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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