| 1 | // | 
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| 2 | // C++ Interface: 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 | #ifndef ASAPSTMATH_H | 
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| 13 | #define ASAPSTMATH_H | 
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| 14 |  | 
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| 15 | #include <map> | 
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| 16 | #include <string> | 
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| 17 | #include <iostream> | 
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| 18 |  | 
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| 19 | #include <casa/aips.h> | 
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| 20 | #include <casa/Arrays/Vector.h> | 
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| 21 | #include <casa/BasicSL/String.h> | 
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| 22 | #include <casa/Utilities/CountedPtr.h> | 
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| 23 |  | 
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| 24 | #include <scimath/Mathematics/InterpolateArray1D.h> | 
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| 25 |  | 
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| 26 | #include "Scantable.h" | 
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| 27 | #include "STDefs.h" | 
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| 28 | #include "STPol.h" | 
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| 29 |  | 
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| 30 | namespace asap { | 
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| 31 |  | 
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| 32 | /** | 
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| 33 | * Mathmatical operations on Scantable objects | 
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| 34 | * @author Malte Marquarding | 
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| 35 | */ | 
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| 36 | class STMath { | 
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| 37 | public: | 
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| 38 | // typedef for long method name | 
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| 39 | typedef casacore::InterpolateArray1D<casacore::Double, | 
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| 40 | casacore::Float>::InterpolationMethod imethod; | 
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| 41 |  | 
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| 42 | // typedef for std::map | 
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| 43 | typedef std::map<std::string, imethod> imap; | 
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| 44 |  | 
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| 45 | /** | 
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| 46 | * whether to operate on the given Scantable or return a new one | 
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| 47 | * @param insitu the toggle for this behaviour | 
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| 48 | */ | 
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| 49 | explicit STMath(bool insitu=true); | 
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| 50 |  | 
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| 51 | virtual ~STMath(); | 
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| 52 |  | 
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| 53 | /** | 
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| 54 | * get the currnt @attr inistu_ state | 
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| 55 | */ | 
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| 56 | bool insitu() const { return insitu_;}; | 
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| 57 |  | 
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| 58 | /** | 
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| 59 | * set the currnt @attr inistu state | 
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| 60 | * @param b the new state | 
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| 61 | */ | 
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| 62 | void setInsitu(bool b) { insitu_ = b; }; | 
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| 63 |  | 
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| 64 |  | 
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| 65 | /** | 
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| 66 | * average a vector of Scantables | 
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| 67 | * @param in the vector of Scantables to average | 
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| 68 | * @param mask an optional mask to apply on specific weights | 
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| 69 | * @param weight weighting scheme | 
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| 70 | * @param avmode the mode ov averaging. Per "SCAN" or "ALL". | 
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| 71 | * @return a casacore::CountedPtr<Scantable> which either holds a new Scantable | 
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| 72 | * or returns the imput pointer. | 
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| 73 | */ | 
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| 74 | casacore::CountedPtr<Scantable> | 
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| 75 | average( const std::vector<casacore::CountedPtr<Scantable> >& in, | 
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| 76 | const std::vector<bool>& mask = std::vector<bool>(), | 
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| 77 | const std::string& weight = "NONE", | 
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| 78 | const std::string& avmode = "SCAN"); | 
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| 79 |  | 
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| 80 | /** | 
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| 81 | * median average a vector of Scantables. See also STMath::average | 
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| 82 | * @param in the Scantable to average | 
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| 83 | * @param mode the averaging mode. Currently only "MEDIAN" | 
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| 84 | * @param avmode the mode ov averaging. Per "SCAN" or "ALL". | 
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| 85 | * @return a casacore::CountedPtr<Scantable> which either holds a new Scantable | 
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| 86 | * or returns the imput pointer. | 
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| 87 | */ | 
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| 88 | casacore::CountedPtr<Scantable> | 
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| 89 | averageChannel( const casacore::CountedPtr<Scantable> & in, | 
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| 90 | const std::string& mode = "MEDIAN", | 
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| 91 | const std::string& avmode = "SCAN"); | 
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| 92 |  | 
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| 93 | /** | 
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| 94 | * Average polarisations together. really only useful if only linears are | 
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| 95 | * available. | 
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| 96 | * @param in the input Scantable | 
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| 97 | * @param mask an optional mask if weight allows one | 
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| 98 | * @param weight weighting scheme | 
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| 99 | * @return | 
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| 100 | */ | 
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| 101 | casacore::CountedPtr< Scantable > | 
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| 102 | averagePolarisations( const casacore::CountedPtr< Scantable > & in, | 
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| 103 | const std::vector<bool>& mask, | 
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| 104 | const std::string& weight ); | 
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| 105 |  | 
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| 106 | /** | 
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| 107 | * Average beams together. | 
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| 108 | * @param in the input Scantable | 
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| 109 | * @param mask an optional mask if weight allows one | 
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| 110 | * @param weight weighting scheme | 
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| 111 | * @return | 
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| 112 | */ | 
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| 113 | casacore::CountedPtr< Scantable > | 
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| 114 | averageBeams( const casacore::CountedPtr< Scantable > & in, | 
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| 115 | const std::vector<bool>& mask, | 
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| 116 | const std::string& weight ); | 
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| 117 |  | 
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| 118 | casacore::CountedPtr<Scantable> | 
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| 119 | unaryOperate( const casacore::CountedPtr<Scantable>& in, float val, | 
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| 120 | const std::string& mode, bool tsys=false, | 
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| 121 | bool skip_flaggedrow=false ); | 
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| 122 |  | 
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| 123 | // array operation | 
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| 124 | casacore::CountedPtr<Scantable> | 
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| 125 | arrayOperate( const casacore::CountedPtr<Scantable>& in, | 
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| 126 | const std::vector<float> val, | 
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| 127 | const std::string& mode, | 
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| 128 | const std::string& opmode="channel", | 
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| 129 | bool tsys=false, | 
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| 130 | bool skip_flaggedrow=false ); | 
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| 131 |  | 
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| 132 | // channel operation | 
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| 133 | casacore::CountedPtr<Scantable> | 
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| 134 | arrayOperateChannel( const casacore::CountedPtr<Scantable>& in, | 
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| 135 | const std::vector<float> val, | 
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| 136 | const std::string& mode, bool tsys=false, | 
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| 137 | bool skip_flaggedrow=false ); | 
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| 138 |  | 
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| 139 | // row operation | 
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| 140 | casacore::CountedPtr<Scantable> | 
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| 141 | arrayOperateRow( const casacore::CountedPtr<Scantable>& in, | 
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| 142 | const std::vector<float> val, | 
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| 143 | const std::string& mode, bool tsys=false, | 
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| 144 | bool skip_flaggedrow=false ); | 
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| 145 |  | 
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| 146 | // 2d array operation | 
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| 147 | casacore::CountedPtr<Scantable> | 
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| 148 | array2dOperate( const casacore::CountedPtr<Scantable>& in, | 
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| 149 | const std::vector< std::vector<float> > val, | 
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| 150 | const std::string& mode, bool tsys=false ); | 
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| 151 |  | 
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| 152 | casacore::CountedPtr<Scantable> | 
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| 153 | binaryOperate( const casacore::CountedPtr<Scantable>& left, | 
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| 154 | const casacore::CountedPtr<Scantable>& right, | 
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| 155 | const std::string& mode); | 
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| 156 |  | 
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| 157 | casacore::CountedPtr<Scantable> autoQuotient(const casacore::CountedPtr<Scantable>& in, | 
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| 158 | const std::string& mode = "NEAREST", | 
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| 159 | bool preserve = true); | 
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| 160 |  | 
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| 161 | casacore::CountedPtr<Scantable> quotient( const casacore::CountedPtr<Scantable>& on, | 
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| 162 | const casacore::CountedPtr<Scantable>& off, | 
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| 163 | bool preserve = true ); | 
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| 164 |  | 
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| 165 | /** | 
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| 166 | * Calibrate total power scans (translated from GBTIDL) | 
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| 167 | * @param calon uncalibrated Scantable with CAL noise signal | 
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| 168 | * @param caloff uncalibrated Scantable with no CAL signal | 
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| 169 | * @param tcal optional scalar Tcal, CAL temperature (K) | 
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| 170 | * @return casacore::CountedPtr<Scantable> which holds a calibrated Scantable | 
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| 171 | * (spectrum - average of the two CAL on and off spectra; | 
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| 172 | * tsys - mean Tsys = <caloff>*Tcal/<calon-caloff> + Tcal/2) | 
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| 173 | */ | 
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| 174 | casacore::CountedPtr<Scantable> dototalpower( const casacore::CountedPtr<Scantable>& calon, | 
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| 175 | const casacore::CountedPtr<Scantable>& caloff, | 
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| 176 | casacore::Float tcal=1.0 ); | 
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| 177 |  | 
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| 178 | /** | 
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| 179 | * Combine signal and reference scans (translated from GBTIDL) | 
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| 180 | * @param sig Scantable which contains signal scans | 
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| 181 | * @param ref Scantable which contains reference scans | 
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| 182 | * @param smoothref optional Boxcar smooth width of the reference scans | 
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| 183 | * default: no smoothing (=1) | 
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| 184 | * @param tsysv optional scalar Tsys value at the zenith, required to | 
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| 185 | * set tau, as well | 
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| 186 | * @param tau optional scalar Tau value | 
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| 187 | * @return casacore::CountedPtr<Scantable> which holds combined scans | 
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| 188 | * (spectrum = (sig-ref)/ref * Tsys ) | 
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| 189 | */ | 
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| 190 | casacore::CountedPtr<Scantable> dosigref( const casacore::CountedPtr<Scantable>& sig, | 
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| 191 | const casacore::CountedPtr<Scantable>& ref, | 
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| 192 | int smoothref=1, | 
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| 193 | casacore::Float tsysv=0.0, | 
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| 194 | casacore::Float tau=0.0 ); | 
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| 195 |  | 
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| 196 | /** | 
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| 197 | * Calibrate GBT Nod scan pairs (translated from GBTIDL) | 
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| 198 | * @param s Scantable which contains Nod scans | 
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| 199 | * @param scans Vector of scan numbers | 
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| 200 | * @param smoothref optional Boxcar smooth width of the reference scans | 
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| 201 | * @param tsysv optional scalar Tsys value at the zenith, required to | 
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| 202 | * set tau, as well | 
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| 203 | * @param tau optional scalar Tau value | 
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| 204 | * @param tcal optional scalar Tcal, CAL temperature (K) | 
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| 205 | * @return casacore::CountedPtr<Scantable> which holds calibrated scans | 
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| 206 | */ | 
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| 207 | casacore::CountedPtr<Scantable> donod( const casacore::CountedPtr<Scantable>& s, | 
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| 208 | const std::vector<int>& scans, | 
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| 209 | int smoothref=1, | 
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| 210 | casacore::Float tsysv=0.0, | 
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| 211 | casacore::Float tau=0.0, | 
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| 212 | casacore::Float tcal=0.0 ); | 
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| 213 |  | 
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| 214 | /** | 
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| 215 | * Calibrate frequency switched scans (translated from GBTIDL) | 
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| 216 | * @param s Scantable which contains frequency switched  scans | 
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| 217 | * @param scans Vector of scan numbers | 
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| 218 | * @param smoothref optional Boxcar smooth width of the reference scans | 
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| 219 | * @param tsysv optional scalar Tsys value at the zenith, required to | 
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| 220 | * set tau, as well | 
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| 221 | * @param tau optional scalar Tau value | 
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| 222 | * @param tcal optional scalar Tcal, CAL temperature (K) | 
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| 223 | * @return casacore::CountedPtr<Scantable> which holds calibrated scans | 
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| 224 | */ | 
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| 225 | casacore::CountedPtr<Scantable> dofs( const casacore::CountedPtr<Scantable>& s, | 
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| 226 | const std::vector<int>& scans, | 
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| 227 | int smoothref=1, | 
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| 228 | casacore::Float tsysv=0.0, | 
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| 229 | casacore::Float tau=0.0, | 
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| 230 | casacore::Float tcal=0.0 ); | 
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| 231 |  | 
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| 232 | /** | 
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| 233 | * Calibrate data with Chopper-Wheel like calibration method | 
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| 234 | * which adopts position switching by antenna motion, | 
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| 235 | * wobbler (nutator) switching and On-The-Fly observation. | 
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| 236 | * | 
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| 237 | * The method is applicable to APEX, and other telescopes other than GBT. | 
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| 238 | * | 
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| 239 | * @param a Scantable which contains ON and OFF scans | 
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| 240 | * @param a string that indicates calibration mode | 
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| 241 | * @param a string that indicates antenna name | 
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| 242 | **/ | 
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| 243 | casacore::CountedPtr<Scantable> cwcal( const casacore::CountedPtr<Scantable>& s, | 
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| 244 | const casacore::String calmode, | 
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| 245 | const casacore::String antname ); | 
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| 246 |  | 
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| 247 | /** | 
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| 248 | * Calibrate frequency switched scans with Chopper-Wheel like | 
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| 249 | * calibration method. | 
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| 250 | * | 
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| 251 | * The method is applicable to APEX, and other telescopes other than GBT. | 
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| 252 | * | 
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| 253 | * @param a Scantable which contains ON and OFF scans | 
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| 254 | * @param a string that indicates antenna name | 
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| 255 | **/ | 
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| 256 | casacore::CountedPtr<Scantable> cwcalfs( const casacore::CountedPtr<Scantable>& s, | 
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| 257 | const casacore::String antname ); | 
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| 258 |  | 
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| 259 |  | 
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| 260 | /** | 
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| 261 | * Folding frequency-switch data | 
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| 262 | * @param sig | 
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| 263 | * @param ref | 
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| 264 | * @param choffset | 
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| 265 | **/ | 
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| 266 | casacore::CountedPtr<Scantable> dofold( const casacore::CountedPtr<Scantable> &sig, | 
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| 267 | const casacore::CountedPtr<Scantable> &ref, | 
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| 268 | casacore::Double choffset, | 
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| 269 | casacore::Double choffset2 = 0.0 ); | 
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| 270 |  | 
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| 271 | /** | 
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| 272 | * ALMA calibration | 
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| 273 | **/ | 
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| 274 | casacore::CountedPtr<Scantable> almacal( const casacore::CountedPtr<Scantable>& s, | 
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| 275 | const casacore::String calmode ) ; | 
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| 276 | casacore::CountedPtr<Scantable> almacalfs( const casacore::CountedPtr<Scantable>& s ) ; | 
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| 277 |  | 
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| 278 | casacore::CountedPtr<Scantable> | 
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| 279 | freqSwitch( const casacore::CountedPtr<Scantable>& in ); | 
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| 280 |  | 
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| 281 | std::vector<float> statistic(const casacore::CountedPtr<Scantable>& in, | 
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| 282 | const std::vector<bool>& mask, | 
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| 283 | const std::string& which); | 
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| 284 |  | 
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| 285 | std::vector<float> statisticRow(const casacore::CountedPtr<Scantable>& in, | 
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| 286 | const std::vector<bool>& mask, | 
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| 287 | const std::string& which, | 
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| 288 | int row); | 
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| 289 |  | 
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| 290 | std::vector< int > minMaxChan(const casacore::CountedPtr<Scantable>& in, | 
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| 291 | const std::vector<bool>& mask, | 
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| 292 | const std::string& which); | 
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| 293 |  | 
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| 294 | casacore::CountedPtr<Scantable> bin( const casacore::CountedPtr<Scantable>& in, | 
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| 295 | int width=5); | 
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| 296 | casacore::CountedPtr<Scantable> | 
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| 297 | resample(const casacore::CountedPtr<Scantable>& in, | 
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| 298 | const std::string& method, float width); | 
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| 299 |  | 
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| 300 | casacore::CountedPtr<Scantable> | 
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| 301 | smooth(const casacore::CountedPtr<Scantable>& in, const std::string& kernel, | 
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| 302 | float width, int order=2); | 
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| 303 |  | 
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| 304 | casacore::CountedPtr<Scantable> | 
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| 305 | gainElevation(const casacore::CountedPtr<Scantable>& in, | 
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| 306 | const std::vector<float>& coeff, | 
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| 307 | const std::string& fileName, | 
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| 308 | const std::string& method); | 
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| 309 | casacore::CountedPtr<Scantable> | 
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| 310 | convertFlux(const casacore::CountedPtr<Scantable>& in, float d, | 
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| 311 | float etaap, float jyperk); | 
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| 312 |  | 
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| 313 | casacore::CountedPtr<Scantable> opacity(const casacore::CountedPtr<Scantable>& in, | 
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| 314 | const std::vector<float>& tau); | 
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| 315 |  | 
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| 316 | casacore::CountedPtr<Scantable> | 
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| 317 | merge(const std::vector<casacore::CountedPtr<Scantable> >& in, | 
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| 318 | const std::string &freqTol = ""); | 
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| 319 |  | 
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| 320 | casacore::CountedPtr<Scantable> | 
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| 321 | invertPhase( const casacore::CountedPtr<Scantable>& in); | 
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| 322 |  | 
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| 323 | casacore::CountedPtr<Scantable> | 
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| 324 | rotateXYPhase( const casacore::CountedPtr<Scantable>& in, float phase); | 
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| 325 |  | 
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| 326 | casacore::CountedPtr<Scantable> | 
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| 327 | rotateLinPolPhase( const casacore::CountedPtr<Scantable>& in, float phase); | 
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| 328 |  | 
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| 329 | casacore::CountedPtr<Scantable> | 
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| 330 | swapPolarisations(const casacore::CountedPtr<Scantable>& in); | 
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| 331 |  | 
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| 332 | casacore::CountedPtr<Scantable> | 
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| 333 | frequencyAlign( const casacore::CountedPtr<Scantable>& in, | 
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| 334 | const std::string& refTime = "", | 
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| 335 | const std::string& method = "cubic" ); | 
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| 336 |  | 
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| 337 | casacore::CountedPtr<Scantable> | 
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| 338 | convertPolarisation( const casacore::CountedPtr<Scantable>& in, | 
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| 339 | const std::string& newtype); | 
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| 340 |  | 
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| 341 | casacore::CountedPtr<Scantable> | 
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| 342 | mxExtract( const casacore::CountedPtr<Scantable>& in, | 
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| 343 | const std::string& srctype = "on"); | 
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| 344 |  | 
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| 345 | /** | 
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| 346 | * "hard" flag the data, this flags everything selected in setSelection() | 
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| 347 | * @param frequency the frequency to remove | 
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| 348 | * @param width the number of lags to flag left to the side of the frequency | 
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| 349 | */ | 
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| 350 | casacore::CountedPtr<Scantable> | 
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| 351 | lagFlag( const casacore::CountedPtr<Scantable>& in, double start, | 
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| 352 | double end, const std::string& mode="frequency"); | 
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| 353 |  | 
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| 354 | std::vector<float> | 
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| 355 | fft( const casacore::CountedPtr<Scantable>& in, | 
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| 356 | const std::vector<int>& whichrow, | 
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| 357 | bool getRealImag=false ); | 
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| 358 |  | 
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| 359 | // test for average spectra with different channel/resolution | 
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| 360 | casacore::CountedPtr<Scantable> | 
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| 361 | new_average( const std::vector<casacore::CountedPtr<Scantable> >& in, | 
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| 362 | const bool& compel, | 
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| 363 | const std::vector<bool>& mask = std::vector<bool>(), | 
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| 364 | const std::string& weight = "NONE", | 
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| 365 | const std::string& avmode = "SCAN" ) | 
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| 366 | throw (casacore::AipsError) ; | 
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| 367 |  | 
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| 368 | private: | 
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| 369 | casacore::CountedPtr<Scantable>  applyToPol( const casacore::CountedPtr<Scantable>& in, | 
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| 370 | STPol::polOperation fptr, | 
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| 371 | casacore::Float phase); | 
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| 372 |  | 
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| 373 | static imethod stringToIMethod(const std::string& in); | 
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| 374 | static WeightType stringToWeight(const std::string& in); | 
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| 375 |  | 
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| 376 | void scaleByVector(casacore::Table& in, | 
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| 377 | const casacore::Vector<casacore::Float>& factor, | 
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| 378 | bool dotsys); | 
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| 379 |  | 
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| 380 | void scaleFromAsciiTable(casacore::Table& in, const std::string& filename, | 
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| 381 | const std::string& method, | 
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| 382 | const casacore::Vector<casacore::Float>& xout, | 
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| 383 | bool dotsys); | 
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| 384 |  | 
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| 385 | void scaleFromTable(casacore::Table& in, const casacore::Table& table, | 
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| 386 | const std::string& method, | 
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| 387 | const casacore::Vector<casacore::Float>& xout, bool dotsys); | 
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| 388 |  | 
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| 389 | void convertBrightnessUnits(casacore::CountedPtr<Scantable>& in, | 
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| 390 | bool tokelvin, float cfac); | 
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| 391 |  | 
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| 392 | casacore::CountedPtr< Scantable > | 
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| 393 | smoothOther( const casacore::CountedPtr< Scantable >& in, | 
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| 394 | const std::string& kernel, | 
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| 395 | float width, int order=2 ); | 
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| 396 |  | 
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| 397 | casacore::CountedPtr< Scantable > | 
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| 398 | getScantable(const casacore::CountedPtr< Scantable >& in, bool droprows); | 
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| 399 |  | 
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| 400 | casacore::MaskedArray<casacore::Float> | 
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| 401 | maskedArray( const casacore::Vector<casacore::Float>& s, | 
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| 402 | const casacore::Vector<casacore::uChar>& f ); | 
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| 403 | casacore::MaskedArray<casacore::Double> | 
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| 404 | maskedArray( const casacore::Vector<casacore::Double>& s, | 
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| 405 | const casacore::Vector<casacore::uChar>& f ); | 
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| 406 | casacore::Vector<casacore::uChar> | 
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| 407 | flagsFromMA(const casacore::MaskedArray<casacore::Float>& ma); | 
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| 408 |  | 
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| 409 | // Frequency switching | 
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| 410 | void calibrateFS( casacore::CountedPtr<Scantable> &sig, | 
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| 411 | casacore::CountedPtr<Scantable> &ref, | 
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| 412 | const casacore::CountedPtr<Scantable> &rsig, | 
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| 413 | const casacore::CountedPtr<Scantable> &rref, | 
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| 414 | const casacore::CountedPtr<Scantable> &sky, | 
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| 415 | const casacore::CountedPtr<Scantable> &hot, | 
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| 416 | const casacore::CountedPtr<Scantable> &cold, | 
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| 417 | const casacore::Vector<casacore::uInt> &rows ) ; | 
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| 418 | void calibrateAPEXFS( casacore::CountedPtr<Scantable> &sig, | 
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| 419 | casacore::CountedPtr<Scantable> &ref, | 
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| 420 | const vector< casacore::CountedPtr<Scantable> > &on, | 
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| 421 | const vector< casacore::CountedPtr<Scantable> > &sky, | 
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| 422 | const vector< casacore::CountedPtr<Scantable> > &hot, | 
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| 423 | const vector< casacore::CountedPtr<Scantable> > &cold, | 
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| 424 | const casacore::Vector<casacore::uInt> &rows ) ; | 
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| 425 | void copyRows( casacore::Table &out, | 
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| 426 | const casacore::Table &in, | 
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| 427 | casacore::uInt startout, | 
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| 428 | casacore::uInt startin, | 
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| 429 | casacore::uInt nrow, | 
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| 430 | casacore::Bool copySpectra=true, | 
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| 431 | casacore::Bool copyFlagtra=true, | 
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| 432 | casacore::Bool copyTsys=true ) ; | 
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| 433 | casacore::CountedPtr<Scantable> averageWithinSession( casacore::CountedPtr<Scantable> &s, | 
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| 434 | vector<bool> &mask, | 
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| 435 | string weight ) ; | 
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| 436 |  | 
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| 437 | bool insitu_; | 
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| 438 | }; | 
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| 439 |  | 
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| 440 | } | 
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| 441 | #endif | 
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