1 | //#---------------------------------------------------------------------------
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2 | //# SDLineFinder.h: A class for automated spectral line search
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3 | //#---------------------------------------------------------------------------
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4 | //# Copyright (C) 2004
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5 | //# ATNF
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6 | //#
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7 | //# This program is free software; you can redistribute it and/or modify it
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8 | //# under the terms of the GNU General Public License as published by the Free
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9 | //# Software Foundation; either version 2 of the License, or (at your option)
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10 | //# any later version.
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11 | //#
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12 | //# This program is distributed in the hope that it will be useful, but
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13 | //# WITHOUT ANY WARRANTY; without even the implied warranty of
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14 | //# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General
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15 | //# Public License for more details.
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16 | //#
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17 | //# You should have received a copy of the GNU General Public License along
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18 | //# with this program; if not, write to the Free Software Foundation, Inc.,
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19 | //# 675 Massachusetts Ave, Cambridge, MA 02139, USA.
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20 | //#
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21 | //# Correspondence concerning this software should be addressed as follows:
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22 | //# Internet email: Malte.Marquarding@csiro.au
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23 | //# Postal address: Malte Marquarding,
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24 | //# Australia Telescope National Facility,
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25 | //# P.O. Box 76,
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26 | //# Epping, NSW, 2121,
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27 | //# AUSTRALIA
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28 | //#
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29 | //# $Id:
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30 | //#---------------------------------------------------------------------------
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31 | #ifndef SDLINEFINDER_H
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32 | #define SDLINEFINDER_H
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33 |
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34 | // STL
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35 | #include <vector>
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36 | #include <list>
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37 | #include <utility>
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38 | #include <exception>
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39 |
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40 | // boost
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41 | #include <boost/python.hpp>
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42 |
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43 | // AIPS++
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44 | #include <casa/aips.h>
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45 | #include <casa/Exceptions/Error.h>
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46 | #include <casa/Arrays/Vector.h>
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47 | #include <casa/Utilities/Assert.h>
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48 | #include <casa/Utilities/CountedPtr.h>
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49 |
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50 | // ASAP
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51 | #include "SDMemTableWrapper.h"
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52 | #include "SDMemTable.h"
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53 |
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54 | namespace asap {
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55 |
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56 | ///////////////////////////////////////////////////////////////////////////////
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57 | //
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58 | // LFLineListOperations - a class incapsulating operations with line lists
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59 | // The LF prefix stands for Line Finder
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60 | //
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61 |
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62 | struct LFLineListOperations {
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63 | // concatenate two lists preserving the order. If two lines appear to
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64 | // be adjacent or have a non-void intersection, they are joined into
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65 | // the new line
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66 | static void addNewSearchResult(const std::list<std::pair<int, int> >
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67 | &newlines, std::list<std::pair<int, int> > &lines_list)
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68 | throw(casa::AipsError);
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69 |
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70 | // extend all line ranges to the point where a value stored in the
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71 | // specified vector changes (e.g. value-mean change its sign)
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72 | // This operation is necessary to include line wings, which are below
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73 | // the detection threshold. If lines becomes adjacent, they are
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74 | // merged together. Any masked channel stops the extension
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75 | static void searchForWings(std::list<std::pair<int, int> > &newlines,
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76 | const casa::Vector<casa::Int> &signs,
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77 | const casa::Vector<casa::Bool> &mask,
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78 | const std::pair<int,int> &edge)
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79 | throw(casa::AipsError);
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80 | protected:
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81 |
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82 | // An auxiliary object function to test whether two lines have a non-void
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83 | // intersection
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84 | class IntersectsWith : public std::unary_function<pair<int,int>, bool> {
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85 | std::pair<int,int> line1; // range of the first line
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86 | // start channel and stop+1
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87 | public:
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88 | IntersectsWith(const std::pair<int,int> &in_line1);
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89 | // return true if line2 intersects with line1 with at least one
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90 | // common channel, and false otherwise
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91 | bool operator()(const std::pair<int,int> &line2) const throw();
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92 | };
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93 |
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94 | // An auxiliary object function to build a union of several lines
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95 | // to account for a possibility of merging the nearby lines
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96 | class BuildUnion {
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97 | std::pair<int,int> temp_line; // range of the first line
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98 | // start channel and stop+1
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99 | public:
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100 | BuildUnion(const std::pair<int,int> &line1);
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101 | // update temp_line with a union of temp_line and new_line
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102 | // provided there is no gap between the lines
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103 | void operator()(const std::pair<int,int> &new_line) throw();
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104 | // return the result (temp_line)
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105 | const std::pair<int,int>& result() const throw();
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106 | };
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107 |
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108 | // An auxiliary object function to test whether a specified line
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109 | // is at lower spectral channels (to preserve the order in the line list)
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110 | class LaterThan : public std::unary_function<pair<int,int>, bool> {
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111 | std::pair<int,int> line1; // range of the first line
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112 | // start channel and stop+1
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113 | public:
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114 | LaterThan(const std::pair<int,int> &in_line1);
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115 |
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116 | // return true if line2 should be placed later than line1
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117 | // in the ordered list (so, it is at greater channel numbers)
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118 | bool operator()(const std::pair<int,int> &line2) const throw();
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119 | };
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120 |
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121 |
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122 | };
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123 |
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124 | //
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125 | ///////////////////////////////////////////////////////////////////////////////
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126 |
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127 | ///////////////////////////////////////////////////////////////////////////////
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128 | //
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129 | // SDLineFinder - a class for automated spectral line search
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130 | //
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131 | //
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132 |
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133 | struct SDLineFinder : protected LFLineListOperations {
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134 | SDLineFinder() throw();
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135 | virtual ~SDLineFinder() throw(casa::AipsError);
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136 |
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137 | // set the parameters controlling algorithm
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138 | // in_threshold a single channel threshold default is sqrt(3), which
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139 | // means together with 3 minimum channels at least 3 sigma
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140 | // detection criterion
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141 | // For bad baseline shape, in_threshold may need to be
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142 | // increased
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143 | // in_min_nchan minimum number of channels above the threshold to report
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144 | // a detection, default is 3
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145 | // in_avg_limit perform the averaging of no more than in_avg_limit
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146 | // adjacent channels to search for broad lines
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147 | // Default is 8, but for a bad baseline shape this
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148 | // parameter should be decreased (may be even down to a
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149 | // minimum of 1 to disable this option) to avoid
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150 | // confusing of baseline undulations with a real line.
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151 | // Setting a very large value doesn't usually provide
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152 | // valid detections.
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153 | // in_box_size the box size for running mean calculation. Default is
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154 | // 1./5. of the whole spectrum size
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155 | void setOptions(const casa::Float &in_threshold=sqrt(3.),
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156 | const casa::Int &in_min_nchan=3,
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157 | const casa::Int &in_avg_limit=8,
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158 | const casa::Float &in_box_size=0.2) throw();
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159 |
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160 | // set the scan to work with (in_scan parameter), associated mask (in_mask
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161 | // parameter) and the edge channel rejection (in_edge parameter)
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162 | // if in_edge has zero length, all channels chosen by mask will be used
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163 | // if in_edge has one element only, it represents the number of
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164 | // channels to drop from both sides of the spectrum
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165 | // in_edge is introduced for convinience, although all functionality
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166 | // can be achieved using a spectrum mask only
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167 | void setScan(const SDMemTableWrapper &in_scan,
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168 | const std::vector<bool> &in_mask,
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169 | const boost::python::tuple &in_edge) throw(casa::AipsError);
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170 |
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171 | // search for spectral lines for a row specified by whichRow and
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172 | // Beam/IF/Pol specified by current cursor set for the scantable
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173 | // Number of lines found is returned
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174 | int findLines(const casa::uInt &whichRow = 0) throw(casa::AipsError);
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175 |
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176 | // get the mask to mask out all lines that have been found (default)
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177 | // if invert=true, only channels belong to lines will be unmasked
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178 | // Note: all channels originally masked by the input mask (in_mask
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179 | // in setScan) or dropped out by the edge parameter (in_edge
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180 | // in setScan) are still excluded regardless on the invert option
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181 | std::vector<bool> getMask(bool invert=false) const throw(casa::AipsError);
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182 |
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183 | // get range for all lines found. The same units as used in the scan
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184 | // will be returned (e.g. velocity instead of channels).
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185 | std::vector<double> getLineRanges() const throw(casa::AipsError);
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186 | // The same as getLineRanges, but channels are always used to specify
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187 | // the range
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188 | std::vector<int> getLineRangesInChannels() const throw(casa::AipsError);
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189 | protected:
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190 | // auxiliary function to average adjacent channels and update the mask
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191 | // if at least one channel involved in summation is masked, all
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192 | // output channels will be masked. This function works with the
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193 | // spectrum and edge fields of this class, but updates the mask
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194 | // array specified, rather than the field of this class
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195 | // boxsize - a number of adjacent channels to average
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196 | void averageAdjacentChannels(casa::Vector<casa::Bool> &mask2update,
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197 | const casa::Int &boxsize)
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198 | throw(casa::AipsError);
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199 |
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200 | // auxiliary function to fit and subtract a polynomial from the current
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201 | // spectrum. It uses the SDFitter class. This action is required before
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202 | // reducing the spectral resolution if the baseline shape is bad
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203 | void subtractBaseline(const casa::Vector<casa::Bool> &temp_mask,
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204 | const casa::Int &order) throw(casa::AipsError);
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205 |
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206 | // an auxiliary function to remove all lines from the list, except the
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207 | // strongest one (by absolute value). If the lines removed are real,
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208 | // they will be find again at the next iteration. This approach
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209 | // increases the number of iterations required, but is able to remove
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210 | // the sidelobes likely to occur near strong lines.
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211 | // Later a better criterion may be implemented, e.g.
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212 | // taking into consideration the brightness of different lines. Now
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213 | // use the simplest solution
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214 | // temp_mask - mask to work with (may be different from original mask as
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215 | // the lines previously found may be masked)
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216 | // lines2update - a list of lines to work with
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217 | // nothing will be done if it is empty
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218 | // max_box_nchan - channels in the running box for baseline filtering
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219 | void keepStrongestOnly(const casa::Vector<casa::Bool> &temp_mask,
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220 | std::list<std::pair<int, int> > &lines2update,
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221 | int max_box_nchan)
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222 | throw (casa::AipsError);
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223 | private:
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224 | casa::CountedConstPtr<SDMemTable> scan; // the scan to work with
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225 | casa::Vector<casa::Bool> mask; // associated mask
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226 | std::pair<int,int> edge; // start and stop+1 channels
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227 | // to work with
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228 | casa::Float threshold; // detection threshold - the
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229 | // minimal signal to noise ratio
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230 | casa::Double box_size; // size of the box for running
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231 | // mean calculations, specified as
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232 | // a fraction of the whole spectrum
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233 | int min_nchan; // A minimum number of consequtive
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234 | // channels, which should satisfy
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235 | // the detection criterion, to be
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236 | // a detection
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237 | casa::Int avg_limit; // perform the averaging of no
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238 | // more than in_avg_limit
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239 | // adjacent channels to search
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240 | // for broad lines. see setOptions
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241 | casa::uInt last_row_used; // the Row number specified
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242 | // during the last findLines call
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243 | std::list<std::pair<int, int> > lines; // container of start and stop+1
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244 | // channels of the spectral lines
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245 | // a buffer for the spectrum
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246 | mutable casa::Vector<casa::Float> spectrum;
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247 | };
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248 |
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249 | //
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250 | ///////////////////////////////////////////////////////////////////////////////
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251 |
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252 | } // namespace asap
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253 | #endif // #ifndef SDLINEFINDER_H
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