
930 | RORecordFieldPtr< Array<Float> > tsysoff(offrec, "TSYS"); |
---|
931 | RORecordFieldPtr< Array<uChar> > flagoff(offrec, "FLAGTRA"); |
---|
932 | Float tsysoffscalar = (*tsysoff)(IPosition(1,0)); |
---|
933 | Vector<Float> specon, tsyson; |
---|
934 | outtsysCol.get(i, tsyson); |
---|
935 | outspecCol.get(i, specon); |
---|
936 | Vector<uChar> flagon; |
---|
937 | outflagCol.get(i, flagon); |
---|
938 | MaskedArray<Float> mon = maskedArray(specon, flagon); |
---|
939 | MaskedArray<Float> moff = maskedArray(*specoff, *flagoff); |
---|
940 | MaskedArray<Float> quot = (tsysoffscalar * mon / moff); |
---|
941 | if (preserve) { |
---|
942 | quot -= tsysoffscalar; |
---|
943 | } else { |
---|
944 | quot -= tsyson[0]; |
---|
945 | } |
---|
946 | outspecCol.put(i, quot.getArray()); |
---|
947 | outflagCol.put(i, flagsFromMA(quot)); |
---|
948 | } |
---|
949 | ++sit; |
---|
950 | ++s2it; |
---|
951 | // take the first off for each on scan which doesn't have a |
---|
952 | // matching off scan |
---|
953 | // non <= noff: matching pairs, non > noff matching pairs then first off |
---|
954 | if ( s2it.pastEnd() ) s2it.reset(); |
---|
955 | } |
---|
956 | return out; |
---|
957 | } |
---|
958 | |
---|
959 | // dototalpower (migration of GBTIDL procedure dototalpower.pro) |
---|
960 | // calibrate the CAL on-off pair. It calculate Tsys and average CAL on-off subintegrations |
---|
961 | // do it for each cycles in a specific scan. |
---|
962 | CountedPtr< Scantable > STMath::dototalpower( const CountedPtr< Scantable >& calon, |
---|
963 | const CountedPtr< Scantable >& caloff, Float tcal ) |
---|
964 | { |
---|
965 | if ( ! calon->conformant(*caloff) ) { |
---|
966 | throw(AipsError("'CAL on' and 'CAL off' scantables are not conformant.")); |
---|
967 | } |
---|
968 | setInsitu(false); |
---|
969 | CountedPtr< Scantable > out = getScantable(caloff, false); |
---|
970 | Table& tout = out->table(); |
---|
971 | const Table& tcon = calon->table(); |
---|
972 | Vector<Float> tcalout; |
---|
973 | Vector<Float> tcalout2; //debug |
---|
974 | |
---|
975 | if ( tout.nrow() != tcon.nrow() ) { |
---|
976 | throw(AipsError("Mismatch in number of rows to form cal on - off pair.")); |
---|
977 | } |
---|
978 | // iteration by scanno or cycle no. |
---|
979 | TableIterator sit(tout, "SCANNO"); |
---|
980 | TableIterator s2it(tcon, "SCANNO"); |
---|
981 | while ( !sit.pastEnd() ) { |
---|
982 | Table toff = sit.table(); |
---|
983 | TableRow row(toff); |
---|
984 | Table t = s2it.table(); |
---|
985 | ScalarColumn<Double> outintCol(toff, "INTERVAL"); |
---|
986 | ArrayColumn<Float> outspecCol(toff, "SPECTRA"); |
---|
987 | ArrayColumn<Float> outtsysCol(toff, "TSYS"); |
---|
988 | ArrayColumn<uChar> outflagCol(toff, "FLAGTRA"); |
---|
989 | ROScalarColumn<uInt> outtcalIdCol(toff, "TCAL_ID"); |
---|
990 | ROScalarColumn<uInt> outpolCol(toff, "POLNO"); |
---|
991 | ROScalarColumn<Double> onintCol(t, "INTERVAL"); |
---|
992 | ROArrayColumn<Float> onspecCol(t, "SPECTRA"); |
---|
993 | ROArrayColumn<Float> ontsysCol(t, "TSYS"); |
---|
994 | ROArrayColumn<uChar> onflagCol(t, "FLAGTRA"); |
---|
995 | //ROScalarColumn<uInt> ontcalIdCol(t, "TCAL_ID"); |
---|
996 | |
---|
997 | for (uInt i=0; i < toff.nrow(); ++i) { |
---|
998 | //skip these checks -> assumes the data order are the same between the cal on off pairs |
---|
999 | // |
---|
1000 | Vector<Float> specCalon, specCaloff; |
---|
1001 | // to store scalar (mean) tsys |
---|
1002 | Vector<Float> tsysout(1); |
---|
1003 | uInt tcalId, polno; |
---|
1004 | Double offint, onint; |
---|
1005 | outpolCol.get(i, polno); |
---|
1006 | outspecCol.get(i, specCaloff); |
---|
1007 | onspecCol.get(i, specCalon); |
---|
1008 | Vector<uChar> flagCaloff, flagCalon; |
---|
1009 | outflagCol.get(i, flagCaloff); |
---|
1010 | onflagCol.get(i, flagCalon); |
---|
1011 | outtcalIdCol.get(i, tcalId); |
---|
1012 | outintCol.get(i, offint); |
---|
1013 | onintCol.get(i, onint); |
---|
1014 | // caluculate mean Tsys |
---|
1015 | uInt nchan = specCaloff.nelements(); |
---|
1016 | // percentage of edge cut off |
---|
1017 | uInt pc = 10; |
---|
1018 | uInt bchan = nchan/pc; |
---|
1019 | uInt echan = nchan-bchan; |
---|
1020 | |
---|
1021 | Slicer chansl(IPosition(1,bchan-1), IPosition(1,echan-1), IPosition(1,1),Slicer::endIsLast); |
---|
1022 | Vector<Float> testsubsp = specCaloff(chansl); |
---|
1023 | MaskedArray<Float> spoff = maskedArray( specCaloff(chansl),flagCaloff(chansl) ); |
---|
1024 | MaskedArray<Float> spon = maskedArray( specCalon(chansl),flagCalon(chansl) ); |
---|
1025 | MaskedArray<Float> spdiff = spon-spoff; |
---|
1026 | uInt noff = spoff.nelementsValid(); |
---|
1027 | //uInt non = spon.nelementsValid(); |
---|
1028 | uInt ndiff = spdiff.nelementsValid(); |
---|
1029 | Float meantsys; |
---|
1030 | |
---|
1031 | /** |
---|
1032 | Double subspec, subdiff; |
---|
1033 | uInt usednchan; |
---|
1034 | subspec = 0; |
---|
1035 | subdiff = 0; |
---|
1036 | usednchan = 0; |
---|
1037 | for(uInt k=(bchan-1); k<echan; k++) { |
---|
1038 | subspec += specCaloff[k]; |
---|
1039 | subdiff += static_cast<Double>(specCalon[k]-specCaloff[k]); |
---|
1040 | ++usednchan; |
---|
1041 | } |
---|
1042 | **/ |
---|
1043 | // get tcal if input tcal <= 0 |
---|
1044 | String tcalt; |
---|
1045 | Float tcalUsed; |
---|
1046 | tcalUsed = tcal; |
---|
1047 | if ( tcal <= 0.0 ) { |
---|
1048 | caloff->tcal().getEntry(tcalt, tcalout, tcalId); |
---|
1049 | if (polno<=3) { |
---|
1050 | tcalUsed = tcalout[polno]; |
---|
1051 | } |
---|
1052 | else { |
---|
1053 | tcalUsed = tcalout[0]; |
---|
1054 | } |
---|
1055 | } |
---|
1056 | |
---|
1057 | Float meanoff; |
---|
1058 | Float meandiff; |
---|
1059 | if (noff && ndiff) { |
---|
1060 | //Debug |
---|
1061 | //if(noff!=ndiff) cerr<<"noff and ndiff is not equal"<<endl; |
---|
1062 | //LogIO os( LogOrigin( "STMath", "dototalpower()", WHERE ) ) ; |
---|
1063 | //if(noff!=ndiff) os<<"noff and ndiff is not equal"<<LogIO::POST; |
---|
1064 | meanoff = sum(spoff)/noff; |
---|
1065 | meandiff = sum(spdiff)/ndiff; |
---|
1066 | meantsys= (meanoff/meandiff )*tcalUsed + tcalUsed/2; |
---|
1067 | } |
---|
1068 | else { |
---|
1069 | meantsys=1; |
---|
1070 | } |
---|
1071 | |
---|
1072 | tsysout[0] = Float(meantsys); |
---|
1073 | MaskedArray<Float> mcaloff = maskedArray(specCaloff, flagCaloff); |
---|
1074 | MaskedArray<Float> mcalon = maskedArray(specCalon, flagCalon); |
---|
1075 | MaskedArray<Float> sig = Float(0.5) * (mcaloff + mcalon); |
---|
1076 | //uInt ncaloff = mcaloff.nelementsValid(); |
---|
1077 | //uInt ncalon = mcalon.nelementsValid(); |
---|
1078 | |
---|
1079 | outintCol.put(i, offint+onint); |
---|
1080 | outspecCol.put(i, sig.getArray()); |
---|
1081 | outflagCol.put(i, flagsFromMA(sig)); |
---|
1082 | outtsysCol.put(i, tsysout); |
---|
1083 | } |
---|
1084 | ++sit; |
---|
1085 | ++s2it; |
---|
1086 | } |
---|
1087 | return out; |
---|
1088 | } |
---|
1089 | |
---|
1090 | //dosigref - migrated from GBT IDL's dosigref.pro, do calibration of position switch |
---|
1091 | // observatiions. |
---|
1092 | // input: sig and ref scantables, and an optional boxcar smoothing width(default width=0, |
---|
1093 | // no smoothing). |
---|
1094 | // output: resultant scantable [= (sig-ref/ref)*tsys] |
---|
1095 | CountedPtr< Scantable > STMath::dosigref( const CountedPtr < Scantable >& sig, |
---|
1096 | const CountedPtr < Scantable >& ref, |
---|
1097 | int smoothref, |
---|
1098 | casa::Float tsysv, |
---|
1099 | casa::Float tau ) |
---|
1100 | { |
---|
1101 | if ( ! ref->conformant(*sig) ) { |
---|
1102 | throw(AipsError("'sig' and 'ref' scantables are not conformant.")); |
---|
1103 | } |
---|
1104 | setInsitu(false); |
---|
1105 | CountedPtr< Scantable > out = getScantable(sig, false); |
---|
1106 | CountedPtr< Scantable > smref; |
---|
1107 | if ( smoothref > 1 ) { |
---|
1108 | float fsmoothref = static_cast<float>(smoothref); |
---|
1109 | std::string inkernel = "boxcar"; |
---|
1110 | smref = smooth(ref, inkernel, fsmoothref ); |
---|
1111 | ostringstream oss; |
---|
1112 | oss<<"Applied smoothing of "<<fsmoothref<<" on the reference."<<endl; |
---|
1113 | pushLog(String(oss)); |
---|
1114 | } |
---|
1115 | else { |
---|
1116 | smref = ref; |
---|
1117 | } |
---|
1118 | Table& tout = out->table(); |
---|
1119 | const Table& tref = smref->table(); |
---|
1120 | if ( tout.nrow() != tref.nrow() ) { |
---|
1121 | throw(AipsError("Mismatch in number of rows to form on-source and reference pair.")); |
---|
1122 | } |
---|
1123 | // iteration by scanno? or cycle no. |
---|
1124 | TableIterator sit(tout, "SCANNO"); |
---|
1125 | TableIterator s2it(tref, "SCANNO"); |
---|
1126 | while ( !sit.pastEnd() ) { |
---|
1127 | Table ton = sit.table(); |
---|
1128 | Table t = s2it.table(); |
---|
1129 | ScalarColumn<Double> outintCol(ton, "INTERVAL"); |
---|
1130 | ArrayColumn<Float> outspecCol(ton, "SPECTRA"); |
---|
1131 | ArrayColumn<Float> outtsysCol(ton, "TSYS"); |
---|
1132 | ArrayColumn<uChar> outflagCol(ton, "FLAGTRA"); |
---|
1133 | ArrayColumn<Float> refspecCol(t, "SPECTRA"); |
---|
1134 | ROScalarColumn<Double> refintCol(t, "INTERVAL"); |
---|
1135 | ROArrayColumn<Float> reftsysCol(t, "TSYS"); |
---|
1136 | ArrayColumn<uChar> refflagCol(t, "FLAGTRA"); |
---|
1137 | ROScalarColumn<Float> refelevCol(t, "ELEVATION"); |
---|
1138 | for (uInt i=0; i < ton.nrow(); ++i) { |
---|
1139 | |
---|
1140 | Double onint, refint; |
---|
1141 | Vector<Float> specon, specref; |
---|
1142 | // to store scalar (mean) tsys |
---|
1143 | Vector<Float> tsysref; |
---|
1144 | outintCol.get(i, onint); |
---|
1145 | refintCol.get(i, refint); |
---|
1146 | outspecCol.get(i, specon); |
---|
1147 | refspecCol.get(i, specref); |
---|
1148 | Vector<uChar> flagref, flagon; |
---|
1149 | outflagCol.get(i, flagon); |
---|
1150 | refflagCol.get(i, flagref); |
---|
1151 | reftsysCol.get(i, tsysref); |
---|
1152 | |
---|
1153 | Float tsysrefscalar; |
---|
1154 | if ( tsysv > 0.0 ) { |
---|
1155 | ostringstream oss; |
---|
1156 | Float elev; |
---|
1157 | refelevCol.get(i, elev); |
---|
1158 | oss << "user specified Tsys = " << tsysv; |
---|
1159 | // do recalc elevation if EL = 0 |
---|
1160 | if ( elev == 0 ) { |
---|
1161 | throw(AipsError("EL=0, elevation data is missing.")); |
---|
1162 | } else { |
---|
1163 | if ( tau <= 0.0 ) { |
---|
1164 | throw(AipsError("Valid tau is not supplied.")); |
---|
1165 | } else { |
---|
1166 | tsysrefscalar = tsysv * exp(tau/elev); |
---|
1167 | } |
---|
1168 | } |
---|
1169 | oss << ", corrected (for El) tsys= "<<tsysrefscalar; |
---|
1170 | pushLog(String(oss)); |
---|
1171 | } |
---|
1172 | else { |
---|
1173 | tsysrefscalar = tsysref[0]; |
---|
1174 | } |
---|
1175 | //get quotient spectrum |
---|
1176 | MaskedArray<Float> mref = maskedArray(specref, flagref); |
---|
1177 | MaskedArray<Float> mon = maskedArray(specon, flagon); |
---|
1178 | MaskedArray<Float> specres = tsysrefscalar*((mon - mref)/mref); |
---|
1179 | Double resint = onint*refint*smoothref/(onint+refint*smoothref); |
---|
1180 | |
---|
1181 | //Debug |
---|
1182 | //cerr<<"Tsys used="<<tsysrefscalar<<endl; |
---|
1183 | //LogIO os( LogOrigin( "STMath", "dosigref", WHERE ) ) ; |
---|
1184 | //os<<"Tsys used="<<tsysrefscalar<<LogIO::POST; |
---|
1185 | // fill the result, replay signal tsys by reference tsys |
---|
1186 | outintCol.put(i, resint); |
---|
1187 | outspecCol.put(i, specres.getArray()); |
---|
1188 | outflagCol.put(i, flagsFromMA(specres)); |
---|
1189 | outtsysCol.put(i, tsysref); |
---|
1190 | } |
---|
1191 | ++sit; |
---|
1192 | ++s2it; |
---|
1193 | } |
---|
1194 | return out; |
---|
1195 | } |
---|
1196 | |
---|
1197 | CountedPtr< Scantable > STMath::donod(const casa::CountedPtr<Scantable>& s, |
---|
1198 | const std::vector<int>& scans, |
---|
1199 | int smoothref, |
---|
1200 | casa::Float tsysv, |
---|
1201 | casa::Float tau, |
---|
1202 | casa::Float tcal ) |
---|
1203 | |
---|
1204 | { |
---|
1205 | setInsitu(false); |
---|
1206 | STSelector sel; |
---|
1207 | std::vector<int> scan1, scan2, beams, types; |
---|
1208 | std::vector< vector<int> > scanpair; |
---|
1209 | //std::vector<string> calstate; |
---|
1210 | std::vector<int> calstate; |
---|
1211 | String msg; |
---|
1212 | |
---|
1213 | CountedPtr< Scantable > s1b1on, s1b1off, s1b2on, s1b2off; |
---|
1214 | CountedPtr< Scantable > s2b1on, s2b1off, s2b2on, s2b2off; |
---|
1215 | |
---|
1216 | std::vector< CountedPtr< Scantable > > sctables; |
---|
1217 | sctables.push_back(s1b1on); |
---|
1218 | sctables.push_back(s1b1off); |
---|
1219 | sctables.push_back(s1b2on); |
---|
1220 | sctables.push_back(s1b2off); |
---|
1221 | sctables.push_back(s2b1on); |
---|
1222 | sctables.push_back(s2b1off); |
---|
1223 | sctables.push_back(s2b2on); |
---|
1224 | sctables.push_back(s2b2off); |
---|
1225 | |
---|
1226 | //check scanlist |
---|
1227 | int n=s->checkScanInfo(scans); |
---|
1228 | if (n==1) { |
---|
1229 | throw(AipsError("Incorrect scan pairs. ")); |
---|
1230 | } |
---|
1231 | |
---|
1232 | // Assume scans contain only a pair of consecutive scan numbers. |
---|
1233 | // It is assumed that first beam, b1, is on target. |
---|
1234 | // There is no check if the first beam is on or not. |
---|
1235 | if ( scans.size()==1 ) { |
---|
1236 | scan1.push_back(scans[0]); |
---|
1237 | scan2.push_back(scans[0]+1); |
---|
1238 | } else if ( scans.size()==2 ) { |
---|
1239 | scan1.push_back(scans[0]); |
---|
1240 | scan2.push_back(scans[1]); |
---|
1241 | } else { |
---|
1242 | if ( scans.size()%2 == 0 ) { |
---|
1243 | for (uInt i=0; i<scans.size(); i++) { |
---|
1244 | if (i%2 == 0) { |
---|
1245 | scan1.push_back(scans[i]); |
---|
1246 | } |
---|
1247 | else { |
---|
1248 | scan2.push_back(scans[i]); |
---|
1249 | } |
---|
1250 | } |
---|
1251 | } else { |
---|
1252 | throw(AipsError("Odd numbers of scans, cannot form pairs.")); |
---|
1253 | } |
---|
1254 | } |
---|
1255 | scanpair.push_back(scan1); |
---|
1256 | scanpair.push_back(scan2); |
---|
1257 | //calstate.push_back("*calon"); |
---|
1258 | //calstate.push_back("*[^calon]"); |
---|
1259 | calstate.push_back(SrcType::NODCAL); |
---|
1260 | calstate.push_back(SrcType::NOD); |
---|
1261 | CountedPtr< Scantable > ws = getScantable(s, false); |
---|
1262 | uInt l=0; |
---|
1263 | while ( l < sctables.size() ) { |
---|
1264 | for (uInt i=0; i < 2; i++) { |
---|
1265 | for (uInt j=0; j < 2; j++) { |
---|
1266 | for (uInt k=0; k < 2; k++) { |
---|
1267 | sel.reset(); |
---|
1268 | sel.setScans(scanpair[i]); |
---|
1269 | //sel.setName(calstate[k]); |
---|
1270 | types.clear(); |
---|
1271 | types.push_back(calstate[k]); |
---|
1272 | sel.setTypes(types); |
---|
1273 | beams.clear(); |
---|
1274 | beams.push_back(j); |
---|
1275 | sel.setBeams(beams); |
---|
1276 | ws->setSelection(sel); |
---|
1277 | sctables[l]= getScantable(ws, false); |
---|
1278 | l++; |
---|
1279 | } |
---|
1280 | } |
---|
1281 | } |
---|
1282 | } |
---|
1283 | |
---|
1284 | // replace here by splitData or getData functionality |
---|
1285 | CountedPtr< Scantable > sig1; |
---|
1286 | CountedPtr< Scantable > ref1; |
---|
1287 | CountedPtr< Scantable > sig2; |
---|
1288 | CountedPtr< Scantable > ref2; |
---|
1289 | CountedPtr< Scantable > calb1; |
---|
1290 | CountedPtr< Scantable > calb2; |
---|
1291 | |
---|
1292 | msg=String("Processing dototalpower for subset of the data"); |
---|
1293 | ostringstream oss1; |
---|
1294 | oss1 << msg << endl; |
---|
1295 | pushLog(String(oss1)); |
---|
1296 | // Debug for IRC CS data |
---|
1297 | //float tcal1=7.0; |
---|
1298 | //float tcal2=4.0; |
---|
1299 | sig1 = dototalpower(sctables[0], sctables[1], tcal=tcal); |
---|
1300 | ref1 = dototalpower(sctables[2], sctables[3], tcal=tcal); |
---|
1301 | ref2 = dototalpower(sctables[4], sctables[5], tcal=tcal); |
---|
1302 | sig2 = dototalpower(sctables[6], sctables[7], tcal=tcal); |
---|
1303 | |
---|
1304 | // correction of user-specified tsys for elevation here |
---|
1305 | |
---|
1306 | // dosigref calibration |
---|
1307 | msg=String("Processing dosigref for subset of the data"); |
---|
1308 | ostringstream oss2; |
---|
1309 | oss2 << msg << endl; |
---|
1310 | pushLog(String(oss2)); |
---|
1311 | calb1=dosigref(sig1,ref2,smoothref,tsysv,tau); |
---|
1312 | calb2=dosigref(sig2,ref1,smoothref,tsysv,tau); |
---|
1313 | |
---|
1314 | // iteration by scanno or cycle no. |
---|
1315 | Table& tcalb1 = calb1->table(); |
---|
1316 | Table& tcalb2 = calb2->table(); |
---|
1317 | TableIterator sit(tcalb1, "SCANNO"); |
---|
1318 | TableIterator s2it(tcalb2, "SCANNO"); |
---|
1319 | while ( !sit.pastEnd() ) { |
---|
1320 | Table t1 = sit.table(); |
---|
1321 | Table t2= s2it.table(); |
---|
1322 | ArrayColumn<Float> outspecCol(t1, "SPECTRA"); |
---|
1323 | ArrayColumn<Float> outtsysCol(t1, "TSYS"); |
---|
1324 | ArrayColumn<uChar> outflagCol(t1, "FLAGTRA"); |
---|
1325 | ScalarColumn<Double> outintCol(t1, "INTERVAL"); |
---|
1326 | ArrayColumn<Float> t2specCol(t2, "SPECTRA"); |
---|
1327 | ROArrayColumn<Float> t2tsysCol(t2, "TSYS"); |
---|
1328 | ArrayColumn<uChar> t2flagCol(t2, "FLAGTRA"); |
---|
1329 | ROScalarColumn<Double> t2intCol(t2, "INTERVAL"); |
---|
1330 | for (uInt i=0; i < t1.nrow(); ++i) { |
---|
1331 | Vector<Float> spec1, spec2; |
---|
1332 | // to store scalar (mean) tsys |
---|
1333 | Vector<Float> tsys1, tsys2; |
---|
1334 | Vector<uChar> flag1, flag2; |
---|
1335 | Double tint1, tint2; |
---|
1336 | outspecCol.get(i, spec1); |
---|
1337 | t2specCol.get(i, spec2); |
---|
1338 | outflagCol.get(i, flag1); |
---|
1339 | t2flagCol.get(i, flag2); |
---|
1340 | outtsysCol.get(i, tsys1); |
---|
1341 | t2tsysCol.get(i, tsys2); |
---|
1342 | outintCol.get(i, tint1); |
---|
1343 | t2intCol.get(i, tint2); |
---|
1344 | // average |
---|
1345 | // assume scalar tsys for weights |
---|
1346 | Float wt1, wt2, tsyssq1, tsyssq2; |
---|
1347 | tsyssq1 = tsys1[0]*tsys1[0]; |
---|
1348 | tsyssq2 = tsys2[0]*tsys2[0]; |
---|
1349 | wt1 = Float(tint1)/tsyssq1; |
---|
1350 | wt2 = Float(tint2)/tsyssq2; |
---|
1351 | Float invsumwt=1/(wt1+wt2); |
---|
1352 | MaskedArray<Float> mspec1 = maskedArray(spec1, flag1); |
---|
1353 | MaskedArray<Float> mspec2 = maskedArray(spec2, flag2); |
---|
1354 | MaskedArray<Float> avspec = invsumwt * (wt1*mspec1 + wt2*mspec2); |
---|
1355 | //Array<Float> avtsys = Float(0.5) * (tsys1 + tsys2); |
---|
1356 | // cerr<< "Tsys1="<<tsys1<<" Tsys2="<<tsys2<<endl; |
---|
1357 | // LogIO os( LogOrigin( "STMath", "donod", WHERE ) ) ; |
---|
1358 | // os<< "Tsys1="<<tsys1<<" Tsys2="<<tsys2<<LogIO::POST; |
---|
1359 | tsys1[0] = sqrt(tsyssq1 + tsyssq2); |
---|
1360 | Array<Float> avtsys = tsys1; |
---|
1361 | |
---|
1362 | outspecCol.put(i, avspec.getArray()); |
---|
1363 | outflagCol.put(i, flagsFromMA(avspec)); |
---|
1364 | outtsysCol.put(i, avtsys); |
---|
1365 | } |
---|
1366 | ++sit; |
---|
1367 | ++s2it; |
---|
1368 | } |
---|
1369 | return calb1; |
---|
1370 | } |
---|
1371 | |
---|
1372 | //GBTIDL version of frequency switched data calibration |
---|
1373 | CountedPtr< Scantable > STMath::dofs( const CountedPtr< Scantable >& s, |
---|
1374 | const std::vector<int>& scans, |
---|
1375 | int smoothref, |
---|
1376 | casa::Float tsysv, |
---|
1377 | casa::Float tau, |
---|
1378 | casa::Float tcal ) |
---|
1379 | { |
---|
1380 | |
---|
1381 | |
---|
1382 | STSelector sel; |
---|
1383 | CountedPtr< Scantable > ws = getScantable(s, false); |
---|
1384 | CountedPtr< Scantable > sig, sigwcal, ref, refwcal; |
---|
1385 | CountedPtr< Scantable > calsig, calref, out, out1, out2; |
---|
1386 | Bool nofold=False; |
---|
1387 | vector<int> types ; |
---|
1388 | |
---|
1389 | //split the data |
---|
1390 | //sel.setName("*_fs"); |
---|
1391 | types.push_back( SrcType::FSON ) ; |
---|
1392 | sel.setTypes( types ) ; |
---|
1393 | ws->setSelection(sel); |
---|
1394 | sig = getScantable(ws,false); |
---|
1395 | sel.reset(); |
---|
1396 | types.clear() ; |
---|
1397 | //sel.setName("*_fs_calon"); |
---|
1398 | types.push_back( SrcType::FONCAL ) ; |
---|
1399 | sel.setTypes( types ) ; |
---|
1400 | ws->setSelection(sel); |
---|
1401 | sigwcal = getScantable(ws,false); |
---|
1402 | sel.reset(); |
---|
1403 | types.clear() ; |
---|
1404 | //sel.setName("*_fsr"); |
---|
1405 | types.push_back( SrcType::FSOFF ) ; |
---|
1406 | sel.setTypes( types ) ; |
---|
1407 | ws->setSelection(sel); |
---|
1408 | ref = getScantable(ws,false); |
---|
1409 | sel.reset(); |
---|
1410 | types.clear() ; |
---|
1411 | //sel.setName("*_fsr_calon"); |
---|
1412 | types.push_back( SrcType::FOFFCAL ) ; |
---|
1413 | sel.setTypes( types ) ; |
---|
1414 | ws->setSelection(sel); |
---|
1415 | refwcal = getScantable(ws,false); |
---|
1416 | sel.reset() ; |
---|
1417 | types.clear() ; |
---|
1418 | |
---|
1419 | calsig = dototalpower(sigwcal, sig, tcal=tcal); |
---|
1420 | calref = dototalpower(refwcal, ref, tcal=tcal); |
---|
1421 | |
---|
1422 | out1=dosigref(calsig,calref,smoothref,tsysv,tau); |
---|
1423 | out2=dosigref(calref,calsig,smoothref,tsysv,tau); |
---|
1424 | |
---|
1425 | Table& tabout1=out1->table(); |
---|
1426 | Table& tabout2=out2->table(); |
---|
1427 | ROScalarColumn<uInt> freqidCol1(tabout1, "FREQ_ID"); |
---|
1428 | ScalarColumn<uInt> freqidCol2(tabout2, "FREQ_ID"); |
---|
1429 | ROArrayColumn<Float> specCol(tabout2, "SPECTRA"); |
---|
1430 | Vector<Float> spec; specCol.get(0, spec); |
---|
1431 | uInt nchan = spec.nelements(); |
---|
1432 | uInt freqid1; freqidCol1.get(0,freqid1); |
---|
1433 | uInt freqid2; freqidCol2.get(0,freqid2); |
---|
1434 | Double rp1, rp2, rv1, rv2, inc1, inc2; |
---|
1435 | out1->frequencies().getEntry(rp1, rv1, inc1, freqid1); |
---|
1436 | out2->frequencies().getEntry(rp2, rv2, inc2, freqid2); |
---|
1437 | //cerr << out1->frequencies().table().nrow() << " " << out2->frequencies().table().nrow() << endl ; |
---|
1438 | //LogIO os( LogOrigin( "STMath", "dofs()", WHERE ) ) ; |
---|
1439 | //os << out1->frequencies().table().nrow() << " " << out2->frequencies().table().nrow() << LogIO::POST ; |
---|
1440 | if (rp1==rp2) { |
---|
1441 | Double foffset = rv1 - rv2; |
---|
1442 | uInt choffset = static_cast<uInt>(foffset/abs(inc2)); |
---|
1443 | if (choffset >= nchan) { |
---|
1444 | //cerr<<"out-band frequency switching, no folding"<<endl; |
---|
1445 | LogIO os( LogOrigin( "STMath", "dofs()", WHERE ) ) ; |
---|
1446 | os<<"out-band frequency switching, no folding"<<LogIO::POST; |
---|
1447 | nofold = True; |
---|
1448 | } |
---|
1449 | } |
---|
1450 | |
---|
1451 | if (nofold) { |
---|
1452 | std::vector< CountedPtr< Scantable > > tabs; |
---|
1453 | tabs.push_back(out1); |
---|
1454 | tabs.push_back(out2); |
---|
1455 | out = merge(tabs); |
---|
1456 | } |
---|
1457 | else { |
---|
1458 | //out = out1; |
---|
1459 | Double choffset = ( rv1 - rv2 ) / inc2 ; |
---|
1460 | out = dofold( out1, out2, choffset ) ; |
---|
1461 | } |
---|
1462 | |
---|
1463 | return out; |
---|
1464 | } |
---|
1465 | |
---|
1466 | CountedPtr<Scantable> STMath::dofold( const CountedPtr<Scantable> &sig, |
---|
1467 | const CountedPtr<Scantable> &ref, |
---|
1468 | Double choffset, |
---|
1469 | Double choffset2 ) |
---|
1470 | { |
---|
1471 | LogIO os( LogOrigin( "STMath", "dofold", WHERE ) ) ; |
---|
1472 | os << "choffset=" << choffset << " choffset2=" << choffset2 << LogIO::POST ; |
---|
1473 | |
---|
1474 | // output scantable |
---|
1475 | CountedPtr<Scantable> out = getScantable( sig, false ) ; |
---|
1476 | |
---|
1477 | // separate choffset to integer part and decimal part |
---|
1478 | Int ioffset = (Int)choffset ; |
---|
1479 | Double doffset = choffset - ioffset ; |
---|
1480 | Int ioffset2 = (Int)choffset2 ; |
---|
1481 | Double doffset2 = choffset2 - ioffset2 ; |
---|
1482 | os << "ioffset=" << ioffset << " doffset=" << doffset << LogIO::POST ; |
---|
1483 | os << "ioffset2=" << ioffset2 << " doffset2=" << doffset2 << LogIO::POST ; |
---|
1484 | |
---|
1485 | // get column |
---|
1486 | ROArrayColumn<Float> specCol1( sig->table(), "SPECTRA" ) ; |
---|
1487 | ROArrayColumn<Float> specCol2( ref->table(), "SPECTRA" ) ; |
---|
1488 | ROArrayColumn<Float> tsysCol1( sig->table(), "TSYS" ) ; |
---|
1489 | ROArrayColumn<Float> tsysCol2( ref->table(), "TSYS" ) ; |
---|
1490 | ROArrayColumn<uChar> flagCol1( sig->table(), "FLAGTRA" ) ; |
---|
1491 | ROArrayColumn<uChar> flagCol2( ref->table(), "FLAGTRA" ) ; |
---|
1492 | ROScalarColumn<Double> mjdCol1( sig->table(), "TIME" ) ; |
---|
1493 | ROScalarColumn<Double> mjdCol2( ref->table(), "TIME" ) ; |
---|
1494 | ROScalarColumn<Double> intervalCol1( sig->table(), "INTERVAL" ) ; |
---|
1495 | ROScalarColumn<Double> intervalCol2( ref->table(), "INTERVAL" ) ; |
---|
1496 | |
---|
1497 | // check |
---|
1498 | if ( ioffset == 0 ) { |
---|
1499 | LogIO os( LogOrigin( "STMath", "dofold()", WHERE ) ) ; |
---|
1500 | os << "channel offset is zero, no folding" << LogIO::POST ; |
---|
1501 | return out ; |
---|
1502 | } |
---|
1503 | int nchan = ref->nchan() ; |
---|
1504 | if ( abs(ioffset) >= nchan ) { |
---|
1505 | LogIO os( LogOrigin( "STMath", "dofold()", WHERE ) ) ; |
---|
1506 | os << "out-band frequency switching, no folding" << LogIO::POST ; |
---|
1507 | return out ; |
---|
1508 | } |
---|
1509 | |
---|
1510 | // attach column for output scantable |
---|
1511 | ArrayColumn<Float> specColOut( out->table(), "SPECTRA" ) ; |
---|
1512 | ArrayColumn<uChar> flagColOut( out->table(), "FLAGTRA" ) ; |
---|
1513 | ArrayColumn<Float> tsysColOut( out->table(), "TSYS" ) ; |
---|
1514 | ScalarColumn<Double> mjdColOut( out->table(), "TIME" ) ; |
---|
1515 | ScalarColumn<Double> intervalColOut( out->table(), "INTERVAL" ) ; |
---|
1516 | ScalarColumn<uInt> fidColOut( out->table(), "FREQ_ID" ) ; |
---|
1517 | |
---|
1518 | // for each row |
---|
1519 | // assume that the data order are same between sig and ref |
---|
1520 | RowAccumulator acc( asap::W_TINTSYS ) ; |
---|
1521 | for ( int i = 0 ; i < sig->nrow() ; i++ ) { |
---|
1522 | // get values |
---|
1523 | Vector<Float> spsig ; |
---|
1524 | specCol1.get( i, spsig ) ; |
---|
1525 | Vector<Float> spref ; |
---|
1526 | specCol2.get( i, spref ) ; |
---|
1527 | Vector<Float> tsyssig ; |
---|
1528 | tsysCol1.get( i, tsyssig ) ; |
---|
1529 | Vector<Float> tsysref ; |
---|
1530 | tsysCol2.get( i, tsysref ) ; |
---|
1531 | Vector<uChar> flagsig ; |
---|
1532 | flagCol1.get( i, flagsig ) ; |
---|
1533 | Vector<uChar> flagref ; |
---|
1534 | flagCol2.get( i, flagref ) ; |
---|
1535 | Double timesig ; |
---|
1536 | mjdCol1.get( i, timesig ) ; |
---|
1537 | Double timeref ; |
---|
1538 | mjdCol2.get( i, timeref ) ; |
---|
1539 | Double intsig ; |
---|
1540 | intervalCol1.get( i, intsig ) ; |
---|
1541 | Double intref ; |
---|
1542 | intervalCol2.get( i, intref ) ; |
---|
1543 | |
---|
1544 | // shift reference spectra |
---|
1545 | int refchan = spref.nelements() ; |
---|
1546 | Vector<Float> sspref( spref.nelements() ) ; |
---|
1547 | Vector<Float> stsysref( tsysref.nelements() ) ; |
---|
1548 | Vector<uChar> sflagref( flagref.nelements() ) ; |
---|
1549 | if ( ioffset > 0 ) { |
---|
1550 | // SPECTRA and FLAGTRA |
---|
1551 | for ( int j = 0 ; j < refchan-ioffset ; j++ ) { |
---|
1552 | sspref[j] = spref[j+ioffset] ; |
---|
1553 | sflagref[j] = flagref[j+ioffset] ; |
---|
1554 | } |
---|
1555 | for ( int j = refchan-ioffset ; j < refchan ; j++ ) { |
---|
1556 | sspref[j] = spref[j-refchan+ioffset] ; |
---|
1557 | sflagref[j] = flagref[j-refchan+ioffset] ; |
---|
1558 | } |
---|
1559 | spref = sspref.copy() ; |
---|
1560 | flagref = sflagref.copy() ; |
---|
1561 | for ( int j = 0 ; j < refchan - 1 ; j++ ) { |
---|
1562 | sspref[j] = doffset * spref[j+1] + ( 1.0 - doffset ) * spref[j] ; |
---|
1563 | sflagref[j] = flagref[j+1] + flagref[j] ; |
---|
1564 | } |
---|
1565 | sspref[refchan-1] = doffset * spref[0] + ( 1.0 - doffset ) * spref[refchan-1] ; |
---|
1566 | sflagref[refchan-1] = flagref[0] + flagref[refchan-1] ; |
---|
1567 | |
---|
1568 | // TSYS |
---|
1569 | if ( spref.nelements() == tsysref.nelements() ) { |
---|
1570 | for ( int j = 0 ; j < refchan-ioffset ; j++ ) { |
---|
1571 | stsysref[j] = tsysref[j+ioffset] ; |
---|
1572 | } |
---|
1573 | for ( int j = refchan-ioffset ; j < refchan ; j++ ) { |
---|
1574 | stsysref[j] = tsysref[j-refchan+ioffset] ; |
---|
1575 | } |
---|
1576 | tsysref = stsysref.copy() ; |
---|
1577 | for ( int j = 0 ; j < refchan - 1 ; j++ ) { |
---|
1578 | stsysref[j] = doffset * tsysref[j+1] + ( 1.0 - doffset ) * tsysref[j] ; |
---|
1579 | } |
---|
1580 | stsysref[refchan-1] = doffset * tsysref[0] + ( 1.0 - doffset ) * tsysref[refchan-1] ; |
---|
1581 | } |
---|
1582 | } |
---|
1583 | else { |
---|
1584 | // SPECTRA and FLAGTRA |
---|
1585 | for ( int j = 0 ; j < abs(ioffset) ; j++ ) { |
---|
1586 | sspref[j] = spref[refchan+ioffset+j] ; |
---|
1587 | sflagref[j] = flagref[refchan+ioffset+j] ; |
---|
1588 | } |
---|
1589 | for ( int j = abs(ioffset) ; j < refchan ; j++ ) { |
---|
1590 | sspref[j] = spref[j+ioffset] ; |
---|
1591 | sflagref[j] = flagref[j+ioffset] ; |
---|
1592 | } |
---|
1593 | spref = sspref.copy() ; |
---|
1594 | flagref = sflagref.copy() ; |
---|
1595 | sspref[0] = doffset * spref[refchan-1] + ( 1.0 - doffset ) * spref[0] ; |
---|
1596 | sflagref[0] = flagref[0] + flagref[refchan-1] ; |
---|
1597 | for ( int j = 1 ; j < refchan ; j++ ) { |
---|
1598 | sspref[j] = doffset * spref[j-1] + ( 1.0 - doffset ) * spref[j] ; |
---|
1599 | sflagref[j] = flagref[j-1] + flagref[j] ; |
---|
1600 | } |
---|
1601 | // TSYS |
---|
1602 | if ( spref.nelements() == tsysref.nelements() ) { |
---|
1603 | for ( int j = 0 ; j < abs(ioffset) ; j++ ) { |
---|
1604 | stsysref[j] = tsysref[refchan+ioffset+j] ; |
---|
1605 | } |
---|
1606 | for ( int j = abs(ioffset) ; j < refchan ; j++ ) { |
---|
1607 | stsysref[j] = tsysref[j+ioffset] ; |
---|
1608 | } |
---|
1609 | tsysref = stsysref.copy() ; |
---|
1610 | stsysref[0] = doffset * tsysref[refchan-1] + ( 1.0 - doffset ) * tsysref[0] ; |
---|
1611 | for ( int j = 1 ; j < refchan ; j++ ) { |
---|
1612 | stsysref[j] = doffset * tsysref[j-1] + ( 1.0 - doffset ) * tsysref[j] ; |
---|
1613 | } |
---|
1614 | } |
---|
1615 | } |
---|
1616 | |
---|
1617 | // shift signal spectra if necessary (only for APEX?) |
---|
1618 | if ( choffset2 != 0.0 ) { |
---|
1619 | int sigchan = spsig.nelements() ; |
---|
1620 | Vector<Float> sspsig( spsig.nelements() ) ; |
---|
1621 | Vector<Float> stsyssig( tsyssig.nelements() ) ; |
---|
1622 | Vector<uChar> sflagsig( flagsig.nelements() ) ; |
---|
1623 | if ( ioffset2 > 0 ) { |
---|
1624 | // SPECTRA and FLAGTRA |
---|
1625 | for ( int j = 0 ; j < sigchan-ioffset2 ; j++ ) { |
---|
1626 | sspsig[j] = spsig[j+ioffset2] ; |
---|
1627 | sflagsig[j] = flagsig[j+ioffset2] ; |
---|
1628 | } |
---|
1629 | for ( int j = sigchan-ioffset2 ; j < sigchan ; j++ ) { |
---|
1630 | sspsig[j] = spsig[j-sigchan+ioffset2] ; |
---|
1631 | sflagsig[j] = flagsig[j-sigchan+ioffset2] ; |
---|
1632 | } |
---|
1633 | spsig = sspsig.copy() ; |
---|
1634 | flagsig = sflagsig.copy() ; |
---|
1635 | for ( int j = 0 ; j < sigchan - 1 ; j++ ) { |
---|
1636 | sspsig[j] = doffset2 * spsig[j+1] + ( 1.0 - doffset2 ) * spsig[j] ; |
---|
1637 | sflagsig[j] = flagsig[j+1] || flagsig[j] ; |
---|
1638 | } |
---|
1639 | sspsig[sigchan-1] = doffset2 * spsig[0] + ( 1.0 - doffset2 ) * spsig[sigchan-1] ; |
---|
1640 | sflagsig[sigchan-1] = flagsig[0] || flagsig[sigchan-1] ; |
---|
1641 | // TSTS |
---|
1642 | if ( spsig.nelements() == tsyssig.nelements() ) { |
---|
1643 | for ( int j = 0 ; j < sigchan-ioffset2 ; j++ ) { |
---|
1644 | stsyssig[j] = tsyssig[j+ioffset2] ; |
---|
1645 | } |
---|
1646 | for ( int j = sigchan-ioffset2 ; j < sigchan ; j++ ) { |
---|
1647 | stsyssig[j] = tsyssig[j-sigchan+ioffset2] ; |
---|
1648 | } |
---|
1649 | tsyssig = stsyssig.copy() ; |
---|
1650 | for ( int j = 0 ; j < sigchan - 1 ; j++ ) { |
---|
1651 | stsyssig[j] = doffset2 * tsyssig[j+1] + ( 1.0 - doffset2 ) * tsyssig[j] ; |
---|
1652 | } |
---|
1653 | stsyssig[sigchan-1] = doffset2 * tsyssig[0] + ( 1.0 - doffset2 ) * tsyssig[sigchan-1] ; |
---|
1654 | } |
---|
1655 | } |
---|
1656 | else { |
---|
1657 | // SPECTRA and FLAGTRA |
---|
1658 | for ( int j = 0 ; j < abs(ioffset2) ; j++ ) { |
---|
1659 | sspsig[j] = spsig[sigchan+ioffset2+j] ; |
---|
1660 | sflagsig[j] = flagsig[sigchan+ioffset2+j] ; |
---|
1661 | } |
---|
1662 | for ( int j = abs(ioffset2) ; j < sigchan ; j++ ) { |
---|
1663 | sspsig[j] = spsig[j+ioffset2] ; |
---|
1664 | sflagsig[j] = flagsig[j+ioffset2] ; |
---|
1665 | } |
---|
1666 | spsig = sspsig.copy() ; |
---|
1667 | flagsig = sflagsig.copy() ; |
---|
1668 | sspsig[0] = doffset2 * spsig[sigchan-1] + ( 1.0 - doffset2 ) * spsig[0] ; |
---|
1669 | sflagsig[0] = flagsig[0] + flagsig[sigchan-1] ; |
---|
1670 | for ( int j = 1 ; j < sigchan ; j++ ) { |
---|
1671 | sspsig[j] = doffset2 * spsig[j-1] + ( 1.0 - doffset2 ) * spsig[j] ; |
---|
1672 | sflagsig[j] = flagsig[j-1] + flagsig[j] ; |
---|
1673 | } |
---|
1674 | // TSYS |
---|
1675 | if ( spsig.nelements() == tsyssig.nelements() ) { |
---|
1676 | for ( int j = 0 ; j < abs(ioffset2) ; j++ ) { |
---|
1677 | stsyssig[j] = tsyssig[sigchan+ioffset2+j] ; |
---|
1678 | } |
---|
1679 | for ( int j = abs(ioffset2) ; j < sigchan ; j++ ) { |
---|
1680 | stsyssig[j] = tsyssig[j+ioffset2] ; |
---|
1681 | } |
---|
1682 | tsyssig = stsyssig.copy() ; |
---|
1683 | stsyssig[0] = doffset2 * tsyssig[sigchan-1] + ( 1.0 - doffset2 ) * tsyssig[0] ; |
---|
1684 | for ( int j = 1 ; j < sigchan ; j++ ) { |
---|
1685 | stsyssig[j] = doffset2 * tsyssig[j-1] + ( 1.0 - doffset2 ) * tsyssig[j] ; |
---|
1686 | } |
---|
1687 | } |
---|
1688 | } |
---|
1689 | } |
---|
1690 | |
---|
1691 | // folding |
---|
1692 | acc.add( spsig, !flagsig, tsyssig, intsig, timesig ) ; |
---|
1693 | acc.add( sspref, !sflagref, stsysref, intref, timeref ) ; |
---|
1694 | |
---|
1695 | // put result |
---|
1696 | specColOut.put( i, acc.getSpectrum() ) ; |
---|
1697 | const Vector<Bool> &msk = acc.getMask() ; |
---|
1698 | Vector<uChar> flg( msk.shape() ) ; |
---|
1699 | convertArray( flg, !msk ) ; |
---|
1700 | flagColOut.put( i, flg ) ; |
---|
1701 | tsysColOut.put( i, acc.getTsys() ) ; |
---|
1702 | intervalColOut.put( i, acc.getInterval() ) ; |
---|
1703 | mjdColOut.put( i, acc.getTime() ) ; |
---|
1704 | // change FREQ_ID to unshifted IF setting (only for APEX?) |
---|
1705 | if ( choffset2 != 0.0 ) { |
---|
1706 | uInt freqid = fidColOut( 0 ) ; // assume single-IF data |
---|
1707 | double refpix, refval, increment ; |
---|
1708 | out->frequencies().getEntry( refpix, refval, increment, freqid ) ; |
---|
1709 | refval -= choffset * increment ; |
---|
1710 | uInt newfreqid = out->frequencies().addEntry( refpix, refval, increment ) ; |
---|
1711 | Vector<uInt> freqids = fidColOut.getColumn() ; |
---|
1712 | for ( uInt j = 0 ; j < freqids.nelements() ; j++ ) { |
---|
1713 | if ( freqids[j] == freqid ) |
---|
1714 | freqids[j] = newfreqid ; |
---|
1715 | } |
---|
1716 | fidColOut.putColumn( freqids ) ; |
---|
1717 | } |
---|
1718 | |
---|
1719 | acc.reset() ; |
---|
1720 | } |
---|
1721 | |
---|
1722 | return out ; |
---|
1723 | } |
---|
1724 | |
---|
1725 | |
---|
1726 | CountedPtr< Scantable > STMath::freqSwitch( const CountedPtr< Scantable >& in ) |
---|
1727 | { |
---|
1728 | // make copy or reference |
---|
1729 | CountedPtr< Scantable > out = getScantable(in, false); |
---|
1730 | Table& tout = out->table(); |
---|
1731 | Block<String> cols(4); |
---|
1732 | cols[0] = String("SCANNO"); |
---|
1733 | cols[1] = String("CYCLENO"); |
---|
1734 | cols[2] = String("BEAMNO"); |
---|
1735 | cols[3] = String("POLNO"); |
---|
1736 | TableIterator iter(tout, cols); |
---|
1737 | while (!iter.pastEnd()) { |
---|
1738 | Table subt = iter.table(); |
---|
1739 | // this should leave us with two rows for the two IFs....if not ignore |
---|
1740 | if (subt.nrow() != 2 ) { |
---|
1741 | continue; |
---|
1742 | } |
---|
1743 | ArrayColumn<Float> specCol(subt, "SPECTRA"); |
---|
1744 | ArrayColumn<Float> tsysCol(subt, "TSYS"); |
---|
1745 | ArrayColumn<uChar> flagCol(subt, "FLAGTRA"); |
---|
1746 | Vector<Float> onspec,offspec, ontsys, offtsys; |
---|
1747 | Vector<uChar> onflag, offflag; |
---|
1748 | tsysCol.get(0, ontsys); tsysCol.get(1, offtsys); |
---|
1749 | specCol.get(0, onspec); specCol.get(1, offspec); |
---|
1750 | flagCol.get(0, onflag); flagCol.get(1, offflag); |
---|
1751 | MaskedArray<Float> on = maskedArray(onspec, onflag); |
---|
1752 | MaskedArray<Float> off = maskedArray(offspec, offflag); |
---|
1753 | MaskedArray<Float> oncopy = on.copy(); |
---|
1754 | |
---|
1755 | on /= off; on -= 1.0f; |
---|
1756 | on *= ontsys[0]; |
---|
1757 | off /= oncopy; off -= 1.0f; |
---|
1758 | off *= offtsys[0]; |
---|
1759 | specCol.put(0, on.getArray()); |
---|
1760 | const Vector<Bool>& m0 = on.getMask(); |
---|
1761 | Vector<uChar> flags0(m0.shape()); |
---|
1762 | convertArray(flags0, !m0); |
---|
1763 | flagCol.put(0, flags0); |
---|
1764 | |
---|
1765 | specCol.put(1, off.getArray()); |
---|
1766 | const Vector<Bool>& m1 = off.getMask(); |
---|
1767 | Vector<uChar> flags1(m1.shape()); |
---|
1768 | convertArray(flags1, !m1); |
---|
1769 | flagCol.put(1, flags1); |
---|
1770 | ++iter; |
---|
1771 | } |
---|
1772 | |
---|
1773 | return out; |
---|
1774 | } |
---|
1775 | |
---|
1776 | std::vector< float > STMath::statistic( const CountedPtr< Scantable > & in, |
---|
1777 | const std::vector< bool > & mask, |
---|
1778 | const std::string& which ) |
---|
1779 | { |
---|
1780 | |
---|
1781 | Vector<Bool> m(mask); |
---|
1782 | const Table& tab = in->table(); |
---|
1783 | ROArrayColumn<Float> specCol(tab, "SPECTRA"); |
---|
1784 | ROArrayColumn<uChar> flagCol(tab, "FLAGTRA"); |
---|
1785 | std::vector<float> out; |
---|
1786 | for (uInt i=0; i < tab.nrow(); ++i ) { |
---|
1787 | Vector<Float> spec; specCol.get(i, spec); |
---|
1788 | Vector<uChar> flag; flagCol.get(i, flag); |
---|
1789 | MaskedArray<Float> ma = maskedArray(spec, flag); |
---|
1790 | float outstat = 0.0; |
---|
1791 | if ( spec.nelements() == m.nelements() ) { |
---|
1792 | outstat = mathutil::statistics(which, ma(m)); |
---|
1793 | } else { |
---|
1794 | outstat = mathutil::statistics(which, ma); |
---|
1795 | } |
---|
1796 | out.push_back(outstat); |
---|
1797 | } |
---|
1798 | return out; |
---|
1799 | } |
---|
1800 | |
---|
1801 | std::vector< float > STMath::statisticRow( const CountedPtr< Scantable > & in, |
---|
1802 | const std::vector< bool > & mask, |
---|
1803 | const std::string& which, |
---|
1804 | int row ) |
---|
1805 | { |
---|
1806 | |
---|
1807 | Vector<Bool> m(mask); |
---|
1808 | const Table& tab = in->table(); |
---|
1809 | ROArrayColumn<Float> specCol(tab, "SPECTRA"); |
---|
1810 | ROArrayColumn<uChar> flagCol(tab, "FLAGTRA"); |
---|
1811 | std::vector<float> out; |
---|
1812 | |
---|
1813 | Vector<Float> spec; specCol.get(row, spec); |
---|
1814 | Vector<uChar> flag; flagCol.get(row, flag); |
---|
1815 | MaskedArray<Float> ma = maskedArray(spec, flag); |
---|
1816 | float outstat = 0.0; |
---|
1817 | if ( spec.nelements() == m.nelements() ) { |
---|
1818 | outstat = mathutil::statistics(which, ma(m)); |
---|
1819 | } else { |
---|
1820 | outstat = mathutil::statistics(which, ma); |
---|
1821 | } |
---|
1822 | out.push_back(outstat); |
---|
1823 | |
---|
1824 | return out; |
---|
1825 | } |
---|
1826 | |
---|
1827 | std::vector< int > STMath::minMaxChan( const CountedPtr< Scantable > & in, |
---|
1828 | const std::vector< bool > & mask, |
---|
1829 | const std::string& which ) |
---|
1830 | { |
---|
1831 | |
---|
1832 | Vector<Bool> m(mask); |
---|
1833 | const Table& tab = in->table(); |
---|
1834 | ROArrayColumn<Float> specCol(tab, "SPECTRA"); |
---|
1835 | ROArrayColumn<uChar> flagCol(tab, "FLAGTRA"); |
---|
1836 | std::vector<int> out; |
---|
1837 | for (uInt i=0; i < tab.nrow(); ++i ) { |
---|
1838 | Vector<Float> spec; specCol.get(i, spec); |
---|
1839 | Vector<uChar> flag; flagCol.get(i, flag); |
---|
1840 | MaskedArray<Float> ma = maskedArray(spec, flag); |
---|
1841 | if (ma.ndim() != 1) { |
---|
1842 | throw (ArrayError( |
---|
1843 | "std::vector<int> STMath::minMaxChan(" |
---|
1844 | "ContedPtr<Scantable> &in, std::vector<bool> &mask, " |
---|
1845 | " std::string &which)" |
---|
1846 | " - MaskedArray is not 1D")); |
---|
1847 | } |
---|
1848 | IPosition outpos(1,0); |
---|
1849 | if ( spec.nelements() == m.nelements() ) { |
---|
1850 | outpos = mathutil::minMaxPos(which, ma(m)); |
---|
1851 | } else { |
---|
1852 | outpos = mathutil::minMaxPos(which, ma); |
---|
1853 | } |
---|
1854 | out.push_back(outpos[0]); |
---|
1855 | } |
---|
1856 | return out; |
---|
1857 | } |
---|
1858 | |
---|
1859 | CountedPtr< Scantable > STMath::bin( const CountedPtr< Scantable > & in, |
---|
1860 | int width ) |
---|
1861 | { |
---|
1862 | if ( !in->getSelection().empty() ) throw(AipsError("Can't bin subset of the data.")); |
---|
1863 | CountedPtr< Scantable > out = getScantable(in, false); |
---|
1864 | Table& tout = out->table(); |
---|
1865 | out->frequencies().rescale(width, "BIN"); |
---|
1866 | ArrayColumn<Float> specCol(tout, "SPECTRA"); |
---|
1867 | ArrayColumn<uChar> flagCol(tout, "FLAGTRA"); |
---|
1868 | for (uInt i=0; i < tout.nrow(); ++i ) { |
---|
1869 | MaskedArray<Float> main = maskedArray(specCol(i), flagCol(i)); |
---|
1870 | MaskedArray<Float> maout; |
---|
1871 | LatticeUtilities::bin(maout, main, 0, Int(width)); |
---|
1872 | /// @todo implement channel based tsys binning |
---|
1873 | specCol.put(i, maout.getArray()); |
---|
1874 | flagCol.put(i, flagsFromMA(maout)); |
---|
1875 | // take only the first binned spectrum's length for the deprecated |
---|
1876 | // global header item nChan |
---|
1877 | if (i==0) tout.rwKeywordSet().define(String("nChan"), |
---|
1878 | Int(maout.getArray().nelements())); |
---|
1879 | } |
---|
1880 | return out; |
---|
1881 | } |
---|
1882 | |
---|
1883 | CountedPtr< Scantable > STMath::resample( const CountedPtr< Scantable >& in, |
---|
1884 | const std::string& method, |
---|
1885 | float width ) |
---|
1886 | // |
---|
1887 | // Should add the possibility of width being specified in km/s. This means |
---|
1888 | // that for each freqID (SpectralCoordinate) we will need to convert to an |
---|
1889 | // average channel width (say at the reference pixel). Then we would need |
---|
1890 | // to be careful to make sure each spectrum (of different freqID) |
---|
1891 | // is the same length. |
---|
1892 | // |
---|
1893 | { |
---|
1894 | //InterpolateArray1D<Double,Float>::InterpolationMethod interp; |
---|
1895 | Int interpMethod(stringToIMethod(method)); |
---|
1896 | |
---|
1897 | CountedPtr< Scantable > out = getScantable(in, false); |
---|
1898 | Table& tout = out->table(); |
---|
1899 | |
---|
1900 | // Resample SpectralCoordinates (one per freqID) |
---|
1901 | out->frequencies().rescale(width, "RESAMPLE"); |
---|
1902 | TableIterator iter(tout, "IFNO"); |
---|
1903 | TableRow row(tout); |
---|
1904 | while ( !iter.pastEnd() ) { |
---|
1905 | Table tab = iter.table(); |
---|
1906 | ArrayColumn<Float> specCol(tab, "SPECTRA"); |
---|
1907 | //ArrayColumn<Float> tsysCol(tout, "TSYS"); |
---|
1908 | ArrayColumn<uChar> flagCol(tab, "FLAGTRA"); |
---|
1909 | Vector<Float> spec; |
---|
1910 | Vector<uChar> flag; |
---|
1911 | specCol.get(0,spec); // the number of channels should be constant per IF |
---|
1912 | uInt nChanIn = spec.nelements(); |
---|
1913 | Vector<Float> xIn(nChanIn); indgen(xIn); |
---|
1914 | Int fac = Int(nChanIn/width); |
---|
1915 | Vector<Float> xOut(fac+10); // 10 to be safe - resize later |
---|
1916 | uInt k = 0; |
---|
1917 | Float x = 0.0; |
---|
1918 | while (x < Float(nChanIn) ) { |
---|
1919 | xOut(k) = x; |
---|
1920 | k++; |
---|
1921 | x += width; |
---|
1922 | } |
---|
1923 | uInt nChanOut = k; |
---|
1924 | xOut.resize(nChanOut, True); |
---|
1925 | // process all rows for this IFNO |
---|
1926 | Vector<Float> specOut; |
---|
1927 | Vector<Bool> maskOut; |
---|
1928 | Vector<uChar> flagOut; |
---|
1929 | for (uInt i=0; i < tab.nrow(); ++i) { |
---|
1930 | specCol.get(i, spec); |
---|
1931 | flagCol.get(i, flag); |
---|
1932 | Vector<Bool> mask(flag.nelements()); |
---|
1933 | convertArray(mask, flag); |
---|
1934 | |
---|
1935 | IPosition shapeIn(spec.shape()); |
---|
1936 | //sh.nchan = nChanOut; |
---|
1937 | InterpolateArray1D<Float,Float>::interpolate(specOut, maskOut, xOut, |
---|
1938 | xIn, spec, mask, |
---|
1939 | interpMethod, True, True); |
---|
1940 | /// @todo do the same for channel based Tsys |
---|
1941 | flagOut.resize(maskOut.nelements()); |
---|
1942 | convertArray(flagOut, maskOut); |
---|
1943 | specCol.put(i, specOut); |
---|
1944 | flagCol.put(i, flagOut); |
---|
1945 | } |
---|
1946 | ++iter; |
---|
1947 | } |
---|
1948 | |
---|
1949 | return out; |
---|
1950 | } |
---|
1951 | |
---|
1952 | STMath::imethod STMath::stringToIMethod(const std::string& in) |
---|
1953 | { |
---|
1954 | static STMath::imap lookup; |
---|
1955 | |
---|
1956 | // initialize the lookup table if necessary |
---|
1957 | if ( lookup.empty() ) { |
---|
1958 | lookup["nearest"] = InterpolateArray1D<Double,Float>::nearestNeighbour; |
---|
1959 | lookup["linear"] = InterpolateArray1D<Double,Float>::linear; |
---|
1960 | lookup["cubic"] = InterpolateArray1D<Double,Float>::cubic; |
---|
1961 | lookup["spline"] = InterpolateArray1D<Double,Float>::spline; |
---|
1962 | } |
---|
1963 | |
---|
1964 | STMath::imap::const_iterator iter = lookup.find(in); |
---|
1965 | |
---|
1966 | if ( lookup.end() == iter ) { |
---|
1967 | std::string message = in; |
---|
1968 | message += " is not a valid interpolation mode"; |
---|
1969 | throw(AipsError(message)); |
---|
1970 | } |
---|
1971 | return iter->second; |
---|
1972 | } |
---|
1973 | |
---|
1974 | WeightType STMath::stringToWeight(const std::string& in) |
---|
1975 | { |
---|
1976 | static std::map<std::string, WeightType> lookup; |
---|
1977 | |
---|
1978 | // initialize the lookup table if necessary |
---|
1979 | if ( lookup.empty() ) { |
---|
1980 | lookup["NONE"] = asap::W_NONE; |
---|
1981 | lookup["TINT"] = asap::W_TINT; |
---|
1982 | lookup["TINTSYS"] = asap::W_TINTSYS; |
---|
1983 | lookup["TSYS"] = asap::W_TSYS; |
---|
1984 | lookup["VAR"] = asap::W_VAR; |
---|
1985 | } |
---|
1986 | |
---|
1987 | std::map<std::string, WeightType>::const_iterator iter = lookup.find(in); |
---|
1988 | |
---|
1989 | if ( lookup.end() == iter ) { |
---|
1990 | std::string message = in; |
---|
1991 | message += " is not a valid weighting mode"; |
---|
1992 | throw(AipsError(message)); |
---|
1993 | } |
---|
1994 | return iter->second; |
---|
1995 | } |
---|
1996 | |
---|
1997 | CountedPtr< Scantable > STMath::gainElevation( const CountedPtr< Scantable >& in, |
---|
1998 | const vector< float > & coeff, |
---|
1999 | const std::string & filename, |
---|
2000 | const std::string& method) |
---|
2001 | { |
---|
2002 | // Get elevation data from Scantable and convert to degrees |
---|
2003 | CountedPtr< Scantable > out = getScantable(in, false); |
---|
2004 | Table& tab = out->table(); |
---|
2005 | ROScalarColumn<Float> elev(tab, "ELEVATION"); |
---|
2006 | Vector<Float> x = elev.getColumn(); |
---|
2007 | x *= Float(180 / C::pi); // Degrees |
---|
2008 | |
---|
2009 | Vector<Float> coeffs(coeff); |
---|
2010 | const uInt nc = coeffs.nelements(); |
---|
2011 | if ( filename.length() > 0 && nc > 0 ) { |
---|
2012 | throw(AipsError("You must choose either polynomial coefficients or an ascii file, not both")); |
---|
2013 | } |
---|
2014 | |
---|
2015 | // Correct |
---|
2016 | if ( nc > 0 || filename.length() == 0 ) { |
---|
2017 | // Find instrument |
---|
2018 | Bool throwit = True; |
---|
2019 | Instrument inst = |
---|
2020 | STAttr::convertInstrument(tab.keywordSet().asString("AntennaName"), |
---|
2021 | throwit); |
---|
2022 | |
---|
2023 | // Set polynomial |
---|
2024 | Polynomial<Float>* ppoly = 0; |
---|
2025 | Vector<Float> coeff; |
---|
2026 | String msg; |
---|
2027 | if ( nc > 0 ) { |
---|
2028 | ppoly = new Polynomial<Float>(nc-1); |
---|
2029 | coeff = coeffs; |
---|
2030 | msg = String("user"); |
---|
2031 | } else { |
---|
2032 | STAttr sdAttr; |
---|
2033 | coeff = sdAttr.gainElevationPoly(inst); |
---|
2034 | ppoly = new Polynomial<Float>(coeff.nelements()-1); |
---|
2035 | msg = String("built in"); |
---|
2036 | } |
---|
2037 | |
---|
2038 | if ( coeff.nelements() > 0 ) { |
---|
2039 | ppoly->setCoefficients(coeff); |
---|
2040 | } else { |
---|
2041 | delete ppoly; |
---|
2042 | throw(AipsError("There is no known gain-elevation polynomial known for this instrument")); |
---|
2043 | } |
---|
2044 | ostringstream oss; |
---|
2045 | oss << "Making polynomial correction with " << msg << " coefficients:" << endl; |
---|
2046 | oss << " " << coeff; |
---|
2047 | pushLog(String(oss)); |
---|
2048 | const uInt nrow = tab.nrow(); |
---|
2049 | Vector<Float> factor(nrow); |
---|
2050 | for ( uInt i=0; i < nrow; ++i ) { |
---|
2051 | factor[i] = 1.0 / (*ppoly)(x[i]); |
---|
2052 | } |
---|
2053 | delete ppoly; |
---|
2054 | scaleByVector(tab, factor, true); |
---|
2055 | |
---|
2056 | } else { |
---|
2057 | // Read and correct |
---|
2058 | pushLog("Making correction from ascii Table"); |
---|
2059 | scaleFromAsciiTable(tab, filename, method, x, true); |
---|
2060 | } |
---|
2061 | return out; |
---|
2062 | } |
---|
2063 | |
---|
2064 | void STMath::scaleFromAsciiTable(Table& in, const std::string& filename, |
---|
2065 | const std::string& method, |
---|
2066 | const Vector<Float>& xout, bool dotsys) |
---|
2067 | { |
---|
2068 | |
---|
2069 | // Read gain-elevation ascii file data into a Table. |
---|
2070 | |
---|
2071 | String formatString; |
---|
2072 | Table tbl = readAsciiTable(formatString, Table::Memory, filename, "", "", False); |
---|
2073 | scaleFromTable(in, tbl, method, xout, dotsys); |
---|
2074 | } |
---|
2075 | |
---|
2076 | void STMath::scaleFromTable(Table& in, |
---|
2077 | const Table& table, |
---|
2078 | const std::string& method, |
---|
2079 | const Vector<Float>& xout, bool dotsys) |
---|
2080 | { |
---|
2081 | |
---|
2082 | ROScalarColumn<Float> geElCol(table, "ELEVATION"); |
---|
2083 | ROScalarColumn<Float> geFacCol(table, "FACTOR"); |
---|
2084 | Vector<Float> xin = geElCol.getColumn(); |
---|
2085 | Vector<Float> yin = geFacCol.getColumn(); |
---|
2086 | Vector<Bool> maskin(xin.nelements(),True); |
---|
2087 | |
---|
2088 | // Interpolate (and extrapolate) with desired method |
---|
2089 | |
---|
2090 | InterpolateArray1D<Double,Float>::InterpolationMethod interp = stringToIMethod(method); |
---|
2091 | |
---|
2092 | Vector<Float> yout; |
---|
2093 | Vector<Bool> maskout; |
---|
2094 | InterpolateArray1D<Float,Float>::interpolate(yout, maskout, xout, |
---|
2095 | xin, yin, maskin, interp, |
---|
2096 | True, True); |
---|
2097 | |
---|
2098 | scaleByVector(in, Float(1.0)/yout, dotsys); |
---|
2099 | } |
---|
2100 | |
---|
2101 | void STMath::scaleByVector( Table& in, |
---|
2102 | const Vector< Float >& factor, |
---|
2103 | bool dotsys ) |
---|
2104 | { |
---|
2105 | uInt nrow = in.nrow(); |
---|
2106 | if ( factor.nelements() != nrow ) { |
---|
2107 | throw(AipsError("factors.nelements() != table.nelements()")); |
---|
2108 | } |
---|
2109 | ArrayColumn<Float> specCol(in, "SPECTRA"); |
---|
2110 | ArrayColumn<uChar> flagCol(in, "FLAGTRA"); |
---|
2111 | ArrayColumn<Float> tsysCol(in, "TSYS"); |
---|
2112 | for (uInt i=0; i < nrow; ++i) { |
---|
2113 | MaskedArray<Float> ma = maskedArray(specCol(i), flagCol(i)); |
---|
2114 | ma *= factor[i]; |
---|
2115 | specCol.put(i, ma.getArray()); |
---|
2116 | flagCol.put(i, flagsFromMA(ma)); |
---|
2117 | if ( dotsys ) { |
---|
2118 | Vector<Float> tsys = tsysCol(i); |
---|
2119 | tsys *= factor[i]; |
---|
2120 | tsysCol.put(i,tsys); |
---|
2121 | } |
---|
2122 | } |
---|
2123 | } |
---|
2124 | |
---|
2125 | CountedPtr< Scantable > STMath::convertFlux( const CountedPtr< Scantable >& in, |
---|
2126 | float d, float etaap, |
---|
2127 | float jyperk ) |
---|
2128 | { |
---|
2129 | CountedPtr< Scantable > out = getScantable(in, false); |
---|
2130 | Table& tab = in->table(); |
---|
2131 | Unit fluxUnit(tab.keywordSet().asString("FluxUnit")); |
---|
2132 | Unit K(String("K")); |
---|
2133 | Unit JY(String("Jy")); |
---|
2134 | |
---|
2135 | bool tokelvin = true; |
---|
2136 | Double cfac = 1.0; |
---|
2137 | |
---|
2138 | if ( fluxUnit == JY ) { |
---|
2139 | pushLog("Converting to K"); |
---|
2140 | Quantum<Double> t(1.0,fluxUnit); |
---|
2141 | Quantum<Double> t2 = t.get(JY); |
---|
2142 | cfac = (t2 / t).getValue(); // value to Jy |
---|
2143 | |
---|
2144 | tokelvin = true; |
---|
2145 | out->setFluxUnit("K"); |
---|
2146 | } else if ( fluxUnit == K ) { |
---|
2147 | pushLog("Converting to Jy"); |
---|
2148 | Quantum<Double> t(1.0,fluxUnit); |
---|
2149 | Quantum<Double> t2 = t.get(K); |
---|
2150 | cfac = (t2 / t).getValue(); // value to K |
---|
2151 | |
---|
2152 | tokelvin = false; |
---|
2153 | out->setFluxUnit("Jy"); |
---|
2154 | } else { |
---|
2155 | throw(AipsError("Unrecognized brightness units in Table - must be consistent with Jy or K")); |
---|
2156 | } |
---|
2157 | // Make sure input values are converted to either Jy or K first... |
---|
2158 | Float factor = cfac; |
---|
2159 | |
---|
2160 | // Select method |
---|
2161 | if (jyperk > 0.0) { |
---|
2162 | factor *= jyperk; |
---|
2163 | if ( tokelvin ) factor = 1.0 / jyperk; |
---|
2164 | ostringstream oss; |
---|
2165 | oss << "Jy/K = " << jyperk; |
---|
2166 | pushLog(String(oss)); |
---|
2167 | Vector<Float> factors(tab.nrow(), factor); |
---|
2168 | scaleByVector(tab,factors, false); |
---|
2169 | } else if ( etaap > 0.0) { |
---|
2170 | if (d < 0) { |
---|
2171 | Instrument inst = |
---|
2172 | STAttr::convertInstrument(tab.keywordSet().asString("AntennaName"), |
---|
2173 | True); |
---|
2174 | STAttr sda; |
---|
2175 | d = sda.diameter(inst); |
---|
2176 | } |
---|
2177 | jyperk = STAttr::findJyPerK(etaap, d); |
---|
2178 | ostringstream oss; |
---|
2179 | oss << "Jy/K = " << jyperk; |
---|
2180 | pushLog(String(oss)); |
---|
2181 | factor *= jyperk; |
---|
2182 | if ( tokelvin ) { |
---|
2183 | factor = 1.0 / factor; |
---|
2184 | } |
---|
2185 | Vector<Float> factors(tab.nrow(), factor); |
---|
2186 | scaleByVector(tab, factors, False); |
---|
2187 | } else { |
---|
2188 | |
---|
2189 | // OK now we must deal with automatic look up of values. |
---|
2190 | // We must also deal with the fact that the factors need |
---|
2191 | // to be computed per IF and may be different and may |
---|
2192 | // change per integration. |
---|
2193 | |
---|
2194 | pushLog("Looking up conversion factors"); |
---|
2195 | convertBrightnessUnits(out, tokelvin, cfac); |
---|
2196 | } |
---|
2197 | |
---|
2198 | return out; |
---|
2199 | } |
---|
2200 | |
---|
2201 | void STMath::convertBrightnessUnits( CountedPtr<Scantable>& in, |
---|
2202 | bool tokelvin, float cfac ) |
---|
2203 | { |
---|
2204 | Table& table = in->table(); |
---|
2205 | Instrument inst = |
---|
2206 | STAttr::convertInstrument(table.keywordSet().asString("AntennaName"), True); |
---|
2207 | TableIterator iter(table, "FREQ_ID"); |
---|
2208 | STFrequencies stfreqs = in->frequencies(); |
---|
2209 | STAttr sdAtt; |
---|
2210 | while (!iter.pastEnd()) { |
---|
2211 | Table tab = iter.table(); |
---|
2212 | ArrayColumn<Float> specCol(tab, "SPECTRA"); |
---|
2213 | ArrayColumn<uChar> flagCol(tab, "FLAGTRA"); |
---|
2214 | ROScalarColumn<uInt> freqidCol(tab, "FREQ_ID"); |
---|
2215 | MEpoch::ROScalarColumn timeCol(tab, "TIME"); |
---|
2216 | |
---|
2217 | uInt freqid; freqidCol.get(0, freqid); |
---|
2218 | Vector<Float> tmpspec; specCol.get(0, tmpspec); |
---|
2219 | // STAttr.JyPerK has a Vector interface... change sometime. |
---|
2220 | Vector<Float> freqs(1,stfreqs.getRefFreq(freqid, tmpspec.nelements())); |
---|
2221 | for ( uInt i=0; i<tab.nrow(); ++i) { |
---|
2222 | Float jyperk = (sdAtt.JyPerK(inst, timeCol(i), freqs))[0]; |
---|
2223 | Float factor = cfac * jyperk; |
---|
2224 | if ( tokelvin ) factor = Float(1.0) / factor; |
---|
2225 | MaskedArray<Float> ma = maskedArray(specCol(i), flagCol(i)); |
---|
2226 | ma *= factor; |
---|
2227 | specCol.put(i, ma.getArray()); |
---|
2228 | flagCol.put(i, flagsFromMA(ma)); |
---|
2229 | } |
---|
2230 | ++iter; |
---|
2231 | } |
---|
2232 | } |
---|
2233 | |
---|
2234 | CountedPtr< Scantable > STMath::opacity( const CountedPtr< Scantable > & in, |
---|
2235 | const std::vector<float>& tau ) |
---|
2236 | { |
---|
2237 | CountedPtr< Scantable > out = getScantable(in, false); |
---|
2238 | |
---|
2239 | Table outtab = out->table(); |
---|
2240 | |
---|
2241 | const uInt ntau = uInt(tau.size()); |
---|
2242 | std::vector<float>::const_iterator tauit = tau.begin(); |
---|
2243 | AlwaysAssert((ntau == 1 || ntau == in->nif() || ntau == in->nif() * in->npol()), |
---|
2244 | AipsError); |
---|
2245 | TableIterator iiter(outtab, "IFNO"); |
---|
2246 | while ( !iiter.pastEnd() ) { |
---|
2247 | Table itab = iiter.table(); |
---|
2248 | TableIterator piter(outtab, "POLNO"); |
---|
2249 | while ( !piter.pastEnd() ) { |
---|
2250 | Table tab = piter.table(); |
---|
2251 | ROScalarColumn<Float> elev(tab, "ELEVATION"); |
---|
2252 | ArrayColumn<Float> specCol(tab, "SPECTRA"); |
---|
2253 | ArrayColumn<uChar> flagCol(tab, "FLAGTRA"); |
---|
2254 | ArrayColumn<Float> tsysCol(tab, "TSYS"); |
---|
2255 | for ( uInt i=0; i<tab.nrow(); ++i) { |
---|
2256 | Float zdist = Float(C::pi_2) - elev(i); |
---|
2257 | Float factor = exp(*tauit/cos(zdist)); |
---|
2258 | MaskedArray<Float> ma = maskedArray(specCol(i), flagCol(i)); |
---|
2259 | ma *= factor; |
---|
2260 | specCol.put(i, ma.getArray()); |
---|
2261 | flagCol.put(i, flagsFromMA(ma)); |
---|
2262 | Vector<Float> tsys; |
---|
2263 | tsysCol.get(i, tsys); |
---|
2264 | tsys *= factor; |
---|
2265 | tsysCol.put(i, tsys); |
---|
2266 | } |
---|
2267 | if (ntau == in->nif()*in->npol() ) { |
---|
2268 | tauit++; |
---|
2269 | } |
---|
2270 | piter++; |
---|
2271 | } |
---|
2272 | if (ntau >= in->nif() ) { |
---|
2273 | tauit++; |
---|
2274 | } |
---|
2275 | iiter++; |
---|
2276 | } |
---|
2277 | return out; |
---|
2278 | } |
---|
2279 | |
---|
2280 | CountedPtr< Scantable > STMath::smoothOther( const CountedPtr< Scantable >& in, |
---|
2281 | const std::string& kernel, |
---|
2282 | float width, int order) |
---|
2283 | { |
---|
2284 | CountedPtr< Scantable > out = getScantable(in, false); |
---|
2285 | Table& table = out->table(); |
---|
2286 | ArrayColumn<Float> specCol(table, "SPECTRA"); |
---|
2287 | ArrayColumn<uChar> flagCol(table, "FLAGTRA"); |
---|
2288 | Vector<Float> spec; |
---|
2289 | Vector<uChar> flag; |
---|
2290 | for ( uInt i=0; i<table.nrow(); ++i) { |
---|
2291 | specCol.get(i, spec); |
---|
2292 | flagCol.get(i, flag); |
---|
2293 | Vector<Bool> mask(flag.nelements()); |
---|
2294 | convertArray(mask, flag); |
---|
2295 | Vector<Float> specout; |
---|
2296 | Vector<Bool> maskout; |
---|
2297 | if ( kernel == "hanning" ) { |
---|
2298 | mathutil::hanning(specout, maskout, spec , !mask); |
---|
2299 | convertArray(flag, !maskout); |
---|
2300 | } else if ( kernel == "rmedian" ) { |
---|
2301 | mathutil::runningMedian(specout, maskout, spec , mask, width); |
---|
2302 | convertArray(flag, maskout); |
---|
2303 | } else if ( kernel == "poly" ) { |
---|
2304 | mathutil::polyfit(specout, maskout, spec, !mask, width, order); |
---|
2305 | convertArray(flag, !maskout); |
---|
2306 | } |
---|
2307 | flagCol.put(i, flag); |
---|
2308 | specCol.put(i, specout); |
---|
2309 | } |
---|
2310 | return out; |
---|
2311 | } |
---|
2312 | |
---|
2313 | CountedPtr< Scantable > STMath::smooth( const CountedPtr< Scantable >& in, |
---|
2314 | const std::string& kernel, float width, |
---|
2315 | int order) |
---|
2316 | { |
---|
2317 | if (kernel == "rmedian" || kernel == "hanning" || kernel == "poly") { |
---|
2318 | return smoothOther(in, kernel, width, order); |
---|
2319 | } |
---|
2320 | CountedPtr< Scantable > out = getScantable(in, false); |
---|
2321 | Table& table = out->table(); |
---|
2322 | VectorKernel::KernelTypes type = VectorKernel::toKernelType(kernel); |
---|
2323 | // same IFNO should have same no of channels |
---|
2324 | // this saves overhead |
---|
2325 | TableIterator iter(table, "IFNO"); |
---|
2326 | while (!iter.pastEnd()) { |
---|
2327 | Table tab = iter.table(); |
---|
2328 | ArrayColumn<Float> specCol(tab, "SPECTRA"); |
---|
2329 | ArrayColumn<uChar> flagCol(tab, "FLAGTRA"); |
---|
2330 | Vector<Float> tmpspec; specCol.get(0, tmpspec); |
---|
2331 | uInt nchan = tmpspec.nelements(); |
---|
2332 | Vector<Float> kvec = VectorKernel::make(type, width, nchan, True, False); |
---|
2333 | Convolver<Float> conv(kvec, IPosition(1,nchan)); |
---|
2334 | Vector<Float> spec; |
---|
2335 | Vector<uChar> flag; |
---|
2336 | for ( uInt i=0; i<tab.nrow(); ++i) { |
---|
2337 | specCol.get(i, spec); |
---|
2338 | flagCol.get(i, flag); |
---|
2339 | Vector<Bool> mask(flag.nelements()); |
---|
2340 | convertArray(mask, flag); |
---|
2341 | Vector<Float> specout; |
---|
2342 | mathutil::replaceMaskByZero(specout, mask); |
---|
2343 | conv.linearConv(specout, spec); |
---|
2344 | specCol.put(i, specout); |
---|
2345 | } |
---|
2346 | ++iter; |
---|
2347 | } |
---|
2348 | return out; |
---|
2349 | } |
---|
2350 | |
---|
2351 | CountedPtr< Scantable > |
---|
2352 | STMath::merge( const std::vector< CountedPtr < Scantable > >& in ) |
---|
2353 | { |
---|
2354 | if ( in.size() < 2 ) { |
---|
2355 | throw(AipsError("Need at least two scantables to perform a merge.")); |
---|
2356 | } |
---|
2357 | std::vector<CountedPtr < Scantable > >::const_iterator it = in.begin(); |
---|
2358 | bool insitu = insitu_; |
---|
2359 | setInsitu(false); |
---|
2360 | CountedPtr< Scantable > out = getScantable(*it, false); |
---|
2361 | setInsitu(insitu); |
---|
2362 | Table& tout = out->table(); |
---|
2363 | ScalarColumn<uInt> freqidcol(tout,"FREQ_ID"), molidcol(tout, "MOLECULE_ID"); |
---|
2364 | ScalarColumn<uInt> scannocol(tout,"SCANNO"), focusidcol(tout,"FOCUS_ID"); |
---|
2365 | // Renumber SCANNO to be 0-based |
---|
2366 | Vector<uInt> scannos = scannocol.getColumn(); |
---|
2367 | uInt offset = min(scannos); |
---|
2368 | scannos -= offset; |
---|
2369 | scannocol.putColumn(scannos); |
---|
2370 | uInt newscanno = max(scannos)+1; |
---|
2371 | ++it; |
---|
2372 | while ( it != in.end() ){ |
---|
2373 | if ( ! (*it)->conformant(*out) ) { |
---|
2374 | // non conformant. |
---|
2375 | //pushLog(String("Warning: Can't merge scantables as header info differs.")); |
---|
2376 | LogIO os( LogOrigin( "STMath", "merge()", WHERE ) ) ; |
---|
2377 | os << LogIO::SEVERE << "Can't merge scantables as header informations (any one of AntennaName, Equinox, and FluxUnit) differ." << LogIO::EXCEPTION ; |
---|
2378 | } |
---|
2379 | out->appendToHistoryTable((*it)->history()); |
---|
2380 | const Table& tab = (*it)->table(); |
---|
2381 | TableIterator scanit(tab, "SCANNO"); |
---|
2382 | while (!scanit.pastEnd()) { |
---|
2383 | TableIterator freqit(scanit.table(), "FREQ_ID"); |
---|
2384 | while ( !freqit.pastEnd() ) { |
---|
2385 | Table thetab = freqit.table(); |
---|
2386 | uInt nrow = tout.nrow(); |
---|
2387 | tout.addRow(thetab.nrow()); |
---|
2388 | TableCopy::copyRows(tout, thetab, nrow, 0, thetab.nrow()); |
---|
2389 | ROTableRow row(thetab); |
---|
2390 | for ( uInt i=0; i<thetab.nrow(); ++i) { |
---|
2391 | uInt k = nrow+i; |
---|
2392 | scannocol.put(k, newscanno); |
---|
2393 | const TableRecord& rec = row.get(i); |
---|
2394 | Double rv,rp,inc; |
---|
2395 | (*it)->frequencies().getEntry(rp, rv, inc, rec.asuInt("FREQ_ID")); |
---|
2396 | uInt id; |
---|
2397 | id = out->frequencies().addEntry(rp, rv, inc); |
---|
2398 | freqidcol.put(k,id); |
---|
2399 | //String name,fname;Double rf; |
---|
2400 | Vector<String> name,fname;Vector<Double> rf; |
---|
2401 | (*it)->molecules().getEntry(rf, name, fname, rec.asuInt("MOLECULE_ID")); |
---|
2402 | id = out->molecules().addEntry(rf, name, fname); |
---|
2403 | molidcol.put(k, id); |
---|
2404 | Float fpa,frot,fax,ftan,fhand,fmount,fuser, fxy, fxyp; |
---|
2405 | (*it)->focus().getEntry(fpa, fax, ftan, frot, fhand, |
---|
2406 | fmount,fuser, fxy, fxyp, |
---|
2407 | rec.asuInt("FOCUS_ID")); |
---|
2408 | id = out->focus().addEntry(fpa, fax, ftan, frot, fhand, |
---|
2409 | fmount,fuser, fxy, fxyp); |
---|
2410 | focusidcol.put(k, id); |
---|
2411 | } |
---|
2412 | ++freqit; |
---|
2413 | } |
---|
2414 | ++newscanno; |
---|
2415 | ++scanit; |
---|
2416 | } |
---|
2417 | ++it; |
---|
2418 | } |
---|
2419 | return out; |
---|
2420 | } |
---|
2421 | |
---|
2422 | CountedPtr< Scantable > |
---|
2423 | STMath::invertPhase( const CountedPtr < Scantable >& in ) |
---|
2424 | { |
---|
2425 | return applyToPol(in, &STPol::invertPhase, Float(0.0)); |
---|
2426 | } |
---|
2427 | |
---|
2428 | CountedPtr< Scantable > |
---|
2429 | STMath::rotateXYPhase( const CountedPtr < Scantable >& in, float phase ) |
---|
2430 | { |
---|
2431 | return applyToPol(in, &STPol::rotatePhase, Float(phase)); |
---|
2432 | } |
---|
2433 | |
---|
2434 | CountedPtr< Scantable > |
---|
2435 | STMath::rotateLinPolPhase( const CountedPtr < Scantable >& in, float phase ) |
---|
2436 | { |
---|
2437 | return applyToPol(in, &STPol::rotateLinPolPhase, Float(phase)); |
---|
2438 | } |
---|
2439 | |
---|
2440 | CountedPtr< Scantable > STMath::applyToPol( const CountedPtr<Scantable>& in, |
---|
2441 | STPol::polOperation fptr, |
---|
2442 | Float phase ) |
---|
2443 | { |
---|
2444 | CountedPtr< Scantable > out = getScantable(in, false); |
---|
2445 | Table& tout = out->table(); |
---|
2446 | Block<String> cols(4); |
---|
2447 | cols[0] = String("SCANNO"); |
---|
2448 | cols[1] = String("BEAMNO"); |
---|
2449 | cols[2] = String("IFNO"); |
---|
2450 | cols[3] = String("CYCLENO"); |
---|
2451 | TableIterator iter(tout, cols); |
---|
2452 | CountedPtr<STPol> stpol = STPol::getPolClass(out->factories_, |
---|
2453 | out->getPolType() ); |
---|
2454 | while (!iter.pastEnd()) { |
---|
2455 | Table t = iter.table(); |
---|
2456 | ArrayColumn<Float> speccol(t, "SPECTRA"); |
---|
2457 | ScalarColumn<uInt> focidcol(t, "FOCUS_ID"); |
---|
2458 | Matrix<Float> pols(speccol.getColumn()); |
---|
2459 | try { |
---|
2460 | stpol->setSpectra(pols); |
---|
2461 | Float fang,fhand; |
---|
2462 | fang = in->focusTable_.getTotalAngle(focidcol(0)); |
---|
2463 | fhand = in->focusTable_.getFeedHand(focidcol(0)); |
---|
2464 | stpol->setPhaseCorrections(fang, fhand); |
---|
2465 | // use a member function pointer in STPol. This only works on |
---|
2466 | // the STPol pointer itself, not the Counted Pointer so |
---|
2467 | // derefernce it. |
---|
2468 | (&(*(stpol))->*fptr)(phase); |
---|
2469 | speccol.putColumn(stpol->getSpectra()); |
---|
2470 | } catch (AipsError& e) { |
---|
2471 | //delete stpol;stpol=0; |
---|
2472 | throw(e); |
---|
2473 | } |
---|
2474 | ++iter; |
---|
2475 | } |
---|
2476 | //delete stpol;stpol=0; |
---|
2477 | return out; |
---|
2478 | } |
---|
2479 | |
---|
2480 | CountedPtr< Scantable > |
---|
2481 | STMath::swapPolarisations( const CountedPtr< Scantable > & in ) |
---|
2482 | { |
---|
2483 | CountedPtr< Scantable > out = getScantable(in, false); |
---|
2484 | Table& tout = out->table(); |
---|
2485 | Table t0 = tout(tout.col("POLNO") == 0); |
---|
2486 | Table t1 = tout(tout.col("POLNO") == 1); |
---|
2487 | if ( t0.nrow() != t1.nrow() ) |
---|
2488 | throw(AipsError("Inconsistent number of polarisations")); |
---|
2489 | ArrayColumn<Float> speccol0(t0, "SPECTRA"); |
---|
2490 | ArrayColumn<uChar> flagcol0(t0, "FLAGTRA"); |
---|
2491 | ArrayColumn<Float> speccol1(t1, "SPECTRA"); |
---|
2492 | ArrayColumn<uChar> flagcol1(t1, "FLAGTRA"); |
---|
2493 | Matrix<Float> s0 = speccol0.getColumn(); |
---|
2494 | Matrix<uChar> f0 = flagcol0.getColumn(); |
---|
2495 | speccol0.putColumn(speccol1.getColumn()); |
---|
2496 | flagcol0.putColumn(flagcol1.getColumn()); |
---|
2497 | speccol1.putColumn(s0); |
---|
2498 | flagcol1.putColumn(f0); |
---|
2499 | return out; |
---|
2500 | } |
---|
2501 | |
---|
2502 | CountedPtr< Scantable > |
---|
2503 | STMath::averagePolarisations( const CountedPtr< Scantable > & in, |
---|
2504 | const std::vector<bool>& mask, |
---|
2505 | const std::string& weight ) |
---|
2506 | { |
---|
2507 | if (in->npol() < 2 ) |
---|
2508 | throw(AipsError("averagePolarisations can only be applied to two or more" |
---|
2509 | "polarisations")); |
---|
2510 | bool insitu = insitu_; |
---|
2511 | setInsitu(false); |
---|
2512 | CountedPtr< Scantable > pols = getScantable(in, true); |
---|
2513 | setInsitu(insitu); |
---|
2514 | Table& tout = pols->table(); |
---|
2515 | std::string taql = "SELECT FROM $1 WHERE POLNO IN [0,1]"; |
---|
2516 | Table tab = tableCommand(taql, in->table()); |
---|
2517 | if (tab.nrow() == 0 ) |
---|
2518 | throw(AipsError("Could not find any rows with POLNO==0 and POLNO==1")); |
---|
2519 | TableCopy::copyRows(tout, tab); |
---|
2520 | TableVector<uInt> vec(tout, "POLNO"); |
---|
2521 | vec = 0; |
---|
2522 | pols->table_.rwKeywordSet().define("nPol", Int(1)); |
---|
2523 | //pols->table_.rwKeywordSet().define("POLTYPE", String("stokes")); |
---|
2524 | pols->table_.rwKeywordSet().define("POLTYPE", in->getPolType()); |
---|
2525 | std::vector<CountedPtr<Scantable> > vpols; |
---|
2526 | vpols.push_back(pols); |
---|
2527 | CountedPtr< Scantable > out = average(vpols, mask, weight, "SCAN"); |
---|
2528 | return out; |
---|
2529 | } |
---|
2530 | |
---|
2531 | CountedPtr< Scantable > |
---|
2532 | STMath::averageBeams( const CountedPtr< Scantable > & in, |
---|
2533 | const std::vector<bool>& mask, |
---|
2534 | const std::string& weight ) |
---|
2535 | { |
---|
2536 | bool insitu = insitu_; |
---|
2537 | setInsitu(false); |
---|
2538 | CountedPtr< Scantable > beams = getScantable(in, false); |
---|
2539 | setInsitu(insitu); |
---|
2540 | Table& tout = beams->table(); |
---|
2541 | // give all rows the same BEAMNO |
---|
2542 | TableVector<uInt> vec(tout, "BEAMNO"); |
---|
2543 | vec = 0; |
---|
2544 | beams->table_.rwKeywordSet().define("nBeam", Int(1)); |
---|
2545 | std::vector<CountedPtr<Scantable> > vbeams; |
---|
2546 | vbeams.push_back(beams); |
---|
2547 | CountedPtr< Scantable > out = average(vbeams, mask, weight, "SCAN"); |
---|
2548 | return out; |
---|
2549 | } |
---|
2550 | |
---|
2551 | |
---|
2552 | CountedPtr< Scantable > |
---|
2553 | asap::STMath::frequencyAlign( const CountedPtr< Scantable > & in, |
---|
2554 | const std::string & refTime, |
---|
2555 | const std::string & method) |
---|
2556 | { |
---|
2557 | // clone as this is not working insitu |
---|
2558 | bool insitu = insitu_; |
---|
2559 | setInsitu(false); |
---|
2560 | CountedPtr< Scantable > out = getScantable(in, false); |
---|
2561 | setInsitu(insitu); |
---|
2562 | Table& tout = out->table(); |
---|
2563 | // Get reference Epoch to time of first row or given String |
---|
2564 | Unit DAY(String("d")); |
---|
2565 | MEpoch::Ref epochRef(in->getTimeReference()); |
---|
2566 | MEpoch refEpoch; |
---|
2567 | if (refTime.length()>0) { |
---|
2568 | Quantum<Double> qt; |
---|
2569 | if (MVTime::read(qt,refTime)) { |
---|
2570 | MVEpoch mv(qt); |
---|
2571 | refEpoch = MEpoch(mv, epochRef); |
---|
2572 | } else { |
---|
2573 | throw(AipsError("Invalid format for Epoch string")); |
---|
2574 | } |
---|
2575 | } else { |
---|
2576 | refEpoch = in->timeCol_(0); |
---|
2577 | } |
---|
2578 | MPosition refPos = in->getAntennaPosition(); |
---|
2579 | |
---|
2580 | InterpolateArray1D<Double,Float>::InterpolationMethod interp = stringToIMethod(method); |
---|
2581 | /* |
---|
2582 | // Comment from MV. |
---|
2583 | // the following code has been commented out because different FREQ_IDs have to be aligned together even |
---|
2584 | // if the frame doesn't change. So far, lack of this check didn't cause any problems. |
---|
2585 | // test if user frame is different to base frame |
---|
2586 | if ( in->frequencies().getFrameString(true) |
---|
2587 | == in->frequencies().getFrameString(false) ) { |
---|
2588 | throw(AipsError("Can't convert as no output frame has been set" |
---|
2589 | " (use set_freqframe) or it is aligned already.")); |
---|
2590 | } |
---|
2591 | */ |
---|
2592 | MFrequency::Types system = in->frequencies().getFrame(); |
---|
2593 | MVTime mvt(refEpoch.getValue()); |
---|
2594 | String epochout = mvt.string(MVTime::YMD) + String(" (") + refEpoch.getRefString() + String(")"); |
---|
2595 | ostringstream oss; |
---|
2596 | oss << "Aligned at reference Epoch " << epochout |
---|
2597 | << " in frame " << MFrequency::showType(system); |
---|
2598 | pushLog(String(oss)); |
---|
2599 | // set up the iterator |
---|
2600 | Block<String> cols(4); |
---|
2601 | // select by constant direction |
---|
2602 | cols[0] = String("SRCNAME"); |
---|
2603 | cols[1] = String("BEAMNO"); |
---|
2604 | // select by IF ( no of channels varies over this ) |
---|
2605 | cols[2] = String("IFNO"); |
---|
2606 | // select by restfrequency |
---|
2607 | cols[3] = String("MOLECULE_ID"); |
---|
2608 | TableIterator iter(tout, cols); |
---|
2609 | while ( !iter.pastEnd() ) { |
---|
2610 | Table t = iter.table(); |
---|
2611 | MDirection::ROScalarColumn dirCol(t, "DIRECTION"); |
---|
2612 | TableIterator fiter(t, "FREQ_ID"); |
---|
2613 | // determine nchan from the first row. This should work as |
---|
2614 | // we are iterating over BEAMNO and IFNO // we should have constant direction |
---|
2615 | |
---|
2616 | ROArrayColumn<Float> sCol(t, "SPECTRA"); |
---|
2617 | const MDirection direction = dirCol(0); |
---|
2618 | const uInt nchan = sCol(0).nelements(); |
---|
2619 | |
---|
2620 | // skip operations if there is nothing to align |
---|
2621 | if (fiter.pastEnd()) { |
---|
2622 | continue; |
---|
2623 | } |
---|
2624 | |
---|
2625 | Table ftab = fiter.table(); |
---|
2626 | // align all frequency ids with respect to the first encountered id |
---|
2627 | ScalarColumn<uInt> freqidCol(ftab, "FREQ_ID"); |
---|
2628 | // get the SpectralCoordinate for the freqid, which we are iterating over |
---|
2629 | SpectralCoordinate sC = in->frequencies().getSpectralCoordinate(freqidCol(0)); |
---|
2630 | FrequencyAligner<Float> fa( sC, nchan, refEpoch, |
---|
2631 | direction, refPos, system ); |
---|
2632 | // realign the SpectralCoordinate and put into the output Scantable |
---|
2633 | Vector<String> units(1); |
---|
2634 | units = String("Hz"); |
---|
2635 | Bool linear=True; |
---|
2636 | SpectralCoordinate sc2 = fa.alignedSpectralCoordinate(linear); |
---|
2637 | sc2.setWorldAxisUnits(units); |
---|
2638 | const uInt id = out->frequencies().addEntry(sc2.referencePixel()[0], |
---|
2639 | sc2.referenceValue()[0], |
---|
2640 | sc2.increment()[0]); |
---|
2641 | while ( !fiter.pastEnd() ) { |
---|
2642 | ftab = fiter.table(); |
---|
2643 | // spectral coordinate for the current FREQ_ID |
---|
2644 | ScalarColumn<uInt> freqidCol2(ftab, "FREQ_ID"); |
---|
2645 | sC = in->frequencies().getSpectralCoordinate(freqidCol2(0)); |
---|
2646 | // create the "global" abcissa for alignment with same FREQ_ID |
---|
2647 | Vector<Double> abc(nchan); |
---|
2648 | for (uInt i=0; i<nchan; i++) { |
---|
2649 | Double w; |
---|
2650 | sC.toWorld(w,Double(i)); |
---|
2651 | abc[i] = w; |
---|
2652 | } |
---|
2653 | TableVector<uInt> tvec(ftab, "FREQ_ID"); |
---|
2654 | // assign new frequency id to all rows |
---|
2655 | tvec = id; |
---|
2656 | // cache abcissa for same time stamps, so iterate over those |
---|
2657 | TableIterator timeiter(ftab, "TIME"); |
---|
2658 | while ( !timeiter.pastEnd() ) { |
---|
2659 | Table tab = timeiter.table(); |
---|
2660 | ArrayColumn<Float> specCol(tab, "SPECTRA"); |
---|
2661 | ArrayColumn<uChar> flagCol(tab, "FLAGTRA"); |
---|
2662 | MEpoch::ROScalarColumn timeCol(tab, "TIME"); |
---|
2663 | // use align abcissa cache after the first row |
---|
2664 | // these rows should be just be POLNO |
---|
2665 | bool first = true; |
---|
2666 | for (int i=0; i<int(tab.nrow()); ++i) { |
---|
2667 | // input values |
---|
2668 | Vector<uChar> flag = flagCol(i); |
---|
2669 | Vector<Bool> mask(flag.shape()); |
---|
2670 | Vector<Float> specOut, spec; |
---|
2671 | spec = specCol(i); |
---|
2672 | Vector<Bool> maskOut;Vector<uChar> flagOut; |
---|
2673 | convertArray(mask, flag); |
---|
2674 | // alignment |
---|
2675 | Bool ok = fa.align(specOut, maskOut, abc, spec, |
---|
2676 | mask, timeCol(i), !first, |
---|
2677 | interp, False); |
---|
2678 | // back into scantable |
---|
2679 | flagOut.resize(maskOut.nelements()); |
---|
2680 | convertArray(flagOut, maskOut); |
---|
2681 | flagCol.put(i, flagOut); |
---|
2682 | specCol.put(i, specOut); |
---|
2683 | // start abcissa caching |
---|
2684 | first = false; |
---|
2685 | } |
---|
2686 | // next timestamp |
---|
2687 | ++timeiter; |
---|
2688 | } |
---|
2689 | // next FREQ_ID |
---|
2690 | ++fiter; |
---|
2691 | } |
---|
2692 | // next aligner |
---|
2693 | ++iter; |
---|
2694 | } |
---|
2695 | // set this afterwards to ensure we are doing insitu correctly. |
---|
2696 | out->frequencies().setFrame(system, true); |
---|
2697 | return out; |
---|
2698 | } |
---|
2699 | |
---|
2700 | CountedPtr<Scantable> |
---|
2701 | asap::STMath::convertPolarisation( const CountedPtr<Scantable>& in, |
---|
2702 | const std::string & newtype ) |
---|
2703 | { |
---|
2704 | if (in->npol() != 2 && in->npol() != 4) |
---|
2705 | throw(AipsError("Can only convert two or four polarisations.")); |
---|
2706 | if ( in->getPolType() == newtype ) |
---|
2707 | throw(AipsError("No need to convert.")); |
---|
2708 | if ( ! in->selector_.empty() ) |
---|
2709 | throw(AipsError("Can only convert whole scantable. Unset the selection.")); |
---|
2710 | bool insitu = insitu_; |
---|
2711 | setInsitu(false); |
---|
2712 | CountedPtr< Scantable > out = getScantable(in, true); |
---|
2713 | setInsitu(insitu); |
---|
2714 | Table& tout = out->table(); |
---|
2715 | tout.rwKeywordSet().define("POLTYPE", String(newtype)); |
---|
2716 | |
---|
2717 | Block<String> cols(4); |
---|
2718 | cols[0] = "SCANNO"; |
---|
2719 | cols[1] = "CYCLENO"; |
---|
2720 | cols[2] = "BEAMNO"; |
---|
2721 | cols[3] = "IFNO"; |
---|
2722 | TableIterator it(in->originalTable_, cols); |
---|
2723 | String basetype = in->getPolType(); |
---|
2724 | STPol* stpol = STPol::getPolClass(in->factories_, basetype); |
---|
2725 | try { |
---|
2726 | while ( !it.pastEnd() ) { |
---|
2727 | Table tab = it.table(); |
---|
2728 | uInt row = tab.rowNumbers()[0]; |
---|
2729 | stpol->setSpectra(in->getPolMatrix(row)); |
---|
2730 | Float fang,fhand; |
---|
2731 | fang = in->focusTable_.getTotalAngle(in->mfocusidCol_(row)); |
---|
2732 | fhand = in->focusTable_.getFeedHand(in->mfocusidCol_(row)); |
---|
2733 | stpol->setPhaseCorrections(fang, fhand); |
---|
2734 | Int npolout = 0; |
---|
2735 | for (uInt i=0; i<tab.nrow(); ++i) { |
---|
2736 | Vector<Float> outvec = stpol->getSpectrum(i, newtype); |
---|
2737 | if ( outvec.nelements() > 0 ) { |
---|
2738 | tout.addRow(); |
---|
2739 | TableCopy::copyRows(tout, tab, tout.nrow()-1, 0, 1); |
---|
2740 | ArrayColumn<Float> sCol(tout,"SPECTRA"); |
---|
2741 | ScalarColumn<uInt> pCol(tout,"POLNO"); |
---|
2742 | sCol.put(tout.nrow()-1 ,outvec); |
---|
2743 | pCol.put(tout.nrow()-1 ,uInt(npolout)); |
---|
2744 | npolout++; |
---|
2745 | } |
---|
2746 | } |
---|
2747 | tout.rwKeywordSet().define("nPol", npolout); |
---|
2748 | ++it; |
---|
2749 | } |
---|
2750 | } catch (AipsError& e) { |
---|
2751 | delete stpol; |
---|
2752 | throw(e); |
---|
2753 | } |
---|
2754 | delete stpol; |
---|
2755 | return out; |
---|
2756 | } |
---|
2757 | |
---|
2758 | CountedPtr< Scantable > |
---|
2759 | asap::STMath::mxExtract( const CountedPtr< Scantable > & in, |
---|
2760 | const std::string & scantype ) |
---|
2761 | { |
---|
2762 | bool insitu = insitu_; |
---|
2763 | setInsitu(false); |
---|
2764 | CountedPtr< Scantable > out = getScantable(in, true); |
---|
2765 | setInsitu(insitu); |
---|
2766 | Table& tout = out->table(); |
---|
2767 | std::string taql = "SELECT FROM $1 WHERE BEAMNO != REFBEAMNO"; |
---|
2768 | if (scantype == "on") { |
---|
2769 | taql = "SELECT FROM $1 WHERE BEAMNO == REFBEAMNO"; |
---|
2770 | } |
---|
2771 | Table tab = tableCommand(taql, in->table()); |
---|
2772 | TableCopy::copyRows(tout, tab); |
---|
2773 | if (scantype == "on") { |
---|
2774 | // re-index SCANNO to 0 |
---|
2775 | TableVector<uInt> vec(tout, "SCANNO"); |
---|
2776 | vec = 0; |
---|
2777 | } |
---|
2778 | return out; |
---|
2779 | } |
---|
2780 | |
---|
2781 | CountedPtr< Scantable > |
---|
2782 | asap::STMath::lagFlag( const CountedPtr< Scantable > & in, |
---|
2783 | double start, double end, |
---|
2784 | const std::string& mode) |
---|
2785 | { |
---|
2786 | CountedPtr< Scantable > out = getScantable(in, false); |
---|
2787 | Table& tout = out->table(); |
---|
2788 | TableIterator iter(tout, "FREQ_ID"); |
---|
2789 | FFTServer<Float,Complex> ffts; |
---|
2790 | while ( !iter.pastEnd() ) { |
---|
2791 | Table tab = iter.table(); |
---|
2792 | Double rp,rv,inc; |
---|
2793 | ROTableRow row(tab); |
---|
2794 | const TableRecord& rec = row.get(0); |
---|
2795 | uInt freqid = rec.asuInt("FREQ_ID"); |
---|
2796 | out->frequencies().getEntry(rp, rv, inc, freqid); |
---|
2797 | ArrayColumn<Float> specCol(tab, "SPECTRA"); |
---|
2798 | ArrayColumn<uChar> flagCol(tab, "FLAGTRA"); |
---|
2799 | for (int i=0; i<int(tab.nrow()); ++i) { |
---|
2800 | Vector<Float> spec = specCol(i); |
---|
2801 | Vector<uChar> flag = flagCol(i); |
---|
2802 | int fstart = -1; |
---|
2803 | int fend = -1; |
---|
2804 | for (unsigned int k=0; k < flag.nelements(); ++k ) { |
---|
2805 | if (flag[k] > 0) { |
---|
2806 | fstart = k; |
---|
2807 | while (flag[k] > 0 && k < flag.nelements()) { |
---|
2808 | fend = k; |
---|
2809 | k++; |
---|
2810 | } |
---|
2811 | } |
---|
2812 | Float interp = 0.0; |
---|
2813 | if (fstart-1 > 0 ) { |
---|
2814 | interp = spec[fstart-1]; |
---|
2815 | if (fend+1 < spec.nelements()) { |
---|
2816 | interp = (interp+spec[fend+1])/2.0; |
---|
2817 | } |
---|
2818 | } else { |
---|
2819 | interp = spec[fend+1]; |
---|
2820 | } |
---|
2821 | if (fstart > -1 && fend > -1) { |
---|
2822 | for (int j=fstart;j<=fend;++j) { |
---|
2823 | spec[j] = interp; |
---|
2824 | } |
---|
2825 | } |
---|
2826 | fstart =-1; |
---|
2827 | fend = -1; |
---|
2828 | } |
---|
2829 | Vector<Complex> lags; |
---|
2830 | ffts.fft0(lags, spec); |
---|
2831 | Int lag0(start+0.5); |
---|
2832 | Int lag1(end+0.5); |
---|
2833 | if (mode == "frequency") { |
---|
2834 | lag0 = Int(spec.nelements()*abs(inc)/(start)+0.5); |
---|
2835 | lag1 = Int(spec.nelements()*abs(inc)/(end)+0.5); |
---|
2836 | } |
---|
2837 | Int lstart = max(0, lag0); |
---|
2838 | Int lend = min(Int(lags.nelements()-1), lag1); |
---|
2839 | if (lstart == lend) { |
---|
2840 | lags[lstart] = Complex(0.0); |
---|
2841 | } else { |
---|
2842 | if (lstart > lend) { |
---|
2843 | Int tmp = lend; |
---|
2844 | lend = lstart; |
---|
2845 | lstart = tmp; |
---|
2846 | } |
---|
2847 | for (int j=lstart; j <=lend ;++j) { |
---|
2848 | lags[j] = Complex(0.0); |
---|
2849 | } |
---|
2850 | } |
---|
2851 | ffts.fft0(spec, lags); |
---|
2852 | specCol.put(i, spec); |
---|
2853 | } |
---|
2854 | ++iter; |
---|
2855 | } |
---|
2856 | return out; |
---|
2857 | } |
---|
2858 | |
---|
2859 | // Averaging spectra with different channel/resolution |
---|
2860 | CountedPtr<Scantable> |
---|
2861 | STMath::new_average( const std::vector<CountedPtr<Scantable> >& in, |
---|
2862 | const bool& compel, |
---|
2863 | const std::vector<bool>& mask, |
---|
2864 | const std::string& weight, |
---|
2865 | const std::string& avmode ) |
---|
2866 | throw ( casa::AipsError ) |
---|
2867 | { |
---|
2868 | LogIO os( LogOrigin( "STMath", "new_average()", WHERE ) ) ; |
---|
2869 | if ( avmode == "SCAN" && in.size() != 1 ) |
---|
2870 | throw(AipsError("Can't perform 'SCAN' averaging on multiple tables.\n" |
---|
2871 | "Use merge first.")); |
---|
2872 | |
---|
2873 | // check if OTF observation |
---|
2874 | String obstype = in[0]->getHeader().obstype ; |
---|
2875 | Double tol = 0.0 ; |
---|
2876 | if ( obstype.find( "OTF" ) != String::npos ) { |
---|
2877 | tol = TOL_OTF ; |
---|
2878 | } |
---|
2879 | else { |
---|
2880 | tol = TOL_POINT ; |
---|
2881 | } |
---|
2882 | |
---|
2883 | CountedPtr<Scantable> out ; // processed result |
---|
2884 | if ( compel ) { |
---|
2885 | std::vector< CountedPtr<Scantable> > newin ; // input for average process |
---|
2886 | uInt insize = in.size() ; // number of input scantables |
---|
2887 | |
---|
2888 | // TEST: do normal average in each table before IF grouping |
---|
2889 | os << "Do preliminary averaging" << LogIO::POST ; |
---|
2890 | vector< CountedPtr<Scantable> > tmpin( insize ) ; |
---|
2891 | for ( uInt itable = 0 ; itable < insize ; itable++ ) { |
---|
2892 | vector< CountedPtr<Scantable> > v( 1, in[itable] ) ; |
---|
2893 | tmpin[itable] = average( v, mask, weight, avmode ) ; |
---|
2894 | } |
---|
2895 | |
---|
2896 | // warning |
---|
2897 | os << "Average spectra with different spectral resolution" << LogIO::POST ; |
---|
2898 | |
---|
2899 | // temporarily set coordinfo |
---|
2900 | vector<string> oldinfo( insize ) ; |
---|
2901 | for ( uInt itable = 0 ; itable < insize ; itable++ ) { |
---|
2902 | vector<string> coordinfo = in[itable]->getCoordInfo() ; |
---|
2903 | oldinfo[itable] = coordinfo[0] ; |
---|
2904 | coordinfo[0] = "Hz" ; |
---|
2905 | tmpin[itable]->setCoordInfo( coordinfo ) ; |
---|
2906 | } |
---|
2907 | |
---|
2908 | // columns |
---|
2909 | ScalarColumn<uInt> freqIDCol ; |
---|
2910 | ScalarColumn<uInt> ifnoCol ; |
---|
2911 | ScalarColumn<uInt> scannoCol ; |
---|
2912 | |
---|
2913 | |
---|
2914 | // check IF frequency coverage |
---|
2915 | // freqid: list of FREQ_ID, which is used, in each table |
---|
2916 | // iffreq: list of minimum and maximum frequency for each FREQ_ID in |
---|
2917 | // each table |
---|
2918 | // freqid[insize][numIF] |
---|
2919 | // freqid: [[id00, id01, ...], |
---|
2920 | // [id10, id11, ...], |
---|
2921 | // ... |
---|
2922 | // [idn0, idn1, ...]] |
---|
2923 | // iffreq[insize][numIF*2] |
---|
2924 | // iffreq: [[min_id00, max_id00, min_id01, max_id01, ...], |
---|
2925 | // [min_id10, max_id10, min_id11, max_id11, ...], |
---|
2926 | // ... |
---|
2927 | // [min_idn0, max_idn0, min_idn1, max_idn1, ...]] |
---|
2928 | //os << "Check IF settings in each table" << LogIO::POST ; |
---|
2929 | vector< vector<uInt> > freqid( insize ); |
---|
2930 | vector< vector<double> > iffreq( insize ) ; |
---|
2931 | for ( uInt itable = 0 ; itable < insize ; itable++ ) { |
---|
2932 | uInt rows = tmpin[itable]->nrow() ; |
---|
2933 | uInt freqnrows = tmpin[itable]->frequencies().table().nrow() ; |
---|
2934 | for ( uInt irow = 0 ; irow < rows ; irow++ ) { |
---|
2935 | if ( freqid[itable].size() == freqnrows ) { |
---|
2936 | break ; |
---|
2937 | } |
---|
2938 | else { |
---|
2939 | freqIDCol.attach( tmpin[itable]->table(), "FREQ_ID" ) ; |
---|
2940 | ifnoCol.attach( tmpin[itable]->table(), "IFNO" ) ; |
---|
2941 | uInt id = freqIDCol( irow ) ; |
---|
2942 | if ( freqid[itable].size() == 0 || count( freqid[itable].begin(), freqid[itable].end(), id ) == 0 ) { |
---|
2943 | //os << "itable = " << itable << ": IF " << id << " is included in the list" << LogIO::POST ; |
---|
2944 | vector<double> abcissa = tmpin[itable]->getAbcissa( irow ) ; |
---|
2945 | freqid[itable].push_back( id ) ; |
---|
2946 | iffreq[itable].push_back( abcissa[0] - 0.5 * ( abcissa[1] - abcissa[0] ) ) ; |
---|
2947 | iffreq[itable].push_back( abcissa[abcissa.size()-1] + 0.5 * ( abcissa[1] - abcissa[0] ) ) ; |
---|
2948 | } |
---|
2949 | } |
---|
2950 | } |
---|
2951 | } |
---|
2952 | |
---|
2953 | // debug |
---|
2954 | //os << "IF settings summary:" << endl ; |
---|
2955 | //for ( uInt i = 0 ; i < freqid.size() ; i++ ) { |
---|
2956 | //os << " Table" << i << endl ; |
---|
2957 | //for ( uInt j = 0 ; j < freqid[i].size() ; j++ ) { |
---|
2958 | //os << " id = " << freqid[i][j] << " (min,max) = (" << iffreq[i][2*j] << "," << iffreq[i][2*j+1] << ")" << endl ; |
---|
2959 | //} |
---|
2960 | //} |
---|
2961 | //os << endl ; |
---|
2962 | //os.post() ; |
---|
2963 | |
---|
2964 | // IF grouping based on their frequency coverage |
---|
2965 | // ifgrp: list of table index and FREQ_ID for all members in each IF group |
---|
2966 | // ifgfreq: list of minimum and maximum frequency in each IF group |
---|
2967 | // ifgrp[numgrp][nummember*2] |
---|
2968 | // ifgrp: [[table00, freqrow00, table01, freqrow01, ...], |
---|
2969 | // [table10, freqrow10, table11, freqrow11, ...], |
---|
2970 | // ... |
---|
2971 | // [tablen0, freqrown0, tablen1, freqrown1, ...]] |
---|
2972 | // ifgfreq[numgrp*2] |
---|
2973 | // ifgfreq: [min0_grp0, max0_grp0, min1_grp1, max1_grp1, ...] |
---|
2974 | //os << "IF grouping based on their frequency coverage" << LogIO::POST ; |
---|
2975 | vector< vector<uInt> > ifgrp ; |
---|
2976 | vector<double> ifgfreq ; |
---|
2977 | |
---|
2978 | // parameter for IF grouping |
---|
2979 | // groupmode = OR retrieve all region |
---|
2980 | // AND only retrieve overlaped region |
---|
2981 | //string groupmode = "AND" ; |
---|
2982 | string groupmode = "OR" ; |
---|
2983 | uInt sizecr = 0 ; |
---|
2984 | if ( groupmode == "AND" ) |
---|
2985 | sizecr = 2 ; |
---|
2986 | else if ( groupmode == "OR" ) |
---|
2987 | sizecr = 0 ; |
---|
2988 | |
---|
2989 | vector<double> sortedfreq ; |
---|
2990 | for ( uInt i = 0 ; i < iffreq.size() ; i++ ) { |
---|
2991 | for ( uInt j = 0 ; j < iffreq[i].size() ; j++ ) { |
---|
2992 | if ( count( sortedfreq.begin(), sortedfreq.end(), iffreq[i][j] ) == 0 ) |
---|
2993 | sortedfreq.push_back( iffreq[i][j] ) ; |
---|
2994 | } |
---|
2995 | } |
---|
2996 | sort( sortedfreq.begin(), sortedfreq.end() ) ; |
---|
2997 | for ( vector<double>::iterator i = sortedfreq.begin() ; i != sortedfreq.end()-1 ; i++ ) { |
---|
2998 | ifgfreq.push_back( *i ) ; |
---|
2999 | ifgfreq.push_back( *(i+1) ) ; |
---|
3000 | } |
---|
3001 | ifgrp.resize( ifgfreq.size()/2 ) ; |
---|
3002 | for ( uInt itable = 0 ; itable < insize ; itable++ ) { |
---|
3003 | for ( uInt iif = 0 ; iif < freqid[itable].size() ; iif++ ) { |
---|
3004 | double range0 = iffreq[itable][2*iif] ; |
---|
3005 | double range1 = iffreq[itable][2*iif+1] ; |
---|
3006 | for ( uInt j = 0 ; j < ifgrp.size() ; j++ ) { |
---|
3007 | double fmin = max( range0, ifgfreq[2*j] ) ; |
---|
3008 | double fmax = min( range1, ifgfreq[2*j+1] ) ; |
---|
3009 | if ( fmin < fmax ) { |
---|
3010 | ifgrp[j].push_back( itable ) ; |
---|
3011 | ifgrp[j].push_back( freqid[itable][iif] ) ; |
---|
3012 | } |
---|
3013 | } |
---|
3014 | } |
---|
3015 | } |
---|
3016 | vector< vector<uInt> >::iterator fiter = ifgrp.begin() ; |
---|
3017 | vector<double>::iterator giter = ifgfreq.begin() ; |
---|
3018 | while( fiter != ifgrp.end() ) { |
---|
3019 | if ( fiter->size() <= sizecr ) { |
---|
3020 | fiter = ifgrp.erase( fiter ) ; |
---|
3021 | giter = ifgfreq.erase( giter ) ; |
---|
3022 | giter = ifgfreq.erase( giter ) ; |
---|
3023 | } |
---|
3024 | else { |
---|
3025 | fiter++ ; |
---|
3026 | advance( giter, 2 ) ; |
---|
3027 | } |
---|
3028 | } |
---|
3029 | |
---|
3030 | // Grouping continuous IF groups (without frequency gap) |
---|
3031 | // freqgrp: list of IF group indexes in each frequency group |
---|
3032 | // freqrange: list of minimum and maximum frequency in each frequency group |
---|
3033 | // freqgrp[numgrp][nummember] |
---|
3034 | // freqgrp: [[ifgrp00, ifgrp01, ifgrp02, ...], |
---|
3035 | // [ifgrp10, ifgrp11, ifgrp12, ...], |
---|
3036 | // ... |
---|
3037 | // [ifgrpn0, ifgrpn1, ifgrpn2, ...]] |
---|
3038 | // freqrange[numgrp*2] |
---|
3039 | // freqrange: [min_grp0, max_grp0, min_grp1, max_grp1, ...] |
---|
3040 | vector< vector<uInt> > freqgrp ; |
---|
3041 | double freqrange = 0.0 ; |
---|
3042 | uInt grpnum = 0 ; |
---|
3043 | for ( uInt i = 0 ; i < ifgrp.size() ; i++ ) { |
---|
3044 | // Assumed that ifgfreq was sorted |
---|
3045 | if ( grpnum != 0 && freqrange == ifgfreq[2*i] ) { |
---|
3046 | freqgrp[grpnum-1].push_back( i ) ; |
---|
3047 | } |
---|
3048 | else { |
---|
3049 | vector<uInt> grp0( 1, i ) ; |
---|
3050 | freqgrp.push_back( grp0 ) ; |
---|
3051 | grpnum++ ; |
---|
3052 | } |
---|
3053 | freqrange = ifgfreq[2*i+1] ; |
---|
3054 | } |
---|
3055 | |
---|
3056 | |
---|
3057 | // print IF groups |
---|
3058 | ostringstream oss ; |
---|
3059 | oss << "IF Group summary: " << endl ; |
---|
3060 | oss << " GROUP_ID [FREQ_MIN, FREQ_MAX]: (TABLE_ID, FREQ_ID)" << endl ; |
---|
3061 | for ( uInt i = 0 ; i < ifgrp.size() ; i++ ) { |
---|
3062 | oss << " GROUP " << setw( 2 ) << i << " [" << ifgfreq[2*i] << "," << ifgfreq[2*i+1] << "]: " ; |
---|
3063 | for ( uInt j = 0 ; j < ifgrp[i].size()/2 ; j++ ) { |
---|
3064 | oss << "(" << ifgrp[i][2*j] << "," << ifgrp[i][2*j+1] << ") " ; |
---|
3065 | } |
---|
3066 | oss << endl ; |
---|
3067 | } |
---|
3068 | oss << endl ; |
---|
3069 | os << oss.str() << LogIO::POST ; |
---|
3070 | |
---|
3071 | // print frequency group |
---|
3072 | oss.str("") ; |
---|
3073 | oss << "Frequency Group summary: " << endl ; |
---|
3074 | oss << " GROUP_ID [FREQ_MIN, FREQ_MAX]: IF_GROUP_ID" << endl ; |
---|
3075 | for ( uInt i = 0 ; i < freqgrp.size() ; i++ ) { |
---|
3076 | oss << " GROUP " << setw( 2 ) << i << " [" << ifgfreq[2*freqgrp[i][0]] << "," << ifgfreq[2*freqgrp[i][freqgrp[i].size()-1]+1] << "]: " ; |
---|
3077 | for ( uInt j = 0 ; j < freqgrp[i].size() ; j++ ) { |
---|
3078 | oss << freqgrp[i][j] << " " ; |
---|
3079 | } |
---|
3080 | oss << endl ; |
---|
3081 | } |
---|
3082 | oss << endl ; |
---|
3083 | os << oss.str() << LogIO::POST ; |
---|
3084 | |
---|
3085 | // membership check |
---|
3086 | // groups: list of IF group indexes whose frequency range overlaps with |
---|
3087 | // that of each table and IF |
---|
3088 | // groups[numtable][numIF][nummembership] |
---|
3089 | // groups: [[[grp, grp,...], [grp, grp,...],...], |
---|
3090 | // [[grp, grp,...], [grp, grp,...],...], |
---|
3091 | // ... |
---|
3092 | // [[grp, grp,...], [grp, grp,...],...]] |
---|
3093 | vector< vector< vector<uInt> > > groups( insize ) ; |
---|
3094 | for ( uInt i = 0 ; i < insize ; i++ ) { |
---|
3095 | groups[i].resize( freqid[i].size() ) ; |
---|
3096 | } |
---|
3097 | for ( uInt igrp = 0 ; igrp < ifgrp.size() ; igrp++ ) { |
---|
3098 | for ( uInt imem = 0 ; imem < ifgrp[igrp].size()/2 ; imem++ ) { |
---|
3099 | uInt tableid = ifgrp[igrp][2*imem] ; |
---|
3100 | vector<uInt>::iterator iter = find( freqid[tableid].begin(), freqid[tableid].end(), ifgrp[igrp][2*imem+1] ) ; |
---|
3101 | if ( iter != freqid[tableid].end() ) { |
---|
3102 | uInt rowid = distance( freqid[tableid].begin(), iter ) ; |
---|
3103 | groups[tableid][rowid].push_back( igrp ) ; |
---|
3104 | } |
---|
3105 | } |
---|
3106 | } |
---|
3107 | |
---|
3108 | // print membership |
---|
3109 | //oss.str("") ; |
---|
3110 | //for ( uInt i = 0 ; i < insize ; i++ ) { |
---|
3111 | //oss << "Table " << i << endl ; |
---|
3112 | //for ( uInt j = 0 ; j < groups[i].size() ; j++ ) { |
---|
3113 | //oss << " FREQ_ID " << setw( 2 ) << freqid[i][j] << ": " ; |
---|
3114 | //for ( uInt k = 0 ; k < groups[i][j].size() ; k++ ) { |
---|
3115 | //oss << setw( 2 ) << groups[i][j][k] << " " ; |
---|
3116 | //} |
---|
3117 | //oss << endl ; |
---|
3118 | //} |
---|
3119 | //} |
---|
3120 | //os << oss.str() << LogIO::POST ; |
---|
3121 | |
---|
3122 | // set back coordinfo |
---|
3123 | for ( uInt itable = 0 ; itable < insize ; itable++ ) { |
---|
3124 | vector<string> coordinfo = tmpin[itable]->getCoordInfo() ; |
---|
3125 | coordinfo[0] = oldinfo[itable] ; |
---|
3126 | tmpin[itable]->setCoordInfo( coordinfo ) ; |
---|
3127 | } |
---|
3128 | |
---|
3129 | // Create additional table if needed |
---|
3130 | bool oldInsitu = insitu_ ; |
---|
3131 | setInsitu( false ) ; |
---|
3132 | vector< vector<uInt> > addrow( insize ) ; |
---|
3133 | vector<uInt> addtable( insize, 0 ) ; |
---|
3134 | vector<uInt> newtableids( insize ) ; |
---|
3135 | vector<uInt> newifids( insize, 0 ) ; |
---|
3136 | for ( uInt itable = 0 ; itable < insize ; itable++ ) { |
---|
3137 | //os << "Table " << itable << ": " ; |
---|
3138 | for ( uInt ifrow = 0 ; ifrow < groups[itable].size() ; ifrow++ ) { |
---|
3139 | addrow[itable].push_back( groups[itable][ifrow].size()-1 ) ; |
---|
3140 | //os << addrow[itable][ifrow] << " " ; |
---|
3141 | } |
---|
3142 | addtable[itable] = *max_element( addrow[itable].begin(), addrow[itable].end() ) ; |
---|
3143 | //os << "(" << addtable[itable] << ")" << LogIO::POST ; |
---|
3144 | } |
---|
3145 | newin.resize( insize ) ; |
---|
3146 | copy( tmpin.begin(), tmpin.end(), newin.begin() ) ; |
---|
3147 | for ( uInt i = 0 ; i < insize ; i++ ) { |
---|
3148 | newtableids[i] = i ; |
---|
3149 | } |
---|
3150 | for ( uInt itable = 0 ; itable < insize ; itable++ ) { |
---|
3151 | for ( uInt iadd = 0 ; iadd < addtable[itable] ; iadd++ ) { |
---|
3152 | CountedPtr<Scantable> add = getScantable( newin[itable], false ) ; |
---|
3153 | vector<int> freqidlist ; |
---|
3154 | for ( uInt i = 0 ; i < groups[itable].size() ; i++ ) { |
---|
3155 | if ( groups[itable][i].size() > iadd + 1 ) { |
---|
3156 | freqidlist.push_back( freqid[itable][i] ) ; |
---|
3157 | } |
---|
3158 | } |
---|
3159 | stringstream taqlstream ; |
---|
3160 | taqlstream << "SELECT FROM $1 WHERE FREQ_ID IN [" ; |
---|
3161 | for ( uInt i = 0 ; i < freqidlist.size() ; i++ ) { |
---|
3162 | taqlstream << i ; |
---|
3163 | if ( i < freqidlist.size() - 1 ) |
---|
3164 | taqlstream << "," ; |
---|
3165 | else |
---|
3166 | taqlstream << "]" ; |
---|
3167 | } |
---|
3168 | string taql = taqlstream.str() ; |
---|
3169 | //os << "taql = " << taql << LogIO::POST ; |
---|
3170 | STSelector selector = STSelector() ; |
---|
3171 | selector.setTaQL( taql ) ; |
---|
3172 | add->setSelection( selector ) ; |
---|
3173 | newin.push_back( add ) ; |
---|
3174 | newtableids.push_back( itable ) ; |
---|
3175 | newifids.push_back( iadd + 1 ) ; |
---|
3176 | } |
---|
3177 | } |
---|
3178 | |
---|
3179 | // udpate ifgrp |
---|
3180 | for ( uInt itable = 0 ; itable < insize ; itable++ ) { |
---|
3181 | for ( uInt iadd = 0 ; iadd < addtable[itable] ; iadd++ ) { |
---|
3182 | for ( uInt ifrow = 0 ; ifrow < groups[itable].size() ; ifrow++ ) { |
---|
3183 | if ( groups[itable][ifrow].size() > iadd + 1 ) { |
---|
3184 | uInt igrp = groups[itable][ifrow][iadd+1] ; |
---|
3185 | for ( uInt imem = 0 ; imem < ifgrp[igrp].size()/2 ; imem++ ) { |
---|
3186 | if ( ifgrp[igrp][2*imem] == newtableids[iadd+insize] && ifgrp[igrp][2*imem+1] == freqid[newtableids[iadd+insize]][ifrow] ) { |
---|
3187 | ifgrp[igrp][2*imem] = insize + iadd ; |
---|
3188 | } |
---|
3189 | } |
---|
3190 | } |
---|
3191 | } |
---|
3192 | } |
---|
3193 | } |
---|
3194 | |
---|
3195 | // print IF groups again for debug |
---|
3196 | //oss.str( "" ) ; |
---|
3197 | //oss << "IF Group summary: " << endl ; |
---|
3198 | //oss << " GROUP_ID [FREQ_MIN, FREQ_MAX]: (TABLE_ID, FREQ_ID)" << endl ; |
---|
3199 | //for ( uInt i = 0 ; i < ifgrp.size() ; i++ ) { |
---|
3200 | //oss << " GROUP " << setw( 2 ) << i << " [" << ifgfreq[2*i] << "," << ifgfreq[2*i+1] << "]: " ; |
---|
3201 | //for ( uInt j = 0 ; j < ifgrp[i].size()/2 ; j++ ) { |
---|
3202 | //oss << "(" << ifgrp[i][2*j] << "," << ifgrp[i][2*j+1] << ") " ; |
---|
3203 | //} |
---|
3204 | //oss << endl ; |
---|
3205 | //} |
---|
3206 | //oss << endl ; |
---|
3207 | //os << oss.str() << LogIO::POST ; |
---|
3208 | |
---|
3209 | // reset SCANNO and IFNO/FREQ_ID: IF is reset by the result of sortation |
---|
3210 | os << "All scan number is set to 0" << LogIO::POST ; |
---|
3211 | //os << "All IF number is set to IF group index" << LogIO::POST ; |
---|
3212 | insize = newin.size() ; |
---|
3213 | for ( uInt itable = 0 ; itable < insize ; itable++ ) { |
---|
3214 | uInt rows = newin[itable]->nrow() ; |
---|
3215 | Table &tmpt = newin[itable]->table() ; |
---|
3216 | freqIDCol.attach( tmpt, "FREQ_ID" ) ; |
---|
3217 | scannoCol.attach( tmpt, "SCANNO" ) ; |
---|
3218 | ifnoCol.attach( tmpt, "IFNO" ) ; |
---|
3219 | for ( uInt irow=0 ; irow < rows ; irow++ ) { |
---|
3220 | scannoCol.put( irow, 0 ) ; |
---|
3221 | uInt freqID = freqIDCol( irow ) ; |
---|
3222 | vector<uInt>::iterator iter = find( freqid[newtableids[itable]].begin(), freqid[newtableids[itable]].end(), freqID ) ; |
---|
3223 | if ( iter != freqid[newtableids[itable]].end() ) { |
---|
3224 | uInt index = distance( freqid[newtableids[itable]].begin(), iter ) ; |
---|
3225 | ifnoCol.put( irow, groups[newtableids[itable]][index][newifids[itable]] ) ; |
---|
3226 | } |
---|
3227 | else { |
---|
3228 | throw(AipsError("IF grouping was wrong in additional tables.")) ; |
---|
3229 | } |
---|
3230 | } |
---|
3231 | } |
---|
3232 | oldinfo.resize( insize ) ; |
---|
3233 | setInsitu( oldInsitu ) ; |
---|
3234 | |
---|
3235 | // temporarily set coordinfo |
---|
3236 | for ( uInt itable = 0 ; itable < insize ; itable++ ) { |
---|
3237 | vector<string> coordinfo = newin[itable]->getCoordInfo() ; |
---|
3238 | oldinfo[itable] = coordinfo[0] ; |
---|
3239 | coordinfo[0] = "Hz" ; |
---|
3240 | newin[itable]->setCoordInfo( coordinfo ) ; |
---|
3241 | } |
---|
3242 | |
---|
3243 | // save column values in the vector |
---|
3244 | vector< vector<uInt> > freqTableIdVec( insize ) ; |
---|
3245 | vector< vector<uInt> > freqIdVec( insize ) ; |
---|
3246 | vector< vector<uInt> > ifNoVec( insize ) ; |
---|
3247 | for ( uInt itable = 0 ; itable < insize ; itable++ ) { |
---|
3248 | ScalarColumn<uInt> freqIDs ; |
---|
3249 | freqIDs.attach( newin[itable]->frequencies().table(), "ID" ) ; |
---|
3250 | ifnoCol.attach( newin[itable]->table(), "IFNO" ) ; |
---|
3251 | freqIDCol.attach( newin[itable]->table(), "FREQ_ID" ) ; |
---|
3252 | for ( uInt irow = 0 ; irow < newin[itable]->frequencies().table().nrow() ; irow++ ) { |
---|
3253 | freqTableIdVec[itable].push_back( freqIDs( irow ) ) ; |
---|
3254 | } |
---|
3255 | for ( uInt irow = 0 ; irow < newin[itable]->table().nrow() ; irow++ ) { |
---|
3256 | freqIdVec[itable].push_back( freqIDCol( irow ) ) ; |
---|
3257 | ifNoVec[itable].push_back( ifnoCol( irow ) ) ; |
---|
3258 | } |
---|
3259 | } |
---|
3260 | |
---|
3261 | // reset spectra and flagtra: pick up common part of frequency coverage |
---|
3262 | //os << "Pick common frequency range and align resolution" << LogIO::POST ; |
---|
3263 | for ( uInt itable = 0 ; itable < insize ; itable++ ) { |
---|
3264 | uInt rows = newin[itable]->nrow() ; |
---|
3265 | int nminchan = -1 ; |
---|
3266 | int nmaxchan = -1 ; |
---|
3267 | vector<uInt> freqIdUpdate ; |
---|
3268 | for ( uInt irow = 0 ; irow < rows ; irow++ ) { |
---|
3269 | uInt ifno = ifNoVec[itable][irow] ; // IFNO is reset by group index |
---|
3270 | double minfreq = ifgfreq[2*ifno] ; |
---|
3271 | double maxfreq = ifgfreq[2*ifno+1] ; |
---|
3272 | //os << "frequency range: [" << minfreq << "," << maxfreq << "]" << LogIO::POST ; |
---|
3273 | vector<double> abcissa = newin[itable]->getAbcissa( irow ) ; |
---|
3274 | int nchan = abcissa.size() ; |
---|
3275 | double resol = abcissa[1] - abcissa[0] ; |
---|
3276 | //os << "abcissa range : [" << abcissa[0] << "," << abcissa[nchan-1] << "]" << LogIO::POST ; |
---|
3277 | if ( minfreq <= abcissa[0] ) |
---|
3278 | nminchan = 0 ; |
---|
3279 | else { |
---|
3280 | //double cfreq = ( minfreq - abcissa[0] ) / resol ; |
---|
3281 | double cfreq = ( minfreq - abcissa[0] + 0.5 * resol ) / resol ; |
---|
3282 | nminchan = int(cfreq) + ( ( cfreq - int(cfreq) <= 0.5 ) ? 0 : 1 ) ; |
---|
3283 | } |
---|
3284 | if ( maxfreq >= abcissa[abcissa.size()-1] ) |
---|
3285 | nmaxchan = abcissa.size() - 1 ; |
---|
3286 | else { |
---|
3287 | //double cfreq = ( abcissa[abcissa.size()-1] - maxfreq ) / resol ; |
---|
3288 | double cfreq = ( abcissa[abcissa.size()-1] - maxfreq + 0.5 * resol ) / resol ; |
---|
3289 | nmaxchan = abcissa.size() - 1 - int(cfreq) - ( ( cfreq - int(cfreq) >= 0.5 ) ? 1 : 0 ) ; |
---|
3290 | } |
---|
3291 | //os << "channel range (" << irow << "): [" << nminchan << "," << nmaxchan << "]" << LogIO::POST ; |
---|
3292 | if ( nmaxchan > nminchan ) { |
---|
3293 | newin[itable]->reshapeSpectrum( nminchan, nmaxchan, irow ) ; |
---|
3294 | int newchan = nmaxchan - nminchan + 1 ; |
---|
3295 | if ( count( freqIdUpdate.begin(), freqIdUpdate.end(), freqIdVec[itable][irow] ) == 0 && newchan < nchan ) |
---|
3296 | freqIdUpdate.push_back( freqIdVec[itable][irow] ) ; |
---|
3297 | } |
---|
3298 | else { |
---|
3299 | throw(AipsError("Failed to pick up common part of frequency range.")) ; |
---|
3300 | } |
---|
3301 | } |
---|
3302 | for ( uInt i = 0 ; i < freqIdUpdate.size() ; i++ ) { |
---|
3303 | uInt freqId = freqIdUpdate[i] ; |
---|
3304 | Double refpix ; |
---|
3305 | Double refval ; |
---|
3306 | Double increment ; |
---|
3307 | |
---|
3308 | // update row |
---|
3309 | newin[itable]->frequencies().getEntry( refpix, refval, increment, freqId ) ; |
---|
3310 | refval = refval - ( refpix - nminchan ) * increment ; |
---|
3311 | refpix = 0 ; |
---|
3312 | newin[itable]->frequencies().setEntry( refpix, refval, increment, freqId ) ; |
---|
3313 | } |
---|
3314 | } |
---|
3315 | |
---|
3316 | |
---|
3317 | // reset spectra and flagtra: align spectral resolution |
---|
3318 | //os << "Align spectral resolution" << LogIO::POST ; |
---|
3319 | // gmaxdnu: the coarsest frequency resolution in the frequency group |
---|
3320 | // gmemid: member index that have a resolution equal to gmaxdnu |
---|
3321 | // gmaxdnu[numfreqgrp] |
---|
3322 | // gmaxdnu: [dnu0, dnu1, ...] |
---|
3323 | // gmemid[numfreqgrp] |
---|
3324 | // gmemid: [id0, id1, ...] |
---|
3325 | vector<double> gmaxdnu( freqgrp.size(), 0.0 ) ; |
---|
3326 | vector<uInt> gmemid( freqgrp.size(), 0 ) ; |
---|
3327 | for ( uInt igrp = 0 ; igrp < ifgrp.size() ; igrp++ ) { |
---|
3328 | double maxdnu = 0.0 ; // maximum (coarsest) frequency resolution |
---|
3329 | int minchan = INT_MAX ; // minimum channel number |
---|
3330 | Double refpixref = -1 ; // reference of 'reference pixel' |
---|
3331 | Double refvalref = -1 ; // reference of 'reference frequency' |
---|
3332 | Double refinc = -1 ; // reference frequency resolution |
---|
3333 | uInt refreqid ; |
---|
3334 | uInt reftable = INT_MAX; |
---|
3335 | // process only if group member > 1 |
---|
3336 | if ( ifgrp[igrp].size() > 2 ) { |
---|
3337 | // find minchan and maxdnu in each group |
---|
3338 | for ( uInt imem = 0 ; imem < ifgrp[igrp].size()/2 ; imem++ ) { |
---|
3339 | uInt tableid = ifgrp[igrp][2*imem] ; |
---|
3340 | uInt rowid = ifgrp[igrp][2*imem+1] ; |
---|
3341 | vector<uInt>::iterator iter = find( freqIdVec[tableid].begin(), freqIdVec[tableid].end(), rowid ) ; |
---|
3342 | if ( iter != freqIdVec[tableid].end() ) { |
---|
3343 | uInt index = distance( freqIdVec[tableid].begin(), iter ) ; |
---|
3344 | vector<double> abcissa = newin[tableid]->getAbcissa( index ) ; |
---|
3345 | int nchan = abcissa.size() ; |
---|
3346 | double dnu = abcissa[1] - abcissa[0] ; |
---|
3347 | //os << "GROUP " << igrp << " (" << tableid << "," << rowid << "): nchan = " << nchan << " (minchan = " << minchan << ")" << LogIO::POST ; |
---|
3348 | if ( nchan < minchan ) { |
---|
3349 | minchan = nchan ; |
---|
3350 | maxdnu = dnu ; |
---|
3351 | newin[tableid]->frequencies().getEntry( refpixref, refvalref, refinc, rowid ) ; |
---|
3352 | refreqid = rowid ; |
---|
3353 | reftable = tableid ; |
---|
3354 | } |
---|
3355 | } |
---|
3356 | } |
---|
3357 | // regrid spectra in each group |
---|
3358 | os << "GROUP " << igrp << endl ; |
---|
3359 | os << " Channel number is adjusted to " << minchan << endl ; |
---|
3360 | os << " Corresponding frequency resolution is " << maxdnu << "Hz" << LogIO::POST ; |
---|
3361 | for ( uInt imem = 0 ; imem < ifgrp[igrp].size()/2 ; imem++ ) { |
---|
3362 | uInt tableid = ifgrp[igrp][2*imem] ; |
---|
3363 | uInt rowid = ifgrp[igrp][2*imem+1] ; |
---|
3364 | freqIDCol.attach( newin[tableid]->table(), "FREQ_ID" ) ; |
---|
3365 | //os << "tableid = " << tableid << " rowid = " << rowid << ": " << LogIO::POST ; |
---|
3366 | //os << " regridChannel applied to " ; |
---|
3367 | if ( tableid != reftable ) |
---|
3368 | refreqid = newin[tableid]->frequencies().addEntry( refpixref, refvalref, refinc ) ; |
---|
3369 | for ( uInt irow = 0 ; irow < newin[tableid]->table().nrow() ; irow++ ) { |
---|
3370 | uInt tfreqid = freqIdVec[tableid][irow] ; |
---|
3371 | if ( tfreqid == rowid ) { |
---|
3372 | //os << irow << " " ; |
---|
3373 | newin[tableid]->regridChannel( minchan, maxdnu, irow ) ; |
---|
3374 | freqIDCol.put( irow, refreqid ) ; |
---|
3375 | freqIdVec[tableid][irow] = refreqid ; |
---|
3376 | } |
---|
3377 | } |
---|
3378 | //os << LogIO::POST ; |
---|
3379 | } |
---|
3380 | } |
---|
3381 | else { |
---|
3382 | uInt tableid = ifgrp[igrp][0] ; |
---|
3383 | uInt rowid = ifgrp[igrp][1] ; |
---|
3384 | vector<uInt>::iterator iter = find( freqIdVec[tableid].begin(), freqIdVec[tableid].end(), rowid ) ; |
---|
3385 | if ( iter != freqIdVec[tableid].end() ) { |
---|
3386 | uInt index = distance( freqIdVec[tableid].begin(), iter ) ; |
---|
3387 | vector<double> abcissa = newin[tableid]->getAbcissa( index ) ; |
---|
3388 | minchan = abcissa.size() ; |
---|
3389 | maxdnu = abcissa[1] - abcissa[0] ; |
---|
3390 | } |
---|
3391 | } |
---|
3392 | for ( uInt i = 0 ; i < freqgrp.size() ; i++ ) { |
---|
3393 | if ( count( freqgrp[i].begin(), freqgrp[i].end(), igrp ) > 0 ) { |
---|
3394 | if ( maxdnu > gmaxdnu[i] ) { |
---|
3395 | gmaxdnu[i] = maxdnu ; |
---|
3396 | gmemid[i] = igrp ; |
---|
3397 | } |
---|
3398 | break ; |
---|
3399 | } |
---|
3400 | } |
---|
3401 | } |
---|
3402 | |
---|
3403 | // set back coordinfo |
---|
3404 | for ( uInt itable = 0 ; itable < insize ; itable++ ) { |
---|
3405 | vector<string> coordinfo = newin[itable]->getCoordInfo() ; |
---|
3406 | coordinfo[0] = oldinfo[itable] ; |
---|
3407 | newin[itable]->setCoordInfo( coordinfo ) ; |
---|
3408 | } |
---|
3409 | |
---|
3410 | // accumulate all rows into the first table |
---|
3411 | // NOTE: assumed in.size() = 1 |
---|
3412 | vector< CountedPtr<Scantable> > tmp( 1 ) ; |
---|
3413 | if ( newin.size() == 1 ) |
---|
3414 | tmp[0] = newin[0] ; |
---|
3415 | else |
---|
3416 | tmp[0] = merge( newin ) ; |
---|
3417 | |
---|
3418 | //return tmp[0] ; |
---|
3419 | |
---|
3420 | // average |
---|
3421 | CountedPtr<Scantable> tmpout = average( tmp, mask, weight, avmode ) ; |
---|
3422 | |
---|
3423 | //return tmpout ; |
---|
3424 | |
---|
3425 | // combine frequency group |
---|
3426 | os << "Combine spectra based on frequency grouping" << LogIO::POST ; |
---|
3427 | os << "IFNO is renumbered as frequency group ID (see above)" << LogIO::POST ; |
---|
3428 | vector<string> coordinfo = tmpout->getCoordInfo() ; |
---|
3429 | oldinfo[0] = coordinfo[0] ; |
---|
3430 | coordinfo[0] = "Hz" ; |
---|
3431 | tmpout->setCoordInfo( coordinfo ) ; |
---|
3432 | // create proformas of output table |
---|
3433 | stringstream taqlstream ; |
---|
3434 | taqlstream << "SELECT FROM $1 WHERE IFNO IN [" ; |
---|
3435 | for ( uInt i = 0 ; i < gmemid.size() ; i++ ) { |
---|
3436 | taqlstream << gmemid[i] ; |
---|
3437 | if ( i < gmemid.size() - 1 ) |
---|
3438 | taqlstream << "," ; |
---|
3439 | else |
---|
3440 | taqlstream << "]" ; |
---|
3441 | } |
---|
3442 | string taql = taqlstream.str() ; |
---|
3443 | //os << "taql = " << taql << LogIO::POST ; |
---|
3444 | STSelector selector = STSelector() ; |
---|
3445 | selector.setTaQL( taql ) ; |
---|
3446 | oldInsitu = insitu_ ; |
---|
3447 | setInsitu( false ) ; |
---|
3448 | out = getScantable( tmpout, false ) ; |
---|
3449 | setInsitu( oldInsitu ) ; |
---|
3450 | out->setSelection( selector ) ; |
---|
3451 | // regrid rows |
---|
3452 | ifnoCol.attach( tmpout->table(), "IFNO" ) ; |
---|
3453 | for ( uInt irow = 0 ; irow < tmpout->table().nrow() ; irow++ ) { |
---|
3454 | uInt ifno = ifnoCol( irow ) ; |
---|
3455 | for ( uInt igrp = 0 ; igrp < freqgrp.size() ; igrp++ ) { |
---|
3456 | if ( count( freqgrp[igrp].begin(), freqgrp[igrp].end(), ifno ) > 0 ) { |
---|
3457 | vector<double> abcissa = tmpout->getAbcissa( irow ) ; |
---|
3458 | double bw = ( abcissa[1] - abcissa[0] ) * abcissa.size() ; |
---|
3459 | int nchan = (int)( bw / gmaxdnu[igrp] ) ; |
---|
3460 | tmpout->regridChannel( nchan, gmaxdnu[igrp], irow ) ; |
---|
3461 | break ; |
---|
3462 | } |
---|
3463 | } |
---|
3464 | } |
---|
3465 | // combine spectra |
---|
3466 | ArrayColumn<Float> specColOut ; |
---|
3467 | specColOut.attach( out->table(), "SPECTRA" ) ; |
---|
3468 | ArrayColumn<uChar> flagColOut ; |
---|
3469 | flagColOut.attach( out->table(), "FLAGTRA" ) ; |
---|
3470 | ScalarColumn<uInt> ifnoColOut ; |
---|
3471 | ifnoColOut.attach( out->table(), "IFNO" ) ; |
---|
3472 | ScalarColumn<uInt> polnoColOut ; |
---|
3473 | polnoColOut.attach( out->table(), "POLNO" ) ; |
---|
3474 | ScalarColumn<uInt> freqidColOut ; |
---|
3475 | freqidColOut.attach( out->table(), "FREQ_ID" ) ; |
---|
3476 | MDirection::ScalarColumn dirColOut ; |
---|
3477 | dirColOut.attach( out->table(), "DIRECTION" ) ; |
---|
3478 | Table &tab = tmpout->table() ; |
---|
3479 | Block<String> cols(1); |
---|
3480 | cols[0] = String("POLNO") ; |
---|
3481 | TableIterator iter( tab, cols ) ; |
---|
3482 | bool done = false ; |
---|
3483 | vector< vector<uInt> > sizes( freqgrp.size() ) ; |
---|
3484 | while( !iter.pastEnd() ) { |
---|
3485 | vector< vector<Float> > specout( freqgrp.size() ) ; |
---|
3486 | vector< vector<uChar> > flagout( freqgrp.size() ) ; |
---|
3487 | ArrayColumn<Float> specCols ; |
---|
3488 | specCols.attach( iter.table(), "SPECTRA" ) ; |
---|
3489 | ArrayColumn<uChar> flagCols ; |
---|
3490 | flagCols.attach( iter.table(), "FLAGTRA" ) ; |
---|
3491 | ifnoCol.attach( iter.table(), "IFNO" ) ; |
---|
3492 | ScalarColumn<uInt> polnos ; |
---|
3493 | polnos.attach( iter.table(), "POLNO" ) ; |
---|
3494 | MDirection::ScalarColumn dircol ; |
---|
3495 | dircol.attach( iter.table(), "DIRECTION" ) ; |
---|
3496 | uInt polno = polnos( 0 ) ; |
---|
3497 | //os << "POLNO iteration: " << polno << LogIO::POST ; |
---|
3498 | // for ( uInt igrp = 0 ; igrp < freqgrp.size() ; igrp++ ) { |
---|
3499 | // sizes[igrp].resize( freqgrp[igrp].size() ) ; |
---|
3500 | // for ( uInt imem = 0 ; imem < freqgrp[igrp].size() ; imem++ ) { |
---|
3501 | // for ( uInt irow = 0 ; irow < iter.table().nrow() ; irow++ ) { |
---|
3502 | // uInt ifno = ifnoCol( irow ) ; |
---|
3503 | // if ( ifno == freqgrp[igrp][imem] ) { |
---|
3504 | // Vector<Float> spec = specCols( irow ) ; |
---|
3505 | // Vector<uChar> flag = flagCols( irow ) ; |
---|
3506 | // vector<Float> svec ; |
---|
3507 | // spec.tovector( svec ) ; |
---|
3508 | // vector<uChar> fvec ; |
---|
3509 | // flag.tovector( fvec ) ; |
---|
3510 | // //os << "spec.size() = " << svec.size() << " fvec.size() = " << fvec.size() << LogIO::POST ; |
---|
3511 | // specout[igrp].insert( specout[igrp].end(), svec.begin(), svec.end() ) ; |
---|
3512 | // flagout[igrp].insert( flagout[igrp].end(), fvec.begin(), fvec.end() ) ; |
---|
3513 | // //os << "specout[" << igrp << "].size() = " << specout[igrp].size() << LogIO::POST ; |
---|
3514 | // sizes[igrp][imem] = spec.nelements() ; |
---|
3515 | // } |
---|
3516 | // } |
---|
3517 | // } |
---|
3518 | // for ( uInt irow = 0 ; irow < out->table().nrow() ; irow++ ) { |
---|
3519 | // uInt ifout = ifnoColOut( irow ) ; |
---|
3520 | // uInt polout = polnoColOut( irow ) ; |
---|
3521 | // if ( ifout == gmemid[igrp] && polout == polno ) { |
---|
3522 | // // set SPECTRA and FRAGTRA |
---|
3523 | // Vector<Float> newspec( specout[igrp] ) ; |
---|
3524 | // Vector<uChar> newflag( flagout[igrp] ) ; |
---|
3525 | // specColOut.put( irow, newspec ) ; |
---|
3526 | // flagColOut.put( irow, newflag ) ; |
---|
3527 | // // IFNO renumbering |
---|
3528 | // ifnoColOut.put( irow, igrp ) ; |
---|
3529 | // } |
---|
3530 | // } |
---|
3531 | // } |
---|
3532 | // get a list of number of channels for each frequency group member |
---|
3533 | if ( !done ) { |
---|
3534 | for ( uInt igrp = 0 ; igrp < freqgrp.size() ; igrp++ ) { |
---|
3535 | sizes[igrp].resize( freqgrp[igrp].size() ) ; |
---|
3536 | for ( uInt imem = 0 ; imem < freqgrp[igrp].size() ; imem++ ) { |
---|
3537 | for ( uInt irow = 0 ; irow < iter.table().nrow() ; irow++ ) { |
---|
3538 | uInt ifno = ifnoCol( irow ) ; |
---|
3539 | if ( ifno == freqgrp[igrp][imem] ) { |
---|
3540 | Vector<Float> spec = specCols( irow ) ; |
---|
3541 | sizes[igrp][imem] = spec.nelements() ; |
---|
3542 | break ; |
---|
3543 | } |
---|
3544 | } |
---|
3545 | } |
---|
3546 | } |
---|
3547 | done = true ; |
---|
3548 | } |
---|
3549 | // combine spectra |
---|
3550 | for ( uInt irow = 0 ; irow < out->table().nrow() ; irow++ ) { |
---|
3551 | uInt polout = polnoColOut( irow ) ; |
---|
3552 | if ( polout == polno ) { |
---|
3553 | uInt ifout = ifnoColOut( irow ) ; |
---|
3554 | Vector<Double> direction = dirColOut(irow).getAngle(Unit(String("rad"))).getValue() ; |
---|
3555 | uInt igrp ; |
---|
3556 | for ( uInt jgrp = 0 ; jgrp < freqgrp.size() ; jgrp++ ) { |
---|
3557 | if ( ifout == gmemid[jgrp] ) { |
---|
3558 | igrp = jgrp ; |
---|
3559 | break ; |
---|
3560 | } |
---|
3561 | } |
---|
3562 | for ( uInt imem = 0 ; imem < freqgrp[igrp].size() ; imem++ ) { |
---|
3563 | for ( uInt jrow = 0 ; jrow < iter.table().nrow() ; jrow++ ) { |
---|
3564 | uInt ifno = ifnoCol( jrow ) ; |
---|
3565 | Vector<Double> tdir = dircol(jrow).getAngle(Unit(String("rad"))).getValue() ; |
---|
3566 | //if ( ifno == freqgrp[igrp][imem] && allTrue( tdir == direction ) ) { |
---|
3567 | Double dx = tdir[0] - direction[0] ; |
---|
3568 | Double dy = tdir[1] - direction[1] ; |
---|
3569 | Double dd = sqrt( dx * dx + dy * dy ) ; |
---|
3570 | //if ( ifno == freqgrp[igrp][imem] && allNearAbs( tdir, direction, tol ) ) { |
---|
3571 | if ( ifno == freqgrp[igrp][imem] && dd <= tol ) { |
---|
3572 | Vector<Float> spec = specCols( jrow ) ; |
---|
3573 | Vector<uChar> flag = flagCols( jrow ) ; |
---|
3574 | vector<Float> svec ; |
---|
3575 | spec.tovector( svec ) ; |
---|
3576 | vector<uChar> fvec ; |
---|
3577 | flag.tovector( fvec ) ; |
---|
3578 | //os << "spec.size() = " << svec.size() << " fvec.size() = " << fvec.size() << LogIO::POST ; |
---|
3579 | specout[igrp].insert( specout[igrp].end(), svec.begin(), svec.end() ) ; |
---|
3580 | flagout[igrp].insert( flagout[igrp].end(), fvec.begin(), fvec.end() ) ; |
---|
3581 | //os << "specout[" << igrp << "].size() = " << specout[igrp].size() << LogIO::POST ; |
---|
3582 | } |
---|
3583 | } |
---|
3584 | } |
---|
3585 | // set SPECTRA and FRAGTRA |
---|
3586 | Vector<Float> newspec( specout[igrp] ) ; |
---|
3587 | Vector<uChar> newflag( flagout[igrp] ) ; |
---|
3588 | specColOut.put( irow, newspec ) ; |
---|
3589 | flagColOut.put( irow, newflag ) ; |
---|
3590 | // IFNO renumbering |
---|
3591 | ifnoColOut.put( irow, igrp ) ; |
---|
3592 | } |
---|
3593 | } |
---|
3594 | iter++ ; |
---|
3595 | } |
---|
3596 | // update FREQUENCIES subtable |
---|
3597 | vector<bool> updated( freqgrp.size(), false ) ; |
---|
3598 | for ( uInt igrp = 0 ; igrp < freqgrp.size() ; igrp++ ) { |
---|
3599 | uInt index = 0 ; |
---|
3600 | uInt pixShift = 0 ; |
---|
3601 | while ( freqgrp[igrp][index] != gmemid[igrp] ) { |
---|
3602 | pixShift += sizes[igrp][index++] ; |
---|
3603 | } |
---|
3604 | for ( uInt irow = 0 ; irow < out->table().nrow() ; irow++ ) { |
---|
3605 | if ( ifnoColOut( irow ) == gmemid[igrp] && !updated[igrp] ) { |
---|
3606 | uInt freqidOut = freqidColOut( irow ) ; |
---|
3607 | //os << "freqgrp " << igrp << " freqidOut = " << freqidOut << LogIO::POST ; |
---|
3608 | double refpix ; |
---|
3609 | double refval ; |
---|
3610 | double increm ; |
---|
3611 | out->frequencies().getEntry( refpix, refval, increm, freqidOut ) ; |
---|
3612 | refpix += pixShift ; |
---|
3613 | out->frequencies().setEntry( refpix, refval, increm, freqidOut ) ; |
---|
3614 | updated[igrp] = true ; |
---|
3615 | } |
---|
3616 | } |
---|
3617 | } |
---|
3618 | |
---|
3619 | //out = tmpout ; |
---|
3620 | |
---|
3621 | coordinfo = tmpout->getCoordInfo() ; |
---|
3622 | coordinfo[0] = oldinfo[0] ; |
---|
3623 | tmpout->setCoordInfo( coordinfo ) ; |
---|
3624 | } |
---|
3625 | else { |
---|
3626 | // simple average |
---|
3627 | out = average( in, mask, weight, avmode ) ; |
---|
3628 | } |
---|
3629 | |
---|
3630 | return out ; |
---|
3631 | } |
---|
3632 | |
---|
3633 | CountedPtr<Scantable> STMath::cwcal( const CountedPtr<Scantable>& s, |
---|
3634 | const String calmode, |
---|
3635 | const String antname ) |
---|
3636 | { |
---|
3637 | // frequency switch |
---|
3638 | if ( calmode == "fs" ) { |
---|
3639 | return cwcalfs( s, antname ) ; |
---|
3640 | } |
---|
3641 | else { |
---|
3642 | vector<bool> masks = s->getMask( 0 ) ; |
---|
3643 | vector<int> types ; |
---|
3644 | |
---|
3645 | // sky scan |
---|
3646 | STSelector sel = STSelector() ; |
---|
3647 | types.push_back( SrcType::SKY ) ; |
---|
3648 | sel.setTypes( types ) ; |
---|
3649 | s->setSelection( sel ) ; |
---|
3650 | vector< CountedPtr<Scantable> > tmp( 1, getScantable( s, false ) ) ; |
---|
3651 | CountedPtr<Scantable> asky = average( tmp, masks, "TINT", "SCAN" ) ; |
---|
3652 | s->unsetSelection() ; |
---|
3653 | sel.reset() ; |
---|
3654 | types.clear() ; |
---|
3655 | |
---|
3656 | // hot scan |
---|
3657 | types.push_back( SrcType::HOT ) ; |
---|
3658 | sel.setTypes( types ) ; |
---|
3659 | s->setSelection( sel ) ; |
---|
3660 | tmp.clear() ; |
---|
3661 | tmp.push_back( getScantable( s, false ) ) ; |
---|
3662 | CountedPtr<Scantable> ahot = average( tmp, masks, "TINT", "SCAN" ) ; |
---|
3663 | s->unsetSelection() ; |
---|
3664 | sel.reset() ; |
---|
3665 | types.clear() ; |
---|
3666 | |
---|
3667 | // cold scan |
---|
3668 | CountedPtr<Scantable> acold ; |
---|
3669 | // types.push_back( SrcType::COLD ) ; |
---|
3670 | // sel.setTypes( types ) ; |
---|
3671 | // s->setSelection( sel ) ; |
---|
3672 | // tmp.clear() ; |
---|
3673 | // tmp.push_back( getScantable( s, false ) ) ; |
---|
3674 | // CountedPtr<Scantable> acold = average( tmp, masks, "TINT", "SCNAN" ) ; |
---|
3675 | // s->unsetSelection() ; |
---|
3676 | // sel.reset() ; |
---|
3677 | // types.clear() ; |
---|
3678 | |
---|
3679 | // off scan |
---|
3680 | types.push_back( SrcType::PSOFF ) ; |
---|
3681 | sel.setTypes( types ) ; |
---|
3682 | s->setSelection( sel ) ; |
---|
3683 | tmp.clear() ; |
---|
3684 | tmp.push_back( getScantable( s, false ) ) ; |
---|
3685 | CountedPtr<Scantable> aoff = average( tmp, masks, "TINT", "SCAN" ) ; |
---|
3686 | s->unsetSelection() ; |
---|
3687 | sel.reset() ; |
---|
3688 | types.clear() ; |
---|
3689 | |
---|
3690 | // on scan |
---|
3691 | bool insitu = insitu_ ; |
---|
3692 | insitu_ = false ; |
---|
3693 | CountedPtr<Scantable> out = getScantable( s, true ) ; |
---|
3694 | insitu_ = insitu ; |
---|
3695 | types.push_back( SrcType::PSON ) ; |
---|
3696 | sel.setTypes( types ) ; |
---|
3697 | s->setSelection( sel ) ; |
---|
3698 | TableCopy::copyRows( out->table(), s->table() ) ; |
---|
3699 | s->unsetSelection() ; |
---|
3700 | sel.reset() ; |
---|
3701 | types.clear() ; |
---|
3702 | |
---|
3703 | // process each on scan |
---|
3704 | ArrayColumn<Float> tsysCol ; |
---|
3705 | tsysCol.attach( out->table(), "TSYS" ) ; |
---|
3706 | for ( int i = 0 ; i < out->nrow() ; i++ ) { |
---|
3707 | vector<float> sp = getCalibratedSpectra( out, aoff, asky, ahot, acold, i, antname ) ; |
---|
3708 | out->setSpectrum( sp, i ) ; |
---|
3709 | string reftime = out->getTime( i ) ; |
---|
3710 | vector<int> ii( 1, out->getIF( i ) ) ; |
---|
3711 | vector<int> ib( 1, out->getBeam( i ) ) ; |
---|
3712 | vector<int> ip( 1, out->getPol( i ) ) ; |
---|
3713 | sel.setIFs( ii ) ; |
---|
3714 | sel.setBeams( ib ) ; |
---|
3715 | sel.setPolarizations( ip ) ; |
---|
3716 | asky->setSelection( sel ) ; |
---|
3717 | vector<float> sptsys = getTsysFromTime( reftime, asky, "linear" ) ; |
---|
3718 | const Vector<Float> Vtsys( sptsys ) ; |
---|
3719 | tsysCol.put( i, Vtsys ) ; |
---|
3720 | asky->unsetSelection() ; |
---|
3721 | sel.reset() ; |
---|
3722 | } |
---|
3723 | |
---|
3724 | // flux unit |
---|
3725 | out->setFluxUnit( "K" ) ; |
---|
3726 | |
---|
3727 | return out ; |
---|
3728 | } |
---|
3729 | } |
---|
3730 | |
---|
3731 | CountedPtr<Scantable> STMath::almacal( const CountedPtr<Scantable>& s, |
---|
3732 | const String calmode ) |
---|
3733 | { |
---|
3734 | // frequency switch |
---|
3735 | if ( calmode == "fs" ) { |
---|
3736 | return almacalfs( s ) ; |
---|
3737 | } |
---|
3738 | else { |
---|
3739 | vector<bool> masks = s->getMask( 0 ) ; |
---|
3740 | |
---|
3741 | // off scan |
---|
3742 | STSelector sel = STSelector() ; |
---|
3743 | vector<int> types ; |
---|
3744 | types.push_back( SrcType::PSOFF ) ; |
---|
3745 | sel.setTypes( types ) ; |
---|
3746 | s->setSelection( sel ) ; |
---|
3747 | // TODO 2010/01/08 TN |
---|
3748 | // Grouping by time should be needed before averaging. |
---|
3749 | // Each group must have own unique SCANNO (should be renumbered). |
---|
3750 | // See PIPELINE/SDCalibration.py |
---|
3751 | CountedPtr<Scantable> soff = getScantable( s, false ) ; |
---|
3752 | Table ttab = soff->table() ; |
---|
3753 | ROScalarColumn<Double> timeCol( ttab, "TIME" ) ; |
---|
3754 | uInt nrow = timeCol.nrow() ; |
---|
3755 | Vector<Double> timeSep( nrow - 1 ) ; |
---|
3756 | for ( uInt i = 0 ; i < nrow - 1 ; i++ ) { |
---|
3757 | timeSep[i] = timeCol(i+1) - timeCol(i) ; |
---|
3758 | } |
---|
3759 | ScalarColumn<Double> intervalCol( ttab, "INTERVAL" ) ; |
---|
3760 | Vector<Double> interval = intervalCol.getColumn() ; |
---|
3761 | interval /= 86400.0 ; |
---|
3762 | ScalarColumn<uInt> scanCol( ttab, "SCANNO" ) ; |
---|
3763 | vector<uInt> glist ; |
---|
3764 | for ( uInt i = 0 ; i < nrow - 1 ; i++ ) { |
---|
3765 | double gap = 2.0 * timeSep[i] / ( interval[i] + interval[i+1] ) ; |
---|
3766 | //cout << "gap[" << i << "]=" << setw(5) << gap << endl ; |
---|
3767 | if ( gap > 1.1 ) { |
---|
3768 | glist.push_back( i ) ; |
---|
3769 | } |
---|
3770 | } |
---|
3771 | Vector<uInt> gaplist( glist ) ; |
---|
3772 | //cout << "gaplist = " << gaplist << endl ; |
---|
3773 | uInt newid = 0 ; |
---|
3774 | for ( uInt i = 0 ; i < nrow ; i++ ) { |
---|
3775 | scanCol.put( i, newid ) ; |
---|
3776 | if ( i == gaplist[newid] ) { |
---|
3777 | newid++ ; |
---|
3778 | } |
---|
3779 | } |
---|
3780 | //cout << "new scancol = " << scanCol.getColumn() << endl ; |
---|
3781 | vector< CountedPtr<Scantable> > tmp( 1, soff ) ; |
---|
3782 | CountedPtr<Scantable> aoff = average( tmp, masks, "TINT", "SCAN" ) ; |
---|
3783 | //cout << "aoff.nrow = " << aoff->nrow() << endl ; |
---|
3784 | s->unsetSelection() ; |
---|
3785 | sel.reset() ; |
---|
3786 | types.clear() ; |
---|
3787 | |
---|
3788 | // on scan |
---|
3789 | bool insitu = insitu_ ; |
---|
3790 | insitu_ = false ; |
---|
3791 | CountedPtr<Scantable> out = getScantable( s, true ) ; |
---|
3792 | insitu_ = insitu ; |
---|
3793 | types.push_back( SrcType::PSON ) ; |
---|
3794 | sel.setTypes( types ) ; |
---|
3795 | s->setSelection( sel ) ; |
---|
3796 | TableCopy::copyRows( out->table(), s->table() ) ; |
---|
3797 | s->unsetSelection() ; |
---|
3798 | sel.reset() ; |
---|
3799 | types.clear() ; |
---|
3800 | |
---|
3801 | // process each on scan |
---|
3802 | ArrayColumn<Float> tsysCol ; |
---|
3803 | tsysCol.attach( out->table(), "TSYS" ) ; |
---|
3804 | for ( int i = 0 ; i < out->nrow() ; i++ ) { |
---|
3805 | vector<float> sp = getCalibratedSpectra( out, aoff, i ) ; |
---|
3806 | out->setSpectrum( sp, i ) ; |
---|
3807 | } |
---|
3808 | |
---|
3809 | // flux unit |
---|
3810 | out->setFluxUnit( "K" ) ; |
---|
3811 | |
---|
3812 | return out ; |
---|
3813 | } |
---|
3814 | } |
---|
3815 | |
---|
3816 | CountedPtr<Scantable> STMath::cwcalfs( const CountedPtr<Scantable>& s, |
---|
3817 | const String antname ) |
---|
3818 | { |
---|
3819 | vector<int> types ; |
---|
3820 | |
---|
3821 | // APEX calibration mode |
---|
3822 | int apexcalmode = 1 ; |
---|
3823 | |
---|
3824 | if ( antname.find( "APEX" ) != string::npos ) { |
---|
3825 | // check if off scan exists or not |
---|
3826 | STSelector sel = STSelector() ; |
---|
3827 | //sel.setName( offstr1 ) ; |
---|
3828 | types.push_back( SrcType::FLOOFF ) ; |
---|
3829 | sel.setTypes( types ) ; |
---|
3830 | try { |
---|
3831 | s->setSelection( sel ) ; |
---|
3832 | } |
---|
3833 | catch ( AipsError &e ) { |
---|
3834 | apexcalmode = 0 ; |
---|
3835 | } |
---|
3836 | sel.reset() ; |
---|
3837 | } |
---|
3838 | s->unsetSelection() ; |
---|
3839 | types.clear() ; |
---|
3840 | |
---|
3841 | vector<bool> masks = s->getMask( 0 ) ; |
---|
3842 | CountedPtr<Scantable> ssig, sref ; |
---|
3843 | CountedPtr<Scantable> out ; |
---|
3844 | |
---|
3845 | if ( antname.find( "APEX" ) != string::npos ) { |
---|
3846 | // APEX calibration |
---|
3847 | // sky scan |
---|
3848 | STSelector sel = STSelector() ; |
---|
3849 | types.push_back( SrcType::FLOSKY ) ; |
---|
3850 | sel.setTypes( types ) ; |
---|
3851 | s->setSelection( sel ) ; |
---|
3852 | vector< CountedPtr<Scantable> > tmp( 1, getScantable( s, false ) ) ; |
---|
3853 | CountedPtr<Scantable> askylo = average( tmp, masks, "TINT", "SCAN" ) ; |
---|
3854 | s->unsetSelection() ; |
---|
3855 | sel.reset() ; |
---|
3856 | types.clear() ; |
---|
3857 | types.push_back( SrcType::FHISKY ) ; |
---|
3858 | sel.setTypes( types ) ; |
---|
3859 | s->setSelection( sel ) ; |
---|
3860 | tmp.clear() ; |
---|
3861 | tmp.push_back( getScantable( s, false ) ) ; |
---|
3862 | CountedPtr<Scantable> askyhi = average( tmp, masks, "TINT", "SCAN" ) ; |
---|
3863 | s->unsetSelection() ; |
---|
3864 | sel.reset() ; |
---|
3865 | types.clear() ; |
---|
3866 | |
---|
3867 | // hot scan |
---|
3868 | types.push_back( SrcType::FLOHOT ) ; |
---|
3869 | sel.setTypes( types ) ; |
---|
3870 | s->setSelection( sel ) ; |
---|
3871 | tmp.clear() ; |
---|
3872 | tmp.push_back( getScantable( s, false ) ) ; |
---|
3873 | CountedPtr<Scantable> ahotlo = average( tmp, masks, "TINT", "SCAN" ) ; |
---|
3874 | s->unsetSelection() ; |
---|
3875 | sel.reset() ; |
---|
3876 | types.clear() ; |
---|
3877 | types.push_back( SrcType::FHIHOT ) ; |
---|
3878 | sel.setTypes( types ) ; |
---|
3879 | s->setSelection( sel ) ; |
---|
3880 | tmp.clear() ; |
---|
3881 | tmp.push_back( getScantable( s, false ) ) ; |
---|
3882 | CountedPtr<Scantable> ahothi = average( tmp, masks, "TINT", "SCAN" ) ; |
---|
3883 | s->unsetSelection() ; |
---|
3884 | sel.reset() ; |
---|
3885 | types.clear() ; |
---|
3886 | |
---|
3887 | // cold scan |
---|
3888 | CountedPtr<Scantable> acoldlo, acoldhi ; |
---|
3889 | // types.push_back( SrcType::FLOCOLD ) ; |
---|
3890 | // sel.setTypes( types ) ; |
---|
3891 | // s->setSelection( sel ) ; |
---|
3892 | // tmp.clear() ; |
---|
3893 | // tmp.push_back( getScantable( s, false ) ) ; |
---|
3894 | // CountedPtr<Scantable> acoldlo = average( tmp, masks, "TINT", "SCAN" ) ; |
---|
3895 | // s->unsetSelection() ; |
---|
3896 | // sel.reset() ; |
---|
3897 | // types.clear() ; |
---|
3898 | // types.push_back( SrcType::FHICOLD ) ; |
---|
3899 | // sel.setTypes( types ) ; |
---|
3900 | // s->setSelection( sel ) ; |
---|
3901 | // tmp.clear() ; |
---|
3902 | // tmp.push_back( getScantable( s, false ) ) ; |
---|
3903 | // CountedPtr<Scantable> acoldhi = average( tmp, masks, "TINT", "SCAN" ) ; |
---|
3904 | // s->unsetSelection() ; |
---|
3905 | // sel.reset() ; |
---|
3906 | // types.clear() ; |
---|
3907 | |
---|
3908 | // ref scan |
---|
3909 | bool insitu = insitu_ ; |
---|
3910 | insitu_ = false ; |
---|
3911 | sref = getScantable( s, true ) ; |
---|
3912 | insitu_ = insitu ; |
---|
3913 | types.push_back( SrcType::FSLO ) ; |
---|
3914 | sel.setTypes( types ) ; |
---|
3915 | s->setSelection( sel ) ; |
---|
3916 | TableCopy::copyRows( sref->table(), s->table() ) ; |
---|
3917 | s->unsetSelection() ; |
---|
3918 | sel.reset() ; |
---|
3919 | types.clear() ; |
---|
3920 | |
---|
3921 | // sig scan |
---|
3922 | insitu_ = false ; |
---|
3923 | ssig = getScantable( s, true ) ; |
---|
3924 | insitu_ = insitu ; |
---|
3925 | types.push_back( SrcType::FSHI ) ; |
---|
3926 | sel.setTypes( types ) ; |
---|
3927 | s->setSelection( sel ) ; |
---|
3928 | TableCopy::copyRows( ssig->table(), s->table() ) ; |
---|
3929 | s->unsetSelection() ; |
---|
3930 | sel.reset() ; |
---|
3931 | types.clear() ; |
---|
3932 | |
---|
3933 | if ( apexcalmode == 0 ) { |
---|
3934 | // APEX fs data without off scan |
---|
3935 | // process each sig and ref scan |
---|
3936 | ArrayColumn<Float> tsysCollo ; |
---|
3937 | tsysCollo.attach( ssig->table(), "TSYS" ) ; |
---|
3938 | ArrayColumn<Float> tsysColhi ; |
---|
3939 | tsysColhi.attach( sref->table(), "TSYS" ) ; |
---|
3940 | for ( int i = 0 ; i < ssig->nrow() ; i++ ) { |
---|
3941 | vector< CountedPtr<Scantable> > sky( 2 ) ; |
---|
3942 | sky[0] = askylo ; |
---|
3943 | sky[1] = askyhi ; |
---|
3944 | vector< CountedPtr<Scantable> > hot( 2 ) ; |
---|
3945 | hot[0] = ahotlo ; |
---|
3946 | hot[1] = ahothi ; |
---|
3947 | vector< CountedPtr<Scantable> > cold( 2 ) ; |
---|
3948 | //cold[0] = acoldlo ; |
---|
3949 | //cold[1] = acoldhi ; |
---|
3950 | vector<float> sp = getFSCalibratedSpectra( ssig, sref, sky, hot, cold, i ) ; |
---|
3951 | ssig->setSpectrum( sp, i ) ; |
---|
3952 | string reftime = ssig->getTime( i ) ; |
---|
3953 | vector<int> ii( 1, ssig->getIF( i ) ) ; |
---|
3954 | vector<int> ib( 1, ssig->getBeam( i ) ) ; |
---|
3955 | vector<int> ip( 1, ssig->getPol( i ) ) ; |
---|
3956 | sel.setIFs( ii ) ; |
---|
3957 | sel.setBeams( ib ) ; |
---|
3958 | sel.setPolarizations( ip ) ; |
---|
3959 | askylo->setSelection( sel ) ; |
---|
3960 | vector<float> sptsys = getTsysFromTime( reftime, askylo, "linear" ) ; |
---|
3961 | const Vector<Float> Vtsyslo( sptsys ) ; |
---|
3962 | tsysCollo.put( i, Vtsyslo ) ; |
---|
3963 | askylo->unsetSelection() ; |
---|
3964 | sel.reset() ; |
---|
3965 | sky[0] = askyhi ; |
---|
3966 | sky[1] = askylo ; |
---|
3967 | hot[0] = ahothi ; |
---|
3968 | hot[1] = ahotlo ; |
---|
3969 | cold[0] = acoldhi ; |
---|
3970 | cold[1] = acoldlo ; |
---|
3971 | sp = getFSCalibratedSpectra( sref, ssig, sky, hot, cold, i ) ; |
---|
3972 | sref->setSpectrum( sp, i ) ; |
---|
3973 | reftime = sref->getTime( i ) ; |
---|
3974 | ii[0] = sref->getIF( i ) ; |
---|
3975 | ib[0] = sref->getBeam( i ) ; |
---|
3976 | ip[0] = sref->getPol( i ) ; |
---|
3977 | sel.setIFs( ii ) ; |
---|
3978 | sel.setBeams( ib ) ; |
---|
3979 | sel.setPolarizations( ip ) ; |
---|
3980 | askyhi->setSelection( sel ) ; |
---|
3981 | sptsys = getTsysFromTime( reftime, askyhi, "linear" ) ; |
---|
3982 | const Vector<Float> Vtsyshi( sptsys ) ; |
---|
3983 | tsysColhi.put( i, Vtsyshi ) ; |
---|
3984 | askyhi->unsetSelection() ; |
---|
3985 | sel.reset() ; |
---|
3986 | } |
---|
3987 | } |
---|
3988 | else if ( apexcalmode == 1 ) { |
---|
3989 | // APEX fs data with off scan |
---|
3990 | // off scan |
---|
3991 | types.push_back( SrcType::FLOOFF ) ; |
---|
3992 | sel.setTypes( types ) ; |
---|
3993 | s->setSelection( sel ) ; |
---|
3994 | tmp.clear() ; |
---|
3995 | tmp.push_back( getScantable( s, false ) ) ; |
---|
3996 | CountedPtr<Scantable> aofflo = average( tmp, masks, "TINT", "SCAN" ) ; |
---|
3997 | s->unsetSelection() ; |
---|
3998 | sel.reset() ; |
---|
3999 | types.clear() ; |
---|
4000 | types.push_back( SrcType::FHIOFF ) ; |
---|
4001 | sel.setTypes( types ) ; |
---|
4002 | s->setSelection( sel ) ; |
---|
4003 | tmp.clear() ; |
---|
4004 | tmp.push_back( getScantable( s, false ) ) ; |
---|
4005 | CountedPtr<Scantable> aoffhi = average( tmp, masks, "TINT", "SCAN" ) ; |
---|
4006 | s->unsetSelection() ; |
---|
4007 | sel.reset() ; |
---|
4008 | types.clear() ; |
---|
4009 | |
---|
4010 | // process each sig and ref scan |
---|
4011 | ArrayColumn<Float> tsysCollo ; |
---|
4012 | tsysCollo.attach( ssig->table(), "TSYS" ) ; |
---|
4013 | ArrayColumn<Float> tsysColhi ; |
---|
4014 | tsysColhi.attach( sref->table(), "TSYS" ) ; |
---|
4015 | for ( int i = 0 ; i < ssig->nrow() ; i++ ) { |
---|
4016 | vector<float> sp = getCalibratedSpectra( ssig, aofflo, askylo, ahotlo, acoldlo, i, antname ) ; |
---|
4017 | ssig->setSpectrum( sp, i ) ; |
---|
4018 | sp = getCalibratedSpectra( sref, aoffhi, askyhi, ahothi, acoldhi, i, antname ) ; |
---|
4019 | string reftime = ssig->getTime( i ) ; |
---|
4020 | vector<int> ii( 1, ssig->getIF( i ) ) ; |
---|
4021 | vector<int> ib( 1, ssig->getBeam( i ) ) ; |
---|
4022 | vector<int> ip( 1, ssig->getPol( i ) ) ; |
---|
4023 | sel.setIFs( ii ) ; |
---|
4024 | sel.setBeams( ib ) ; |
---|
4025 | sel.setPolarizations( ip ) ; |
---|
4026 | askylo->setSelection( sel ) ; |
---|
4027 | vector<float> sptsys = getTsysFromTime( reftime, askylo, "linear" ) ; |
---|
4028 | const Vector<Float> Vtsyslo( sptsys ) ; |
---|
4029 | tsysCollo.put( i, Vtsyslo ) ; |
---|
4030 | askylo->unsetSelection() ; |
---|
4031 | sel.reset() ; |
---|
4032 | sref->setSpectrum( sp, i ) ; |
---|
4033 | reftime = sref->getTime( i ) ; |
---|
4034 | ii[0] = sref->getIF( i ) ; |
---|
4035 | ib[0] = sref->getBeam( i ) ; |
---|
4036 | ip[0] = sref->getPol( i ) ; |
---|
4037 | sel.setIFs( ii ) ; |
---|
4038 | sel.setBeams( ib ) ; |
---|
4039 | sel.setPolarizations( ip ) ; |
---|
4040 | askyhi->setSelection( sel ) ; |
---|
4041 | sptsys = getTsysFromTime( reftime, askyhi, "linear" ) ; |
---|
4042 | const Vector<Float> Vtsyshi( sptsys ) ; |
---|
4043 | tsysColhi.put( i, Vtsyshi ) ; |
---|
4044 | askyhi->unsetSelection() ; |
---|
4045 | sel.reset() ; |
---|
4046 | } |
---|
4047 | } |
---|
4048 | } |
---|
4049 | else { |
---|
4050 | // non-APEX fs data |
---|
4051 | // sky scan |
---|
4052 | STSelector sel = STSelector() ; |
---|
4053 | types.push_back( SrcType::SKY ) ; |
---|
4054 | sel.setTypes( types ) ; |
---|
4055 | s->setSelection( sel ) ; |
---|
4056 | vector< CountedPtr<Scantable> > tmp( 1, getScantable( s, false ) ) ; |
---|
4057 | CountedPtr<Scantable> asky = average( tmp, masks, "TINT", "SCAN" ) ; |
---|
4058 | s->unsetSelection() ; |
---|
4059 | sel.reset() ; |
---|
4060 | types.clear() ; |
---|
4061 | |
---|
4062 | // hot scan |
---|
4063 | types.push_back( SrcType::HOT ) ; |
---|
4064 | sel.setTypes( types ) ; |
---|
4065 | s->setSelection( sel ) ; |
---|
4066 | tmp.clear() ; |
---|
4067 | tmp.push_back( getScantable( s, false ) ) ; |
---|
4068 | CountedPtr<Scantable> ahot = average( tmp, masks, "TINT", "SCAN" ) ; |
---|
4069 | s->unsetSelection() ; |
---|
4070 | sel.reset() ; |
---|
4071 | types.clear() ; |
---|
4072 | |
---|
4073 | // cold scan |
---|
4074 | CountedPtr<Scantable> acold ; |
---|
4075 | // types.push_back( SrcType::COLD ) ; |
---|
4076 | // sel.setTypes( types ) ; |
---|
4077 | // s->setSelection( sel ) ; |
---|
4078 | // tmp.clear() ; |
---|
4079 | // tmp.push_back( getScantable( s, false ) ) ; |
---|
4080 | // CountedPtr<Scantable> acold = average( tmp, masks, "TINT", "SCAN" ) ; |
---|
4081 | // s->unsetSelection() ; |
---|
4082 | // sel.reset() ; |
---|
4083 | // types.clear() ; |
---|
4084 | |
---|
4085 | // ref scan |
---|
4086 | bool insitu = insitu_ ; |
---|
4087 | insitu_ = false ; |
---|
4088 | sref = getScantable( s, true ) ; |
---|
4089 | insitu_ = insitu ; |
---|
4090 | types.push_back( SrcType::FSOFF ) ; |
---|
4091 | sel.setTypes( types ) ; |
---|
4092 | s->setSelection( sel ) ; |
---|
4093 | TableCopy::copyRows( sref->table(), s->table() ) ; |
---|
4094 | s->unsetSelection() ; |
---|
4095 | sel.reset() ; |
---|
4096 | types.clear() ; |
---|
4097 | |
---|
4098 | // sig scan |
---|
4099 | insitu_ = false ; |
---|
4100 | ssig = getScantable( s, true ) ; |
---|
4101 | insitu_ = insitu ; |
---|
4102 | types.push_back( SrcType::FSON ) ; |
---|
4103 | sel.setTypes( types ) ; |
---|
4104 | s->setSelection( sel ) ; |
---|
4105 | TableCopy::copyRows( ssig->table(), s->table() ) ; |
---|
4106 | s->unsetSelection() ; |
---|
4107 | sel.reset() ; |
---|
4108 | types.clear() ; |
---|
4109 | |
---|
4110 | // process each sig and ref scan |
---|
4111 | ArrayColumn<Float> tsysColsig ; |
---|
4112 | tsysColsig.attach( ssig->table(), "TSYS" ) ; |
---|
4113 | ArrayColumn<Float> tsysColref ; |
---|
4114 | tsysColref.attach( ssig->table(), "TSYS" ) ; |
---|
4115 | for ( int i = 0 ; i < ssig->nrow() ; i++ ) { |
---|
4116 | vector<float> sp = getFSCalibratedSpectra( ssig, sref, asky, ahot, acold, i ) ; |
---|
4117 | ssig->setSpectrum( sp, i ) ; |
---|
4118 | string reftime = ssig->getTime( i ) ; |
---|
4119 | vector<int> ii( 1, ssig->getIF( i ) ) ; |
---|
4120 | vector<int> ib( 1, ssig->getBeam( i ) ) ; |
---|
4121 | vector<int> ip( 1, ssig->getPol( i ) ) ; |
---|
4122 | sel.setIFs( ii ) ; |
---|
4123 | sel.setBeams( ib ) ; |
---|
4124 | sel.setPolarizations( ip ) ; |
---|
4125 | asky->setSelection( sel ) ; |
---|
4126 | vector<float> sptsys = getTsysFromTime( reftime, asky, "linear" ) ; |
---|
4127 | const Vector<Float> Vtsys( sptsys ) ; |
---|
4128 | tsysColsig.put( i, Vtsys ) ; |
---|
4129 | asky->unsetSelection() ; |
---|
4130 | sel.reset() ; |
---|
4131 | sp = getFSCalibratedSpectra( sref, ssig, asky, ahot, acold, i ) ; |
---|
4132 | sref->setSpectrum( sp, i ) ; |
---|
4133 | tsysColref.put( i, Vtsys ) ; |
---|
4134 | } |
---|
4135 | } |
---|
4136 | |
---|
4137 | // do folding if necessary |
---|
4138 | Table sigtab = ssig->table() ; |
---|
4139 | Table reftab = sref->table() ; |
---|
4140 | ScalarColumn<uInt> sigifnoCol ; |
---|
4141 | ScalarColumn<uInt> refifnoCol ; |
---|
4142 | ScalarColumn<uInt> sigfidCol ; |
---|
4143 | ScalarColumn<uInt> reffidCol ; |
---|
4144 | Int nchan = (Int)ssig->nchan() ; |
---|
4145 | sigifnoCol.attach( sigtab, "IFNO" ) ; |
---|
4146 | refifnoCol.attach( reftab, "IFNO" ) ; |
---|
4147 | sigfidCol.attach( sigtab, "FREQ_ID" ) ; |
---|
4148 | reffidCol.attach( reftab, "FREQ_ID" ) ; |
---|
4149 | Vector<uInt> sfids( sigfidCol.getColumn() ) ; |
---|
4150 | Vector<uInt> rfids( reffidCol.getColumn() ) ; |
---|
4151 | vector<uInt> sfids_unique ; |
---|
4152 | vector<uInt> rfids_unique ; |
---|
4153 | vector<uInt> sifno_unique ; |
---|
4154 | vector<uInt> rifno_unique ; |
---|
4155 | for ( uInt i = 0 ; i < sfids.nelements() ; i++ ) { |
---|
4156 | if ( count( sfids_unique.begin(), sfids_unique.end(), sfids[i] ) == 0 ) { |
---|
4157 | sfids_unique.push_back( sfids[i] ) ; |
---|
4158 | sifno_unique.push_back( ssig->getIF( i ) ) ; |
---|
4159 | } |
---|
4160 | if ( count( rfids_unique.begin(), rfids_unique.end(), rfids[i] ) == 0 ) { |
---|
4161 | rfids_unique.push_back( rfids[i] ) ; |
---|
4162 | rifno_unique.push_back( sref->getIF( i ) ) ; |
---|
4163 | } |
---|
4164 | } |
---|
4165 | double refpix_sig, refval_sig, increment_sig ; |
---|
4166 | double refpix_ref, refval_ref, increment_ref ; |
---|
4167 | vector< CountedPtr<Scantable> > tmp( sfids_unique.size() ) ; |
---|
4168 | for ( uInt i = 0 ; i < sfids_unique.size() ; i++ ) { |
---|
4169 | ssig->frequencies().getEntry( refpix_sig, refval_sig, increment_sig, sfids_unique[i] ) ; |
---|
4170 | sref->frequencies().getEntry( refpix_ref, refval_ref, increment_ref, rfids_unique[i] ) ; |
---|
4171 | if ( refpix_sig == refpix_ref ) { |
---|
4172 | double foffset = refval_ref - refval_sig ; |
---|
4173 | int choffset = static_cast<int>(foffset/increment_sig) ; |
---|
4174 | double doffset = foffset / increment_sig ; |
---|
4175 | if ( abs(choffset) >= nchan ) { |
---|
4176 | LogIO os( LogOrigin( "STMath", "cwcalfs", WHERE ) ) ; |
---|
4177 | os << "FREQ_ID=[" << sfids_unique[i] << "," << rfids_unique[i] << "]: out-band frequency switching, no folding" << LogIO::POST ; |
---|
4178 | os << "Just return signal data" << LogIO::POST ; |
---|
4179 | //std::vector< CountedPtr<Scantable> > tabs ; |
---|
4180 | //tabs.push_back( ssig ) ; |
---|
4181 | //tabs.push_back( sref ) ; |
---|
4182 | //out = merge( tabs ) ; |
---|
4183 | tmp[i] = ssig ; |
---|
4184 | } |
---|
4185 | else { |
---|
4186 | STSelector sel = STSelector() ; |
---|
4187 | vector<int> v( 1, sifno_unique[i] ) ; |
---|
4188 | sel.setIFs( v ) ; |
---|
4189 | ssig->setSelection( sel ) ; |
---|
4190 | sel.reset() ; |
---|
4191 | v[0] = rifno_unique[i] ; |
---|
4192 | sel.setIFs( v ) ; |
---|
4193 | sref->setSelection( sel ) ; |
---|
4194 | sel.reset() ; |
---|
4195 | if ( antname.find( "APEX" ) != string::npos ) { |
---|
4196 | tmp[i] = dofold( ssig, sref, 0.5*doffset, -0.5*doffset ) ; |
---|
4197 | //tmp[i] = dofold( ssig, sref, doffset ) ; |
---|
4198 | } |
---|
4199 | else { |
---|
4200 | tmp[i] = dofold( ssig, sref, doffset ) ; |
---|
4201 | } |
---|
4202 | ssig->unsetSelection() ; |
---|
4203 | sref->unsetSelection() ; |
---|
4204 | } |
---|
4205 | } |
---|
4206 | } |
---|
4207 | |
---|
4208 | if ( tmp.size() > 1 ) { |
---|
4209 | out = merge( tmp ) ; |
---|
4210 | } |
---|
4211 | else { |
---|
4212 | out = tmp[0] ; |
---|
4213 | } |
---|
4214 | |
---|
4215 | // flux unit |
---|
4216 | out->setFluxUnit( "K" ) ; |
---|
4217 | |
---|
4218 | return out ; |
---|
4219 | } |
---|
4220 | |
---|
4221 | CountedPtr<Scantable> STMath::almacalfs( const CountedPtr<Scantable>& s ) |
---|
4222 | { |
---|
4223 | CountedPtr<Scantable> out ; |
---|
4224 | |
---|
4225 | return out ; |
---|
4226 | } |
---|
4227 | |
---|
4228 | vector<float> STMath::getSpectrumFromTime( string reftime, |
---|
4229 | CountedPtr<Scantable>& s, |
---|
4230 | string mode ) |
---|
4231 | { |
---|
4232 | LogIO os( LogOrigin( "STMath", "getSpectrumFromTime", WHERE ) ) ; |
---|
4233 | vector<float> sp ; |
---|
4234 | |
---|
4235 | if ( s->nrow() == 0 ) { |
---|
4236 | os << LogIO::SEVERE << "No spectra in the input scantable. Return empty spectrum." << LogIO::POST ; |
---|
4237 | return sp ; |
---|
4238 | } |
---|
4239 | else if ( s->nrow() == 1 ) { |
---|
4240 | //os << "use row " << 0 << " (scanno = " << s->getScan( 0 ) << ")" << LogIO::POST ; |
---|
4241 | return s->getSpectrum( 0 ) ; |
---|
4242 | } |
---|
4243 | else { |
---|
4244 | vector<int> idx = getRowIdFromTime( reftime, s ) ; |
---|
4245 | if ( mode == "before" ) { |
---|
4246 | int id = -1 ; |
---|
4247 | if ( idx[0] != -1 ) { |
---|
4248 | id = idx[0] ; |
---|
4249 | } |
---|
4250 | else if ( idx[1] != -1 ) { |
---|
4251 | os << LogIO::WARN << "Failed to find a scan before reftime. return a spectrum just after the reftime." << LogIO::POST ; |
---|
4252 | id = idx[1] ; |
---|
4253 | } |
---|
4254 | //os << "use row " << id << " (scanno = " << s->getScan( id ) << ")" << LogIO::POST ; |
---|
4255 | sp = s->getSpectrum( id ) ; |
---|
4256 | } |
---|
4257 | else if ( mode == "after" ) { |
---|
4258 | int id = -1 ; |
---|
4259 | if ( idx[1] != -1 ) { |
---|
4260 | id = idx[1] ; |
---|
4261 | } |
---|
4262 | else if ( idx[0] != -1 ) { |
---|
4263 | os << LogIO::WARN << "Failed to find a scan after reftime. return a spectrum just before the reftime." << LogIO::POST ; |
---|
4264 | id = idx[1] ; |
---|
4265 | } |
---|
4266 | //os << "use row " << id << " (scanno = " << s->getScan( id ) << ")" << LogIO::POST ; |
---|
4267 | sp = s->getSpectrum( id ) ; |
---|
4268 | } |
---|
4269 | else if ( mode == "nearest" ) { |
---|
4270 | int id = -1 ; |
---|
4271 | if ( idx[0] == -1 ) { |
---|
4272 | id = idx[1] ; |
---|
4273 | } |
---|
4274 | else if ( idx[1] == -1 ) { |
---|
4275 | id = idx[0] ; |
---|
4276 | } |
---|
4277 | else if ( idx[0] == idx[1] ) { |
---|
4278 | id = idx[0] ; |
---|
4279 | } |
---|
4280 | else { |
---|
4281 | double t0 = getMJD( s->getTime( idx[0] ) ) ; |
---|
4282 | double t1 = getMJD( s->getTime( idx[1] ) ) ; |
---|
4283 | double tref = getMJD( reftime ) ; |
---|
4284 | if ( abs( t0 - tref ) > abs( t1 - tref ) ) { |
---|
4285 | id = idx[1] ; |
---|
4286 | } |
---|
4287 | else { |
---|
4288 | id = idx[0] ; |
---|
4289 | } |
---|
4290 | } |
---|
4291 | //os << "use row " << id << " (scanno = " << s->getScan( id ) << ")" << LogIO::POST ; |
---|
4292 | sp = s->getSpectrum( id ) ; |
---|
4293 | } |
---|
4294 | else if ( mode == "linear" ) { |
---|
4295 | if ( idx[0] == -1 ) { |
---|
4296 | // use after |
---|
4297 | os << LogIO::WARN << "Failed to interpolate. return a spectrum just after the reftime." << LogIO::POST ; |
---|
4298 | int id = idx[1] ; |
---|
4299 | //os << "use row " << id << " (scanno = " << s->getScan( id ) << ")" << LogIO::POST ; |
---|
4300 | sp = s->getSpectrum( id ) ; |
---|
4301 | } |
---|
4302 | else if ( idx[1] == -1 ) { |
---|
4303 | // use before |
---|
4304 | os << LogIO::WARN << "Failed to interpolate. return a spectrum just before the reftime." << LogIO::POST ; |
---|
4305 | int id = idx[0] ; |
---|
4306 | //os << "use row " << id << " (scanno = " << s->getScan( id ) << ")" << LogIO::POST ; |
---|
4307 | sp = s->getSpectrum( id ) ; |
---|
4308 | } |
---|
4309 | else if ( idx[0] == idx[1] ) { |
---|
4310 | // use before |
---|
4311 | //os << "No need to interporate." << LogIO::POST ; |
---|
4312 | int id = idx[0] ; |
---|
4313 | //os << "use row " << id << " (scanno = " << s->getScan( id ) << ")" << LogIO::POST ; |
---|
4314 | sp = s->getSpectrum( id ) ; |
---|
4315 | } |
---|
4316 | else { |
---|
4317 | // do interpolation |
---|
4318 | //os << "interpolate between " << idx[0] << " and " << idx[1] << " (scanno: " << s->getScan( idx[0] ) << ", " << s->getScan( idx[1] ) << ")" << LogIO::POST ; |
---|
4319 | double t0 = getMJD( s->getTime( idx[0] ) ) ; |
---|
4320 | double t1 = getMJD( s->getTime( idx[1] ) ) ; |
---|
4321 | double tref = getMJD( reftime ) ; |
---|
4322 | vector<float> sp0 = s->getSpectrum( idx[0] ) ; |
---|
4323 | vector<float> sp1 = s->getSpectrum( idx[1] ) ; |
---|
4324 | for ( unsigned int i = 0 ; i < sp0.size() ; i++ ) { |
---|
4325 | float v = ( sp1[i] - sp0[i] ) / ( t1 - t0 ) * ( tref - t0 ) + sp0[i] ; |
---|
4326 | sp.push_back( v ) ; |
---|
4327 | } |
---|
4328 | } |
---|
4329 | } |
---|
4330 | else { |
---|
4331 | os << LogIO::SEVERE << "Unknown mode" << LogIO::POST ; |
---|
4332 | } |
---|
4333 | return sp ; |
---|
4334 | } |
---|
4335 | } |
---|
4336 | |
---|
4337 | double STMath::getMJD( string strtime ) |
---|
4338 | { |
---|
4339 | if ( strtime.find("/") == string::npos ) { |
---|
4340 | // MJD time string |
---|
4341 | return atof( strtime.c_str() ) ; |
---|
4342 | } |
---|
4343 | else { |
---|
4344 | // string in YYYY/MM/DD/HH:MM:SS format |
---|
4345 | uInt year = atoi( strtime.substr( 0, 4 ).c_str() ) ; |
---|
4346 | uInt month = atoi( strtime.substr( 5, 2 ).c_str() ) ; |
---|
4347 | uInt day = atoi( strtime.substr( 8, 2 ).c_str() ) ; |
---|
4348 | uInt hour = atoi( strtime.substr( 11, 2 ).c_str() ) ; |
---|
4349 | uInt minute = atoi( strtime.substr( 14, 2 ).c_str() ) ; |
---|
4350 | uInt sec = atoi( strtime.substr( 17, 2 ).c_str() ) ; |
---|
4351 | Time t( year, month, day, hour, minute, sec ) ; |
---|
4352 | return t.modifiedJulianDay() ; |
---|
4353 | } |
---|
4354 | } |
---|
4355 | |
---|
4356 | vector<int> STMath::getRowIdFromTime( string reftime, CountedPtr<Scantable> &s ) |
---|
4357 | { |
---|
4358 | double reft = getMJD( reftime ) ; |
---|
4359 | double dtmin = 1.0e100 ; |
---|
4360 | double dtmax = -1.0e100 ; |
---|
4361 | vector<double> dt ; |
---|
4362 | int just_before = -1 ; |
---|
4363 | int just_after = -1 ; |
---|
4364 | for ( int i = 0 ; i < s->nrow() ; i++ ) { |
---|
4365 | dt.push_back( getMJD( s->getTime( i ) ) - reft ) ; |
---|
4366 | } |
---|
4367 | for ( unsigned int i = 0 ; i < dt.size() ; i++ ) { |
---|
4368 | if ( dt[i] > 0.0 ) { |
---|
4369 | // after reftime |
---|
4370 | if ( dt[i] < dtmin ) { |
---|
4371 | just_after = i ; |
---|
4372 | dtmin = dt[i] ; |
---|
4373 | } |
---|
4374 | } |
---|
4375 | else if ( dt[i] < 0.0 ) { |
---|
4376 | // before reftime |
---|
4377 | if ( dt[i] > dtmax ) { |
---|
4378 | just_before = i ; |
---|
4379 | dtmax = dt[i] ; |
---|
4380 | } |
---|
4381 | } |
---|
4382 | else { |
---|
4383 | // just a reftime |
---|
4384 | just_before = i ; |
---|
4385 | just_after = i ; |
---|
4386 | dtmax = 0 ; |
---|
4387 | dtmin = 0 ; |
---|
4388 | break ; |
---|
4389 | } |
---|
4390 | } |
---|
4391 | |
---|
4392 | vector<int> v ; |
---|
4393 | v.push_back( just_before ) ; |
---|
4394 | v.push_back( just_after ) ; |
---|
4395 | |
---|
4396 | return v ; |
---|
4397 | } |
---|
4398 | |
---|
4399 | vector<float> STMath::getTcalFromTime( string reftime, |
---|
4400 | CountedPtr<Scantable>& s, |
---|
4401 | string mode ) |
---|
4402 | { |
---|
4403 | LogIO os( LogOrigin( "STMath", "getTcalFromTime", WHERE ) ) ; |
---|
4404 | vector<float> tcal ; |
---|
4405 | STTcal tcalTable = s->tcal() ; |
---|
4406 | String time ; |
---|
4407 | Vector<Float> tcalval ; |
---|
4408 | if ( s->nrow() == 0 ) { |
---|
4409 | os << LogIO::SEVERE << "No row in the input scantable. Return empty tcal." << LogIO::POST ; |
---|
4410 | return tcal ; |
---|
4411 | } |
---|
4412 | else if ( s->nrow() == 1 ) { |
---|
4413 | uInt tcalid = s->getTcalId( 0 ) ; |
---|
4414 | //os << "use row " << 0 << " (tcalid = " << tcalid << ")" << LogIO::POST ; |
---|
4415 | tcalTable.getEntry( time, tcalval, tcalid ) ; |
---|
4416 | tcalval.tovector( tcal ) ; |
---|
4417 | return tcal ; |
---|
4418 | } |
---|
4419 | else { |
---|
4420 | vector<int> idx = getRowIdFromTime( reftime, s ) ; |
---|
4421 | if ( mode == "before" ) { |
---|
4422 | int id = -1 ; |
---|
4423 | if ( idx[0] != -1 ) { |
---|
4424 | id = idx[0] ; |
---|
4425 | } |
---|
4426 | else if ( idx[1] != -1 ) { |
---|
4427 | os << LogIO::WARN << "Failed to find a scan before reftime. return a spectrum just after the reftime." << LogIO::POST ; |
---|
4428 | id = idx[1] ; |
---|
4429 | } |
---|
4430 | uInt tcalid = s->getTcalId( id ) ; |
---|
4431 | //os << "use row " << id << " (tcalid = " << tcalid << ")" << LogIO::POST ; |
---|
4432 | tcalTable.getEntry( time, tcalval, tcalid ) ; |
---|
4433 | tcalval.tovector( tcal ) ; |
---|
4434 | } |
---|
4435 | else if ( mode == "after" ) { |
---|
4436 | int id = -1 ; |
---|
4437 | if ( idx[1] != -1 ) { |
---|
4438 | id = idx[1] ; |
---|
4439 | } |
---|
4440 | else if ( idx[0] != -1 ) { |
---|
4441 | os << LogIO::WARN << "Failed to find a scan after reftime. return a spectrum just before the reftime." << LogIO::POST ; |
---|
4442 | id = idx[1] ; |
---|
4443 | } |
---|
4444 | uInt tcalid = s->getTcalId( id ) ; |
---|
4445 | //os << "use row " << id << " (tcalid = " << tcalid << ")" << LogIO::POST ; |
---|
4446 | tcalTable.getEntry( time, tcalval, tcalid ) ; |
---|
4447 | tcalval.tovector( tcal ) ; |
---|
4448 | } |
---|
4449 | else if ( mode == "nearest" ) { |
---|
4450 | int id = -1 ; |
---|
4451 | if ( idx[0] == -1 ) { |
---|
4452 | id = idx[1] ; |
---|
4453 | } |
---|
4454 | else if ( idx[1] == -1 ) { |
---|
4455 | id = idx[0] ; |
---|
4456 | } |
---|
4457 | else if ( idx[0] == idx[1] ) { |
---|
4458 | id = idx[0] ; |
---|
4459 | } |
---|
4460 | else { |
---|
4461 | double t0 = getMJD( s->getTime( idx[0] ) ) ; |
---|
4462 | double t1 = getMJD( s->getTime( idx[1] ) ) ; |
---|
4463 | double tref = getMJD( reftime ) ; |
---|
4464 | if ( abs( t0 - tref ) > abs( t1 - tref ) ) { |
---|
4465 | id = idx[1] ; |
---|
4466 | } |
---|
4467 | else { |
---|
4468 | id = idx[0] ; |
---|
4469 | } |
---|
4470 | } |
---|
4471 | uInt tcalid = s->getTcalId( id ) ; |
---|
4472 | //os << "use row " << id << " (tcalid = " << tcalid << ")" << LogIO::POST ; |
---|
4473 | tcalTable.getEntry( time, tcalval, tcalid ) ; |
---|
4474 | tcalval.tovector( tcal ) ; |
---|
4475 | } |
---|
4476 | else if ( mode == "linear" ) { |
---|
4477 | if ( idx[0] == -1 ) { |
---|
4478 | // use after |
---|
4479 | os << LogIO::WARN << "Failed to interpolate. return a spectrum just after the reftime." << LogIO::POST ; |
---|
4480 | int id = idx[1] ; |
---|
4481 | uInt tcalid = s->getTcalId( id ) ; |
---|
4482 | //os << "use row " << id << " (tcalid = " << tcalid << ")" << LogIO::POST ; |
---|
4483 | tcalTable.getEntry( time, tcalval, tcalid ) ; |
---|
4484 | tcalval.tovector( tcal ) ; |
---|
4485 | } |
---|
4486 | else if ( idx[1] == -1 ) { |
---|
4487 | // use before |
---|
4488 | os << LogIO::WARN << "Failed to interpolate. return a spectrum just before the reftime." << LogIO::POST ; |
---|
4489 | int id = idx[0] ; |
---|
4490 | uInt tcalid = s->getTcalId( id ) ; |
---|
4491 | //os << "use row " << id << " (tcalid = " << tcalid << ")" << LogIO::POST ; |
---|
4492 | tcalTable.getEntry( time, tcalval, tcalid ) ; |
---|
4493 | tcalval.tovector( tcal ) ; |
---|
4494 | } |
---|
4495 | else if ( idx[0] == idx[1] ) { |
---|
4496 | // use before |
---|
4497 | //os << "No need to interporate." << LogIO::POST ; |
---|
4498 | int id = idx[0] ; |
---|
4499 | uInt tcalid = s->getTcalId( id ) ; |
---|
4500 | //os << "use row " << id << " (tcalid = " << tcalid << ")" << LogIO::POST ; |
---|
4501 | tcalTable.getEntry( time, tcalval, tcalid ) ; |
---|
4502 | tcalval.tovector( tcal ) ; |
---|
4503 | } |
---|
4504 | else { |
---|
4505 | // do interpolation |
---|
4506 | //os << "interpolate between " << idx[0] << " and " << idx[1] << " (scanno: " << s->getScan( idx[0] ) << ", " << s->getScan( idx[1] ) << ")" << LogIO::POST ; |
---|
4507 | double t0 = getMJD( s->getTime( idx[0] ) ) ; |
---|
4508 | double t1 = getMJD( s->getTime( idx[1] ) ) ; |
---|
4509 | double tref = getMJD( reftime ) ; |
---|
4510 | vector<float> tcal0 ; |
---|
4511 | vector<float> tcal1 ; |
---|
4512 | uInt tcalid0 = s->getTcalId( idx[0] ) ; |
---|
4513 | uInt tcalid1 = s->getTcalId( idx[1] ) ; |
---|
4514 | tcalTable.getEntry( time, tcalval, tcalid0 ) ; |
---|
4515 | tcalval.tovector( tcal0 ) ; |
---|
4516 | tcalTable.getEntry( time, tcalval, tcalid1 ) ; |
---|
4517 | tcalval.tovector( tcal1 ) ; |
---|
4518 | for ( unsigned int i = 0 ; i < tcal0.size() ; i++ ) { |
---|
4519 | float v = ( tcal1[i] - tcal0[i] ) / ( t1 - t0 ) * ( tref - t0 ) + tcal0[i] ; |
---|
4520 | tcal.push_back( v ) ; |
---|
4521 | } |
---|
4522 | } |
---|
4523 | } |
---|
4524 | else { |
---|
4525 | os << LogIO::SEVERE << "Unknown mode" << LogIO::POST ; |
---|
4526 | } |
---|
4527 | return tcal ; |
---|
4528 | } |
---|
4529 | } |
---|
4530 | |
---|
4531 | vector<float> STMath::getTsysFromTime( string reftime, |
---|
4532 | CountedPtr<Scantable>& s, |
---|
4533 | string mode ) |
---|
4534 | { |
---|
4535 | LogIO os( LogOrigin( "STMath", "getTsysFromTime", WHERE ) ) ; |
---|
4536 | ArrayColumn<Float> tsysCol ; |
---|
4537 | tsysCol.attach( s->table(), "TSYS" ) ; |
---|
4538 | vector<float> tsys ; |
---|
4539 | String time ; |
---|
4540 | Vector<Float> tsysval ; |
---|
4541 | if ( s->nrow() == 0 ) { |
---|
4542 | os << LogIO::SEVERE << "No row in the input scantable. Return empty tsys." << LogIO::POST ; |
---|
4543 | return tsys ; |
---|
4544 | } |
---|
4545 | else if ( s->nrow() == 1 ) { |
---|
4546 | //os << "use row " << 0 << LogIO::POST ; |
---|
4547 | tsysval = tsysCol( 0 ) ; |
---|
4548 | tsysval.tovector( tsys ) ; |
---|
4549 | return tsys ; |
---|
4550 | } |
---|
4551 | else { |
---|
4552 | vector<int> idx = getRowIdFromTime( reftime, s ) ; |
---|
4553 | if ( mode == "before" ) { |
---|
4554 | int id = -1 ; |
---|
4555 | if ( idx[0] != -1 ) { |
---|
4556 | id = idx[0] ; |
---|
4557 | } |
---|
4558 | else if ( idx[1] != -1 ) { |
---|
4559 | os << LogIO::WARN << "Failed to find a scan before reftime. return a spectrum just after the reftime." << LogIO::POST ; |
---|
4560 | id = idx[1] ; |
---|
4561 | } |
---|
4562 | //os << "use row " << id << LogIO::POST ; |
---|
4563 | tsysval = tsysCol( id ) ; |
---|
4564 | tsysval.tovector( tsys ) ; |
---|
4565 | } |
---|
4566 | else if ( mode == "after" ) { |
---|
4567 | int id = -1 ; |
---|
4568 | if ( idx[1] != -1 ) { |
---|
4569 | id = idx[1] ; |
---|
4570 | } |
---|
4571 | else if ( idx[0] != -1 ) { |
---|
4572 | os << LogIO::WARN << "Failed to find a scan after reftime. return a spectrum just before the reftime." << LogIO::POST ; |
---|
4573 | id = idx[1] ; |
---|
4574 | } |
---|
4575 | //os << "use row " << id << LogIO::POST ; |
---|
4576 | tsysval = tsysCol( id ) ; |
---|
4577 | tsysval.tovector( tsys ) ; |
---|
4578 | } |
---|
4579 | else if ( mode == "nearest" ) { |
---|
4580 | int id = -1 ; |
---|
4581 | if ( idx[0] == -1 ) { |
---|
4582 | id = idx[1] ; |
---|
4583 | } |
---|
4584 | else if ( idx[1] == -1 ) { |
---|
4585 | id = idx[0] ; |
---|
4586 | } |
---|
4587 | else if ( idx[0] == idx[1] ) { |
---|
4588 | id = idx[0] ; |
---|
4589 | } |
---|
4590 | else { |
---|
4591 | double t0 = getMJD( s->getTime( idx[0] ) ) ; |
---|
4592 | double t1 = getMJD( s->getTime( idx[1] ) ) ; |
---|
4593 | double tref = getMJD( reftime ) ; |
---|
4594 | if ( abs( t0 - tref ) > abs( t1 - tref ) ) { |
---|
4595 | id = idx[1] ; |
---|
4596 | } |
---|
4597 | else { |
---|
4598 | id = idx[0] ; |
---|
4599 | } |
---|
4600 | } |
---|
4601 | //os << "use row " << id << LogIO::POST ; |
---|
4602 | tsysval = tsysCol( id ) ; |
---|
4603 | tsysval.tovector( tsys ) ; |
---|
4604 | } |
---|
4605 | else if ( mode == "linear" ) { |
---|
4606 | if ( idx[0] == -1 ) { |
---|
4607 | // use after |
---|
4608 | os << LogIO::WARN << "Failed to interpolate. return a spectrum just after the reftime." << LogIO::POST ; |
---|
4609 | int id = idx[1] ; |
---|
4610 | //os << "use row " << id << LogIO::POST ; |
---|
4611 | tsysval = tsysCol( id ) ; |
---|
4612 | tsysval.tovector( tsys ) ; |
---|
4613 | } |
---|
4614 | else if ( idx[1] == -1 ) { |
---|
4615 | // use before |
---|
4616 | os << LogIO::WARN << "Failed to interpolate. return a spectrum just before the reftime." << LogIO::POST ; |
---|
4617 | int id = idx[0] ; |
---|
4618 | //os << "use row " << id << LogIO::POST ; |
---|
4619 | tsysval = tsysCol( id ) ; |
---|
4620 | tsysval.tovector( tsys ) ; |
---|
4621 | } |
---|
4622 | else if ( idx[0] == idx[1] ) { |
---|
4623 | // use before |
---|
4624 | //os << "No need to interporate." << LogIO::POST ; |
---|
4625 | int id = idx[0] ; |
---|
4626 | //os << "use row " << id << LogIO::POST ; |
---|
4627 | tsysval = tsysCol( id ) ; |
---|
4628 | tsysval.tovector( tsys ) ; |
---|
4629 | } |
---|
4630 | else { |
---|
4631 | // do interpolation |
---|
4632 | //os << "interpolate between " << idx[0] << " and " << idx[1] << " (scanno: " << s->getScan( idx[0] ) << ", " << s->getScan( idx[1] ) << ")" << LogIO::POST ; |
---|
4633 | double t0 = getMJD( s->getTime( idx[0] ) ) ; |
---|
4634 | double t1 = getMJD( s->getTime( idx[1] ) ) ; |
---|
4635 | double tref = getMJD( reftime ) ; |
---|
4636 | vector<float> tsys0 ; |
---|
4637 | vector<float> tsys1 ; |
---|
4638 | tsysval = tsysCol( idx[0] ) ; |
---|
4639 | tsysval.tovector( tsys0 ) ; |
---|
4640 | tsysval = tsysCol( idx[1] ) ; |
---|
4641 | tsysval.tovector( tsys1 ) ; |
---|
4642 | for ( unsigned int i = 0 ; i < tsys0.size() ; i++ ) { |
---|
4643 | float v = ( tsys1[i] - tsys0[i] ) / ( t1 - t0 ) * ( tref - t0 ) + tsys0[i] ; |
---|
4644 | tsys.push_back( v ) ; |
---|
4645 | } |
---|
4646 | } |
---|
4647 | } |
---|
4648 | else { |
---|
4649 | os << LogIO::SEVERE << "Unknown mode" << LogIO::POST ; |
---|
4650 | } |
---|
4651 | return tsys ; |
---|
4652 | } |
---|
4653 | } |
---|
4654 | |
---|
4655 | vector<float> STMath::getCalibratedSpectra( CountedPtr<Scantable>& on, |
---|
4656 | CountedPtr<Scantable>& off, |
---|
4657 | CountedPtr<Scantable>& sky, |
---|
4658 | CountedPtr<Scantable>& hot, |
---|
4659 | CountedPtr<Scantable>& cold, |
---|
4660 | int index, |
---|
4661 | string antname ) |
---|
4662 | { |
---|
4663 | string reftime = on->getTime( index ) ; |
---|
4664 | vector<int> ii( 1, on->getIF( index ) ) ; |
---|
4665 | vector<int> ib( 1, on->getBeam( index ) ) ; |
---|
4666 | vector<int> ip( 1, on->getPol( index ) ) ; |
---|
4667 | vector<int> ic( 1, on->getScan( index ) ) ; |
---|
4668 | STSelector sel = STSelector() ; |
---|
4669 | sel.setIFs( ii ) ; |
---|
4670 | sel.setBeams( ib ) ; |
---|
4671 | sel.setPolarizations( ip ) ; |
---|
4672 | sky->setSelection( sel ) ; |
---|
4673 | hot->setSelection( sel ) ; |
---|
4674 | //cold->setSelection( sel ) ; |
---|
4675 | off->setSelection( sel ) ; |
---|
4676 | vector<float> spsky = getSpectrumFromTime( reftime, sky, "linear" ) ; |
---|
4677 | vector<float> sphot = getSpectrumFromTime( reftime, hot, "linear" ) ; |
---|
4678 | //vector<float> spcold = getSpectrumFromTime( reftime, cold, "linear" ) ; |
---|
4679 | vector<float> spoff = getSpectrumFromTime( reftime, off, "linear" ) ; |
---|
4680 | vector<float> spec = on->getSpectrum( index ) ; |
---|
4681 | vector<float> tcal = getTcalFromTime( reftime, sky, "linear" ) ; |
---|
4682 | vector<float> sp( tcal.size() ) ; |
---|
4683 | if ( antname.find( "APEX" ) != string::npos ) { |
---|
4684 | // using gain array |
---|
4685 | for ( unsigned int j = 0 ; j < tcal.size() ; j++ ) { |
---|
4686 | float v = ( ( spec[j] - spoff[j] ) / spoff[j] ) |
---|
4687 | * ( spsky[j] / ( sphot[j] - spsky[j] ) ) * tcal[j] ; |
---|
4688 | sp[j] = v ; |
---|
4689 | } |
---|
4690 | } |
---|
4691 | else { |
---|
4692 | // Chopper-Wheel calibration (Ulich & Haas 1976) |
---|
4693 | for ( unsigned int j = 0 ; j < tcal.size() ; j++ ) { |
---|
4694 | float v = ( spec[j] - spoff[j] ) / ( sphot[j] - spsky[j] ) * tcal[j] ; |
---|
4695 | sp[j] = v ; |
---|
4696 | } |
---|
4697 | } |
---|
4698 | sel.reset() ; |
---|
4699 | sky->unsetSelection() ; |
---|
4700 | hot->unsetSelection() ; |
---|
4701 | //cold->unsetSelection() ; |
---|
4702 | off->unsetSelection() ; |
---|
4703 | |
---|
4704 | return sp ; |
---|
4705 | } |
---|
4706 | |
---|
4707 | vector<float> STMath::getCalibratedSpectra( CountedPtr<Scantable>& on, |
---|
4708 | CountedPtr<Scantable>& off, |
---|
4709 | int index ) |
---|
4710 | { |
---|
4711 | string reftime = on->getTime( index ) ; |
---|
4712 | vector<int> ii( 1, on->getIF( index ) ) ; |
---|
4713 | vector<int> ib( 1, on->getBeam( index ) ) ; |
---|
4714 | vector<int> ip( 1, on->getPol( index ) ) ; |
---|
4715 | vector<int> ic( 1, on->getScan( index ) ) ; |
---|
4716 | STSelector sel = STSelector() ; |
---|
4717 | sel.setIFs( ii ) ; |
---|
4718 | sel.setBeams( ib ) ; |
---|
4719 | sel.setPolarizations( ip ) ; |
---|
4720 | off->setSelection( sel ) ; |
---|
4721 | vector<float> spoff = getSpectrumFromTime( reftime, off, "linear" ) ; |
---|
4722 | vector<float> spec = on->getSpectrum( index ) ; |
---|
4723 | //vector<float> tcal = getTcalFromTime( reftime, sky, "linear" ) ; |
---|
4724 | //vector<float> tsys = on->getTsysVec( index ) ; |
---|
4725 | ArrayColumn<Float> tsysCol( on->table(), "TSYS" ) ; |
---|
4726 | Vector<Float> tsys = tsysCol( index ) ; |
---|
4727 | vector<float> sp( spec.size() ) ; |
---|
4728 | // ALMA Calibration |
---|
4729 | // |
---|
4730 | // Ta* = Tsys * ( ON - OFF ) / OFF |
---|
4731 | // |
---|
4732 | // 2010/01/07 Takeshi Nakazato |
---|
4733 | unsigned int tsyssize = tsys.nelements() ; |
---|
4734 | unsigned int spsize = sp.size() ; |
---|
4735 | for ( unsigned int j = 0 ; j < sp.size() ; j++ ) { |
---|
4736 | float tscale = 0.0 ; |
---|
4737 | if ( tsyssize == spsize ) |
---|
4738 | tscale = tsys[j] ; |
---|
4739 | else |
---|
4740 | tscale = tsys[0] ; |
---|
4741 | float v = tscale * ( spec[j] - spoff[j] ) / spoff[j] ; |
---|
4742 | sp[j] = v ; |
---|
4743 | } |
---|
4744 | sel.reset() ; |
---|
4745 | off->unsetSelection() ; |
---|
4746 | |
---|
4747 | return sp ; |
---|
4748 | } |
---|
4749 | |
---|
4750 | vector<float> STMath::getFSCalibratedSpectra( CountedPtr<Scantable>& sig, |
---|
4751 | CountedPtr<Scantable>& ref, |
---|
4752 | CountedPtr<Scantable>& sky, |
---|
4753 | CountedPtr<Scantable>& hot, |
---|
4754 | CountedPtr<Scantable>& cold, |
---|
4755 | int index ) |
---|
4756 | { |
---|
4757 | string reftime = sig->getTime( index ) ; |
---|
4758 | vector<int> ii( 1, sig->getIF( index ) ) ; |
---|
4759 | vector<int> ib( 1, sig->getBeam( index ) ) ; |
---|
4760 | vector<int> ip( 1, sig->getPol( index ) ) ; |
---|
4761 | vector<int> ic( 1, sig->getScan( index ) ) ; |
---|
4762 | STSelector sel = STSelector() ; |
---|
4763 | sel.setIFs( ii ) ; |
---|
4764 | sel.setBeams( ib ) ; |
---|
4765 | sel.setPolarizations( ip ) ; |
---|
4766 | sky->setSelection( sel ) ; |
---|
4767 | hot->setSelection( sel ) ; |
---|
4768 | //cold->setSelection( sel ) ; |
---|
4769 | vector<float> spsky = getSpectrumFromTime( reftime, sky, "linear" ) ; |
---|
4770 | vector<float> sphot = getSpectrumFromTime( reftime, hot, "linear" ) ; |
---|
4771 | //vector<float> spcold = getSpectrumFromTime( reftime, cold, "linear" ) ; |
---|
4772 | vector<float> spref = ref->getSpectrum( index ) ; |
---|
4773 | vector<float> spsig = sig->getSpectrum( index ) ; |
---|
4774 | vector<float> tcal = getTcalFromTime( reftime, sky, "linear" ) ; |
---|
4775 | vector<float> sp( tcal.size() ) ; |
---|
4776 | for ( unsigned int j = 0 ; j < tcal.size() ; j++ ) { |
---|
4777 | float v = tcal[j] * spsky[j] / ( sphot[j] - spsky[j] ) * ( spsig[j] - spref[j] ) / spref[j] ; |
---|
4778 | sp[j] = v ; |
---|
4779 | } |
---|
4780 | sel.reset() ; |
---|
4781 | sky->unsetSelection() ; |
---|
4782 | hot->unsetSelection() ; |
---|
4783 | //cold->unsetSelection() ; |
---|
4784 | |
---|
4785 | return sp ; |
---|
4786 | } |
---|
4787 | |
---|
4788 | vector<float> STMath::getFSCalibratedSpectra( CountedPtr<Scantable>& sig, |
---|
4789 | CountedPtr<Scantable>& ref, |
---|
4790 | vector< CountedPtr<Scantable> >& sky, |
---|
4791 | vector< CountedPtr<Scantable> >& hot, |
---|
4792 | vector< CountedPtr<Scantable> >& cold, |
---|
4793 | int index ) |
---|
4794 | { |
---|
4795 | string reftime = sig->getTime( index ) ; |
---|
4796 | vector<int> ii( 1, sig->getIF( index ) ) ; |
---|
4797 | vector<int> ib( 1, sig->getBeam( index ) ) ; |
---|
4798 | vector<int> ip( 1, sig->getPol( index ) ) ; |
---|
4799 | vector<int> ic( 1, sig->getScan( index ) ) ; |
---|
4800 | STSelector sel = STSelector() ; |
---|
4801 | sel.setIFs( ii ) ; |
---|
4802 | sel.setBeams( ib ) ; |
---|
4803 | sel.setPolarizations( ip ) ; |
---|
4804 | sky[0]->setSelection( sel ) ; |
---|
4805 | hot[0]->setSelection( sel ) ; |
---|
4806 | //cold[0]->setSelection( sel ) ; |
---|
4807 | vector<float> spskys = getSpectrumFromTime( reftime, sky[0], "linear" ) ; |
---|
4808 | vector<float> sphots = getSpectrumFromTime( reftime, hot[0], "linear" ) ; |
---|
4809 | //vector<float> spcolds = getSpectrumFromTime( reftime, cold[0], "linear" ) ; |
---|
4810 | vector<float> tcals = getTcalFromTime( reftime, sky[0], "linear" ) ; |
---|
4811 | sel.reset() ; |
---|
4812 | ii[0] = ref->getIF( index ) ; |
---|
4813 | sel.setIFs( ii ) ; |
---|
4814 | sel.setBeams( ib ) ; |
---|
4815 | sel.setPolarizations( ip ) ; |
---|
4816 | sky[1]->setSelection( sel ) ; |
---|
4817 | hot[1]->setSelection( sel ) ; |
---|
4818 | //cold[1]->setSelection( sel ) ; |
---|
4819 | vector<float> spskyr = getSpectrumFromTime( reftime, sky[1], "linear" ) ; |
---|
4820 | vector<float> sphotr = getSpectrumFromTime( reftime, hot[1], "linear" ) ; |
---|
4821 | //vector<float> spcoldr = getSpectrumFromTime( reftime, cold[1], "linear" ) ; |
---|
4822 | vector<float> tcalr = getTcalFromTime( reftime, sky[1], "linear" ) ; |
---|
4823 | vector<float> spref = ref->getSpectrum( index ) ; |
---|
4824 | vector<float> spsig = sig->getSpectrum( index ) ; |
---|
4825 | vector<float> sp( tcals.size() ) ; |
---|
4826 | for ( unsigned int j = 0 ; j < tcals.size() ; j++ ) { |
---|
4827 | float v = tcals[j] * spsig[j] / ( sphots[j] - spskys[j] ) - tcalr[j] * spref[j] / ( sphotr[j] - spskyr[j] ) ; |
---|
4828 | sp[j] = v ; |
---|
4829 | } |
---|
4830 | sel.reset() ; |
---|
4831 | sky[0]->unsetSelection() ; |
---|
4832 | hot[0]->unsetSelection() ; |
---|
4833 | //cold[0]->unsetSelection() ; |
---|
4834 | sky[1]->unsetSelection() ; |
---|
4835 | hot[1]->unsetSelection() ; |
---|
4836 | //cold[1]->unsetSelection() ; |
---|
4837 | |
---|
4838 | return sp ; |
---|
4839 | } |
---|