| 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 | 
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| 18 | #include <casa/aips.h>
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| 19 | #include <casa/Arrays/Vector.h>
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| 20 | #include <casa/BasicSL/String.h>
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| 21 | #include <casa/Utilities/CountedPtr.h>
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| 22 | 
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| 23 | #include <scimath/Mathematics/InterpolateArray1D.h>
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| 24 | 
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| 25 | #include "Logger.h"
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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 : private Logger {
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| 37 | public:
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| 38 |         // typedef for long method name
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| 39 |   typedef casa::InterpolateArray1D<casa::Double,
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| 40 |                                    casa::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 casa::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 |   casa::CountedPtr<Scantable>
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| 75 |     average( const std::vector<casa::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 casa::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 |   casa::CountedPtr<Scantable>
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| 89 |     averageChannel( const casa::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 |   casa::CountedPtr< Scantable >
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| 102 |     averagePolarisations( const casa::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 |   casa::CountedPtr< Scantable >
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| 114 |     averageBeams( const casa::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 |   casa::CountedPtr<Scantable>
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| 119 |     unaryOperate( const casa::CountedPtr<Scantable>& in, float val,
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| 120 |                   const std::string& mode, bool tsys=false );
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| 121 | 
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| 122 |   // array operation
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| 123 |   casa::CountedPtr<Scantable>
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| 124 |     arrayOperate( const casa::CountedPtr<Scantable>& in,
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| 125 |                   const std::vector<float> val,
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| 126 |                   const std::string& mode,
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| 127 |                   const std::string& opmode="channel",  
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| 128 |                   bool tsys=false );
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| 129 | 
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| 130 |   // channel operation
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| 131 |   casa::CountedPtr<Scantable>
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| 132 |     arrayOperateChannel( const casa::CountedPtr<Scantable>& in, 
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| 133 |                          const std::vector<float> val,
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| 134 |                          const std::string& mode, bool tsys=false );
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| 135 | 
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| 136 |   // row operation
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| 137 |   casa::CountedPtr<Scantable>
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| 138 |     arrayOperateRow( const casa::CountedPtr<Scantable>& in, 
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| 139 |                      const std::vector<float> val,
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| 140 |                      const std::string& mode, bool tsys=false );
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| 141 | 
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| 142 |   // 2d array operation
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| 143 |   casa::CountedPtr<Scantable>
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| 144 |     array2dOperate( const casa::CountedPtr<Scantable>& in,
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| 145 |                   const std::vector< std::vector<float> > val,
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| 146 |                   const std::string& mode, bool tsys=false );
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| 147 | 
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| 148 |   casa::CountedPtr<Scantable>
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| 149 |     binaryOperate( const casa::CountedPtr<Scantable>& left,
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| 150 |                    const casa::CountedPtr<Scantable>& right,
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| 151 |                    const std::string& mode);
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| 152 | 
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| 153 |   casa::CountedPtr<Scantable> autoQuotient(const casa::CountedPtr<Scantable>& in,
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| 154 |                                            const std::string& mode = "NEAREST",
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| 155 |                                            bool preserve = true);
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| 156 | 
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| 157 |   casa::CountedPtr<Scantable> quotient( const casa::CountedPtr<Scantable>& on,
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| 158 |                                         const casa::CountedPtr<Scantable>& off,
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| 159 |                                         bool preserve = true );
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| 160 | 
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| 161 |   /**
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| 162 |     * Calibrate total power scans (translated from GBTIDL)
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| 163 |     * @param calon uncalibrated Scantable with CAL noise signal 
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| 164 |     * @param caloff uncalibrated Scantable with no CAL signal
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| 165 |     * @param tcal optional scalar Tcal, CAL temperature (K)
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| 166 |     * @return casa::CountedPtr<Scantable> which holds a calibrated Scantable 
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| 167 |     * (spectrum - average of the two CAL on and off spectra;
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| 168 |     * tsys - mean Tsys = <caloff>*Tcal/<calon-caloff> + Tcal/2)
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| 169 |     */              
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| 170 |   casa::CountedPtr<Scantable> dototalpower( const casa::CountedPtr<Scantable>& calon,
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| 171 |                                             const casa::CountedPtr<Scantable>& caloff,
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| 172 |                                             casa::Float tcal=1.0 );
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| 173 | 
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| 174 |   /**
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| 175 |     * Combine signal and reference scans (translated from GBTIDL)
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| 176 |     * @param sig Scantable which contains signal scans
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| 177 |     * @param ref Scantable which contains reference scans
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| 178 |     * @param smoothref optional Boxcar smooth width of the reference scans
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| 179 |     * default: no smoothing (=1)
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| 180 |     * @param tsysv optional scalar Tsys value at the zenith, required to 
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| 181 |     * set tau, as well 
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| 182 |     * @param tau optional scalar Tau value
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| 183 |     * @return casa::CountedPtr<Scantable> which holds combined scans
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| 184 |     * (spectrum = (sig-ref)/ref * Tsys )
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| 185 |     */
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| 186 |   casa::CountedPtr<Scantable> dosigref( const casa::CountedPtr<Scantable>& sig,
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| 187 |                                         const casa::CountedPtr<Scantable>& ref,
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| 188 |                                         int smoothref=1,
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| 189 |                                         casa::Float tsysv=0.0,
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| 190 |                                         casa::Float tau=0.0 );
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| 191 | 
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| 192 |   /**
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| 193 |     * Calibrate GBT Nod scan pairs (translated from GBTIDL)
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| 194 |     * @param s Scantable which contains Nod scans
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| 195 |     * @param scans Vector of scan numbers
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| 196 |     * @param smoothref optional Boxcar smooth width of the reference scans
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| 197 |     * @param tsysv optional scalar Tsys value at the zenith, required to
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| 198 |     * set tau, as well
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| 199 |     * @param tau optional scalar Tau value 
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| 200 |     * @param tcal optional scalar Tcal, CAL temperature (K)
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| 201 |     * @return casa::CountedPtr<Scantable> which holds calibrated scans
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| 202 |     */
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| 203 |   casa::CountedPtr<Scantable> donod( const casa::CountedPtr<Scantable>& s,
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| 204 |                                      const std::vector<int>& scans,
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| 205 |                                      int smoothref=1,
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| 206 |                                      casa::Float tsysv=0.0,
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| 207 |                                      casa::Float tau=0.0,
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| 208 |                                      casa::Float tcal=0.0 );
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| 209 | 
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| 210 |   /**
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| 211 |     * Calibrate frequency switched scans (translated from GBTIDL)
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| 212 |     * @param s Scantable which contains frequency switched  scans
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| 213 |     * @param scans Vector of scan numbers
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| 214 |     * @param smoothref optional Boxcar smooth width of the reference scans
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| 215 |     * @param tsysv optional scalar Tsys value at the zenith, required to
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| 216 |     * set tau, as well
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| 217 |     * @param tau optional scalar Tau value
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| 218 |     * @param tcal optional scalar Tcal, CAL temperature (K)
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| 219 |     * @return casa::CountedPtr<Scantable> which holds calibrated scans
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| 220 |     */
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| 221 |   casa::CountedPtr<Scantable> dofs( const casa::CountedPtr<Scantable>& s,
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| 222 |                                     const std::vector<int>& scans,
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| 223 |                                     int smoothref=1,
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| 224 |                                     casa::Float tsysv=0.0,
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| 225 |                                     casa::Float tau=0.0,
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| 226 |                                     casa::Float tcal=0.0 );
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| 227 | 
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| 228 |   /**
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| 229 |    * Calibrate data with Chopper-Wheel like calibration method 
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| 230 |    * which adopts position switching by antenna motion, 
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| 231 |    * wobbler (nutator) switching and On-The-Fly observation.
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| 232 |    * 
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| 233 |    * The method is applicable to APEX, and other telescopes other than GBT.
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| 234 |    *
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| 235 |    * @param a Scantable which contains ON and OFF scans
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| 236 |    * @param a string that indicates calibration mode 
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| 237 |    * @param a string that indicates antenna name
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| 238 |    **/
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| 239 |   casa::CountedPtr<Scantable> cwcal( const casa::CountedPtr<Scantable>& s,
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| 240 |                                        const casa::String calmode, 
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| 241 |                                        const casa::String antname );
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| 242 | 
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| 243 |   /**
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| 244 |    * Calibrate frequency switched scans with Chopper-Wheel like 
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| 245 |    * calibration method.
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| 246 |    *
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| 247 |    * The method is applicable to APEX, and other telescopes other than GBT.
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| 248 |    * 
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| 249 |    * @param a Scantable which contains ON and OFF scans
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| 250 |    * @param a string that indicates antenna name
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| 251 |    **/
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| 252 |   casa::CountedPtr<Scantable> cwcalfs( const casa::CountedPtr<Scantable>& s,
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| 253 |                                        const casa::String antname );
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| 254 | 
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| 255 | 
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| 256 |   /**
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| 257 |    * Folding frequency-switch data
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| 258 |    * @param sig
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| 259 |    * @param ref
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| 260 |    * @param choffset
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| 261 |    **/
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| 262 |   casa::CountedPtr<Scantable> dofold( const casa::CountedPtr<Scantable> &sig,
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| 263 |                                       const casa::CountedPtr<Scantable> &ref,
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| 264 |                                       casa::Double choffset,
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| 265 |                                       casa::Double choffset2 = 0.0 );
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| 266 | 
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| 267 |   /**
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| 268 |    * ALMA calibration
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| 269 |    **/
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| 270 |   casa::CountedPtr<Scantable> almacal( const casa::CountedPtr<Scantable>& s, 
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| 271 |                                        const casa::String calmode ) ;
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| 272 |   casa::CountedPtr<Scantable> almacalfs( const casa::CountedPtr<Scantable>& s ) ;
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| 273 | 
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| 274 |   casa::CountedPtr<Scantable>
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| 275 |     freqSwitch( const casa::CountedPtr<Scantable>& in );
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| 276 | 
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| 277 |   std::vector<float> statistic(const casa::CountedPtr<Scantable>& in,
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| 278 |                                const std::vector<bool>& mask,
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| 279 |                                const std::string& which);
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| 280 | 
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| 281 |   std::vector<float> statisticRow(const casa::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 |                                int row);
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| 285 | 
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| 286 |   std::vector< int > minMaxChan(const casa::CountedPtr<Scantable>& in,
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| 287 |                                 const std::vector<bool>& mask,
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| 288 |                                 const std::string& which);
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| 289 | 
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| 290 |   casa::CountedPtr<Scantable> bin( const casa::CountedPtr<Scantable>& in,
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| 291 |                                    int width=5);
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| 292 |   casa::CountedPtr<Scantable>
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| 293 |     resample(const casa::CountedPtr<Scantable>& in,
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| 294 |              const std::string& method, float width);
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| 295 | 
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| 296 |   casa::CountedPtr<Scantable>
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| 297 |     smooth(const casa::CountedPtr<Scantable>& in, const std::string& kernel,
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| 298 |                       float width, int order=2);
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| 299 | 
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| 300 |   casa::CountedPtr<Scantable>
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| 301 |     gainElevation(const casa::CountedPtr<Scantable>& in,
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| 302 |                   const std::vector<float>& coeff,
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| 303 |                   const std::string& fileName,
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| 304 |                   const std::string& method);
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| 305 |   casa::CountedPtr<Scantable>
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| 306 |     convertFlux(const casa::CountedPtr<Scantable>& in, float d,
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| 307 |                 float etaap, float jyperk);
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| 308 | 
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| 309 |   casa::CountedPtr<Scantable> opacity(const casa::CountedPtr<Scantable>& in,
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| 310 |                                       const std::vector<float>& tau);
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| 311 | 
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| 312 |   casa::CountedPtr<Scantable>
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| 313 |     merge(const std::vector<casa::CountedPtr<Scantable> >& in);
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| 314 | 
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| 315 |   casa::CountedPtr<Scantable>
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| 316 |     invertPhase( const casa::CountedPtr<Scantable>& in);
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| 317 | 
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| 318 |   casa::CountedPtr<Scantable>
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| 319 |     rotateXYPhase( const casa::CountedPtr<Scantable>& in, float phase);
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| 320 | 
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| 321 |   casa::CountedPtr<Scantable>
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| 322 |     rotateLinPolPhase( const casa::CountedPtr<Scantable>& in, float phase);
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| 323 | 
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| 324 |   casa::CountedPtr<Scantable>
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| 325 |     swapPolarisations(const casa::CountedPtr<Scantable>& in);
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| 326 | 
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| 327 |   casa::CountedPtr<Scantable>
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| 328 |     frequencyAlign( const casa::CountedPtr<Scantable>& in,
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| 329 |                     const std::string& refTime = "",
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| 330 |                     const std::string& method = "cubic" );
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| 331 | 
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| 332 |   casa::CountedPtr<Scantable>
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| 333 |     convertPolarisation( const casa::CountedPtr<Scantable>& in,
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| 334 |                          const std::string& newtype);
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| 335 | 
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| 336 |   casa::CountedPtr<Scantable>
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| 337 |     mxExtract( const casa::CountedPtr<Scantable>& in,
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| 338 |                const std::string& srctype = "on");
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| 339 | 
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| 340 |   /**
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| 341 |    * "hard" flag the data, this flags everything selected in setSelection()
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| 342 |    * @param frequency the frequency to remove
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| 343 |    * @param width the number of lags to flag left to the side of the frequency
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| 344 |    */
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| 345 |   casa::CountedPtr<Scantable>
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| 346 |     lagFlag( const casa::CountedPtr<Scantable>& in, double start,
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| 347 |              double end, const std::string& mode="frequency");
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| 348 | 
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| 349 |   std::vector<float>
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| 350 |     fft( const casa::CountedPtr<Scantable>& in,
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| 351 |          const std::vector<int>& whichrow, 
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| 352 |          bool getRealImag=false );
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| 353 | 
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| 354 |   // test for average spectra with different channel/resolution
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| 355 |   casa::CountedPtr<Scantable>
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| 356 |     new_average( const std::vector<casa::CountedPtr<Scantable> >& in,
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| 357 |                  const bool& compel, 
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| 358 |                  const std::vector<bool>& mask = std::vector<bool>(),
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| 359 |                  const std::string& weight = "NONE",
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| 360 |                  const std::string& avmode = "SCAN" )
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| 361 |     throw (casa::AipsError) ;
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| 362 | 
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| 363 | private:
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| 364 |   casa::CountedPtr<Scantable>  applyToPol( const casa::CountedPtr<Scantable>& in,
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| 365 |                                            STPol::polOperation fptr,
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| 366 |                                            casa::Float phase);
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| 367 | 
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| 368 |   static imethod stringToIMethod(const std::string& in);
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| 369 |   static WeightType stringToWeight(const std::string& in);
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| 370 | 
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| 371 |   void scaleByVector(casa::Table& in,
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| 372 |                      const casa::Vector<casa::Float>& factor,
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| 373 |                      bool dotsys);
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| 374 | 
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| 375 |   void scaleFromAsciiTable(casa::Table& in, const std::string& filename,
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| 376 |                            const std::string& method,
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| 377 |                            const casa::Vector<casa::Float>& xout,
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| 378 |                            bool dotsys);
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| 379 | 
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| 380 |   void scaleFromTable(casa::Table& in, const casa::Table& table,
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| 381 |                       const std::string& method,
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| 382 |                       const casa::Vector<casa::Float>& xout, bool dotsys);
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| 383 | 
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| 384 |   void convertBrightnessUnits(casa::CountedPtr<Scantable>& in,
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| 385 |                               bool tokelvin, float cfac);
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| 386 | 
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| 387 |   casa::CountedPtr< Scantable >
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| 388 |     smoothOther( const casa::CountedPtr< Scantable >& in,
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| 389 |                  const std::string& kernel,
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| 390 |                  float width, int order=2 );
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| 391 | 
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| 392 |   casa::CountedPtr< Scantable >
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| 393 |     getScantable(const casa::CountedPtr< Scantable >& in, bool droprows);
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| 394 | 
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| 395 |   casa::MaskedArray<casa::Float>
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| 396 |     maskedArray( const casa::Vector<casa::Float>& s,
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| 397 |                  const casa::Vector<casa::uChar>& f );
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| 398 |   casa::MaskedArray<casa::Double>
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| 399 |     maskedArray( const casa::Vector<casa::Double>& s,
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| 400 |                  const casa::Vector<casa::uChar>& f );
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| 401 |   casa::Vector<casa::uChar>
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| 402 |     flagsFromMA(const casa::MaskedArray<casa::Float>& ma);
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| 403 | 
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| 404 |   vector<float> getSpectrumFromTime( string reftime, casa::CountedPtr<Scantable>& s, string mode = "before" ) ;
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| 405 |   casa::Vector<casa::Float> getSpectrumFromTime( double reftime, casa::Vector<casa::Double> &v, const casa::CountedPtr<Scantable>& s, string mode = "before" ) ;
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| 406 |   casa::Vector<casa::Float> getSpectrumFromTime( double reftime, const casa::Vector<casa::Double> &v, const casa::Matrix<casa::Float>& sp, string mode = "before" ) ;
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| 407 |   void getSpectrumFromTime2( casa::Vector<casa::Float> &sp, double reftime, casa::Vector<casa::Double> &v, const casa::CountedPtr<Scantable>& s, string mode = "before" ) ;
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| 408 |   vector<float> getTcalFromTime( string reftime, casa::CountedPtr<Scantable>& s, string mode="before" ) ;
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| 409 |   vector<float> getTsysFromTime( string reftime, casa::CountedPtr<Scantable>& s, string mode="before" ) ;
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| 410 |   vector<int> getRowIdFromTime( string reftime, casa::CountedPtr<Scantable>& s ) ;
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| 411 |   vector<int> getRowIdFromTime( double reftime, const casa::Vector<casa::Double>& t ) ;
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| 412 | 
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| 413 |   // Chopper-Wheel type calibration
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| 414 |   vector<float> getCalibratedSpectra( casa::CountedPtr<Scantable>& on,
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| 415 |                                       casa::CountedPtr<Scantable>& off,
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| 416 |                                       casa::CountedPtr<Scantable>& sky,
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| 417 |                                       casa::CountedPtr<Scantable>& hot,
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| 418 |                                       casa::CountedPtr<Scantable>& cold,
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| 419 |                                       int index,
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| 420 |                                       string antname ) ;
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| 421 |   // Tsys * (ON-OFF)/OFF
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| 422 |   vector<float> getCalibratedSpectra( casa::CountedPtr<Scantable>& on,
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| 423 |                                       casa::CountedPtr<Scantable>& off,
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| 424 |                                       int index ) ;
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| 425 |   void calibrateALMA( casa::CountedPtr<Scantable>& out,
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| 426 |                       const casa::CountedPtr<Scantable>& on,
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| 427 |                       const casa::CountedPtr<Scantable>& off,
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| 428 |                       casa::Vector<casa::uInt>& rows ) ;
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| 429 |   vector<float> getFSCalibratedSpectra( casa::CountedPtr<Scantable>& sig,
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| 430 |                                         casa::CountedPtr<Scantable>& ref,
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| 431 |                                         casa::CountedPtr<Scantable>& sky,
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| 432 |                                         casa::CountedPtr<Scantable>& hot,
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| 433 |                                         casa::CountedPtr<Scantable>& cold,
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| 434 |                                         int index ) ;
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| 435 |   vector<float> getFSCalibratedSpectra( casa::CountedPtr<Scantable>& sig,
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| 436 |                                         casa::CountedPtr<Scantable>& ref,
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| 437 |                                         vector< casa::CountedPtr<Scantable> >& sky,
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| 438 |                                         vector< casa::CountedPtr<Scantable> >& hot,
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| 439 |                                         vector< casa::CountedPtr<Scantable> >& cold,
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| 440 |                                         int index ) ;
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| 441 |   double getMJD( string strtime ) ;
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| 442 |   void copyRows( casa::Table &out, 
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| 443 |                  const casa::Table &in, 
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| 444 |                  casa::uInt startout, 
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| 445 |                  casa::uInt startin, 
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| 446 |                  casa::uInt nrow, 
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| 447 |                  casa::Bool copySpectra=true,
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| 448 |                  casa::Bool copyFlagtra=true, 
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| 449 |                  casa::Bool copyTsys=true ) ; 
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| 450 | 
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| 451 |   bool insitu_;
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| 452 | };
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| 453 | 
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| 454 | }
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| 455 | #endif
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