source: trunk/src/Scantable.cpp @ 3039

Last change on this file since 3039 was 3039, checked in by Kana Sugimoto, 9 years ago

New Development: No

JIRA Issue: No (a fix to bug reported by Malte)

Ready for Test: Yes

Interface Changes: No

What Interface Changed:

Test Programs:

Put in Release Notes: No

Module(s): baseline subtraction in scantable module

Description: Proper handling of mask=[] (default) in Scantable::getCompositeChanMask


  • Property svn:eol-style set to native
  • Property svn:keywords set to Author Date Id Revision
File size: 170.4 KB
RevLine 
[805]1//
2// C++ Implementation: Scantable
3//
4// Description:
5//
6//
[2791]7// Author: Malte Marquarding <asap@atnf.csiro.au>, (C) 2005-2013
[805]8//
9// Copyright: See COPYING file that comes with this distribution
10//
11//
[206]12#include <map>
[2591]13#include <sys/time.h>
[206]14
[2186]15#include <atnf/PKSIO/SrcType.h>
16
[125]17#include <casa/aips.h>
[2186]18#include <casa/iomanip.h>
[80]19#include <casa/iostream.h>
[2186]20#include <casa/OS/File.h>
[805]21#include <casa/OS/Path.h>
[2658]22#include <casa/Logging/LogIO.h>
[80]23#include <casa/Arrays/Array.h>
[2186]24#include <casa/Arrays/ArrayAccessor.h>
25#include <casa/Arrays/ArrayLogical.h>
[80]26#include <casa/Arrays/ArrayMath.h>
27#include <casa/Arrays/MaskArrMath.h>
[2186]28#include <casa/Arrays/Slice.h>
[1325]29#include <casa/Arrays/Vector.h>
[455]30#include <casa/Arrays/VectorSTLIterator.h>
[418]31#include <casa/BasicMath/Math.h>
[504]32#include <casa/BasicSL/Constants.h>
[2186]33#include <casa/Containers/RecordField.h>
34#include <casa/Logging/LogIO.h>
[286]35#include <casa/Quanta/MVAngle.h>
[2186]36#include <casa/Quanta/MVTime.h>
[902]37#include <casa/Utilities/GenSort.h>
[3026]38#include <casa/Utilities/Assert.h>
[2]39
[2186]40#include <coordinates/Coordinates/CoordinateUtil.h>
[2]41
[1325]42// needed to avoid error in .tcc
43#include <measures/Measures/MCDirection.h>
44//
45#include <measures/Measures/MDirection.h>
[2186]46#include <measures/Measures/MEpoch.h>
[80]47#include <measures/Measures/MFrequency.h>
[2186]48#include <measures/Measures/MeasRef.h>
49#include <measures/Measures/MeasTable.h>
50#include <measures/TableMeasures/ScalarMeasColumn.h>
51#include <measures/TableMeasures/TableMeasDesc.h>
[805]52#include <measures/TableMeasures/TableMeasRefDesc.h>
53#include <measures/TableMeasures/TableMeasValueDesc.h>
[2]54
[2186]55#include <tables/Tables/ArrColDesc.h>
56#include <tables/Tables/ExprNode.h>
57#include <tables/Tables/ScaColDesc.h>
58#include <tables/Tables/SetupNewTab.h>
59#include <tables/Tables/TableCopy.h>
60#include <tables/Tables/TableDesc.h>
61#include <tables/Tables/TableIter.h>
62#include <tables/Tables/TableParse.h>
63#include <tables/Tables/TableRecord.h>
64#include <tables/Tables/TableRow.h>
65#include <tables/Tables/TableVector.h>
66
67#include "MathUtils.h"
68#include "STAttr.h"
[2737]69#include "STBaselineTable.h"
[2186]70#include "STLineFinder.h"
71#include "STPolCircular.h"
[896]72#include "STPolLinear.h"
[913]73#include "STPolStokes.h"
[2321]74#include "STUpgrade.h"
[2666]75#include "STFitter.h"
[2186]76#include "Scantable.h"
[2]77
[2462]78#define debug 1
79
[125]80using namespace casa;
[2]81
[805]82namespace asap {
83
[896]84std::map<std::string, STPol::STPolFactory *> Scantable::factories_;
85
86void Scantable::initFactories() {
87  if ( factories_.empty() ) {
88    Scantable::factories_["linear"] = &STPolLinear::myFactory;
[1323]89    Scantable::factories_["circular"] = &STPolCircular::myFactory;
[913]90    Scantable::factories_["stokes"] = &STPolStokes::myFactory;
[896]91  }
92}
93
[805]94Scantable::Scantable(Table::TableType ttype) :
[852]95  type_(ttype)
[206]96{
[896]97  initFactories();
[805]98  setupMainTable();
[2346]99  freqTable_ = STFrequencies(*this);
100  table_.rwKeywordSet().defineTable("FREQUENCIES", freqTable_.table());
[852]101  weatherTable_ = STWeather(*this);
[805]102  table_.rwKeywordSet().defineTable("WEATHER", weatherTable_.table());
[852]103  focusTable_ = STFocus(*this);
[805]104  table_.rwKeywordSet().defineTable("FOCUS", focusTable_.table());
[852]105  tcalTable_ = STTcal(*this);
[805]106  table_.rwKeywordSet().defineTable("TCAL", tcalTable_.table());
[852]107  moleculeTable_ = STMolecules(*this);
[805]108  table_.rwKeywordSet().defineTable("MOLECULES", moleculeTable_.table());
[860]109  historyTable_ = STHistory(*this);
110  table_.rwKeywordSet().defineTable("HISTORY", historyTable_.table());
[959]111  fitTable_ = STFit(*this);
112  table_.rwKeywordSet().defineTable("FIT", fitTable_.table());
[1881]113  table_.tableInfo().setType( "Scantable" ) ;
[805]114  originalTable_ = table_;
[322]115  attach();
[18]116}
[206]117
[805]118Scantable::Scantable(const std::string& name, Table::TableType ttype) :
[852]119  type_(ttype)
[206]120{
[896]121  initFactories();
[1819]122
[865]123  Table tab(name, Table::Update);
[1009]124  uInt version = tab.keywordSet().asuInt("VERSION");
[483]125  if (version != version_) {
[2321]126      STUpgrade upgrader(version_);
[2162]127      LogIO os( LogOrigin( "Scantable" ) ) ;
128      os << LogIO::WARN
[2321]129         << name << " data format version " << version
130         << " is deprecated" << endl
131         << "Running upgrade."<< endl 
[2162]132         << LogIO::POST ; 
[2321]133      std::string outname = upgrader.upgrade(name);
[2332]134      if ( outname != name ) {
135        os << LogIO::WARN
136           << "Data will be loaded from " << outname << " instead of "
137           << name << LogIO::POST ;
138        tab = Table(outname, Table::Update ) ;
139      }
[483]140  }
[1009]141  if ( type_ == Table::Memory ) {
[852]142    table_ = tab.copyToMemoryTable(generateName());
[1009]143  } else {
[805]144    table_ = tab;
[1009]145  }
[1881]146  table_.tableInfo().setType( "Scantable" ) ;
[1009]147
[859]148  attachSubtables();
[805]149  originalTable_ = table_;
[329]150  attach();
[2]151}
[1819]152/*
153Scantable::Scantable(const std::string& name, Table::TableType ttype) :
154  type_(ttype)
155{
156  initFactories();
157  Table tab(name, Table::Update);
158  uInt version = tab.keywordSet().asuInt("VERSION");
159  if (version != version_) {
160    throw(AipsError("Unsupported version of ASAP file."));
161  }
162  if ( type_ == Table::Memory ) {
163    table_ = tab.copyToMemoryTable(generateName());
164  } else {
165    table_ = tab;
166  }
[2]167
[1819]168  attachSubtables();
169  originalTable_ = table_;
170  attach();
171}
172*/
173
[2658]174Scantable::Scantable( const Scantable& other, bool clear )
[206]175{
[805]176  // with or without data
[859]177  String newname = String(generateName());
[865]178  type_ = other.table_.tableType();
[859]179  if ( other.table_.tableType() == Table::Memory ) {
180      if ( clear ) {
181        table_ = TableCopy::makeEmptyMemoryTable(newname,
182                                                 other.table_, True);
[2818]183      } else {
[859]184        table_ = other.table_.copyToMemoryTable(newname);
[2818]185      }
[16]186  } else {
[915]187      other.table_.deepCopy(newname, Table::New, False,
188                            other.table_.endianFormat(),
[865]189                            Bool(clear));
190      table_ = Table(newname, Table::Update);
191      table_.markForDelete();
192  }
[1881]193  table_.tableInfo().setType( "Scantable" ) ;
[1111]194  /// @todo reindex SCANNO, recompute nbeam, nif, npol
[2846]195  if ( clear ) copySubtables(other);
[859]196  attachSubtables();
[805]197  originalTable_ = table_;
[322]198  attach();
[2]199}
200
[865]201void Scantable::copySubtables(const Scantable& other) {
202  Table t = table_.rwKeywordSet().asTable("FREQUENCIES");
[2346]203  TableCopy::copyRows(t, other.freqTable_.table());
[865]204  t = table_.rwKeywordSet().asTable("FOCUS");
205  TableCopy::copyRows(t, other.focusTable_.table());
206  t = table_.rwKeywordSet().asTable("WEATHER");
207  TableCopy::copyRows(t, other.weatherTable_.table());
208  t = table_.rwKeywordSet().asTable("TCAL");
209  TableCopy::copyRows(t, other.tcalTable_.table());
210  t = table_.rwKeywordSet().asTable("MOLECULES");
211  TableCopy::copyRows(t, other.moleculeTable_.table());
212  t = table_.rwKeywordSet().asTable("HISTORY");
213  TableCopy::copyRows(t, other.historyTable_.table());
[972]214  t = table_.rwKeywordSet().asTable("FIT");
215  TableCopy::copyRows(t, other.fitTable_.table());
[865]216}
217
[859]218void Scantable::attachSubtables()
219{
[2346]220  freqTable_ = STFrequencies(table_);
[859]221  focusTable_ = STFocus(table_);
222  weatherTable_ = STWeather(table_);
223  tcalTable_ = STTcal(table_);
224  moleculeTable_ = STMolecules(table_);
[860]225  historyTable_ = STHistory(table_);
[972]226  fitTable_ = STFit(table_);
[859]227}
228
[805]229Scantable::~Scantable()
[206]230{
[2]231}
232
[805]233void Scantable::setupMainTable()
[206]234{
[805]235  TableDesc td("", "1", TableDesc::Scratch);
236  td.comment() = "An ASAP Scantable";
[1009]237  td.rwKeywordSet().define("VERSION", uInt(version_));
[2]238
[805]239  // n Cycles
240  td.addColumn(ScalarColumnDesc<uInt>("SCANNO"));
241  // new index every nBeam x nIF x nPol
242  td.addColumn(ScalarColumnDesc<uInt>("CYCLENO"));
[2]243
[805]244  td.addColumn(ScalarColumnDesc<uInt>("BEAMNO"));
245  td.addColumn(ScalarColumnDesc<uInt>("IFNO"));
[972]246  // linear, circular, stokes
[805]247  td.rwKeywordSet().define("POLTYPE", String("linear"));
248  td.addColumn(ScalarColumnDesc<uInt>("POLNO"));
[138]249
[805]250  td.addColumn(ScalarColumnDesc<uInt>("FREQ_ID"));
251  td.addColumn(ScalarColumnDesc<uInt>("MOLECULE_ID"));
[80]252
[1819]253  ScalarColumnDesc<Int> refbeamnoColumn("REFBEAMNO");
254  refbeamnoColumn.setDefault(Int(-1));
255  td.addColumn(refbeamnoColumn);
256
257  ScalarColumnDesc<uInt> flagrowColumn("FLAGROW");
258  flagrowColumn.setDefault(uInt(0));
259  td.addColumn(flagrowColumn);
260
[805]261  td.addColumn(ScalarColumnDesc<Double>("TIME"));
262  TableMeasRefDesc measRef(MEpoch::UTC); // UTC as default
263  TableMeasValueDesc measVal(td, "TIME");
264  TableMeasDesc<MEpoch> mepochCol(measVal, measRef);
265  mepochCol.write(td);
[483]266
[805]267  td.addColumn(ScalarColumnDesc<Double>("INTERVAL"));
268
[2]269  td.addColumn(ScalarColumnDesc<String>("SRCNAME"));
[805]270  // Type of source (on=0, off=1, other=-1)
[1503]271  ScalarColumnDesc<Int> stypeColumn("SRCTYPE");
272  stypeColumn.setDefault(Int(-1));
273  td.addColumn(stypeColumn);
[805]274  td.addColumn(ScalarColumnDesc<String>("FIELDNAME"));
275
276  //The actual Data Vectors
[2]277  td.addColumn(ArrayColumnDesc<Float>("SPECTRA"));
278  td.addColumn(ArrayColumnDesc<uChar>("FLAGTRA"));
[89]279  td.addColumn(ArrayColumnDesc<Float>("TSYS"));
[805]280
281  td.addColumn(ArrayColumnDesc<Double>("DIRECTION",
282                                       IPosition(1,2),
283                                       ColumnDesc::Direct));
284  TableMeasRefDesc mdirRef(MDirection::J2000); // default
285  TableMeasValueDesc tmvdMDir(td, "DIRECTION");
286  // the TableMeasDesc gives the column a type
287  TableMeasDesc<MDirection> mdirCol(tmvdMDir, mdirRef);
[987]288  // a uder set table type e.g. GALCTIC, B1950 ...
289  td.rwKeywordSet().define("DIRECTIONREF", String("J2000"));
[805]290  // writing create the measure column
291  mdirCol.write(td);
[923]292  td.addColumn(ScalarColumnDesc<Float>("AZIMUTH"));
293  td.addColumn(ScalarColumnDesc<Float>("ELEVATION"));
[1047]294  td.addColumn(ScalarColumnDesc<Float>("OPACITY"));
[105]295
[805]296  td.addColumn(ScalarColumnDesc<uInt>("TCAL_ID"));
[972]297  ScalarColumnDesc<Int> fitColumn("FIT_ID");
[973]298  fitColumn.setDefault(Int(-1));
[972]299  td.addColumn(fitColumn);
[805]300
301  td.addColumn(ScalarColumnDesc<uInt>("FOCUS_ID"));
302  td.addColumn(ScalarColumnDesc<uInt>("WEATHER_ID"));
303
[999]304  // columns which just get dragged along, as they aren't used in asap
305  td.addColumn(ScalarColumnDesc<Double>("SRCVELOCITY"));
306  td.addColumn(ArrayColumnDesc<Double>("SRCPROPERMOTION"));
307  td.addColumn(ArrayColumnDesc<Double>("SRCDIRECTION"));
308  td.addColumn(ArrayColumnDesc<Double>("SCANRATE"));
309
[805]310  td.rwKeywordSet().define("OBSMODE", String(""));
311
[418]312  // Now create Table SetUp from the description.
[859]313  SetupNewTable aNewTab(generateName(), td, Table::Scratch);
[852]314  table_ = Table(aNewTab, type_, 0);
[805]315  originalTable_ = table_;
316}
[418]317
[805]318void Scantable::attach()
[455]319{
[805]320  timeCol_.attach(table_, "TIME");
321  srcnCol_.attach(table_, "SRCNAME");
[1068]322  srctCol_.attach(table_, "SRCTYPE");
[805]323  specCol_.attach(table_, "SPECTRA");
324  flagsCol_.attach(table_, "FLAGTRA");
[865]325  tsysCol_.attach(table_, "TSYS");
[805]326  cycleCol_.attach(table_,"CYCLENO");
327  scanCol_.attach(table_, "SCANNO");
328  beamCol_.attach(table_, "BEAMNO");
[847]329  ifCol_.attach(table_, "IFNO");
330  polCol_.attach(table_, "POLNO");
[805]331  integrCol_.attach(table_, "INTERVAL");
332  azCol_.attach(table_, "AZIMUTH");
333  elCol_.attach(table_, "ELEVATION");
334  dirCol_.attach(table_, "DIRECTION");
335  fldnCol_.attach(table_, "FIELDNAME");
336  rbeamCol_.attach(table_, "REFBEAMNO");
[455]337
[1730]338  mweatheridCol_.attach(table_,"WEATHER_ID");
[805]339  mfitidCol_.attach(table_,"FIT_ID");
340  mfreqidCol_.attach(table_, "FREQ_ID");
341  mtcalidCol_.attach(table_, "TCAL_ID");
342  mfocusidCol_.attach(table_, "FOCUS_ID");
343  mmolidCol_.attach(table_, "MOLECULE_ID");
[1819]344
345  //Add auxiliary column for row-based flagging (CAS-1433 Wataru Kawasaki)
346  attachAuxColumnDef(flagrowCol_, "FLAGROW", 0);
347
[455]348}
349
[1819]350template<class T, class T2>
351void Scantable::attachAuxColumnDef(ScalarColumn<T>& col,
352                                   const String& colName,
353                                   const T2& defValue)
354{
355  try {
356    col.attach(table_, colName);
357  } catch (TableError& err) {
358    String errMesg = err.getMesg();
359    if (errMesg == "Table column " + colName + " is unknown") {
360      table_.addColumn(ScalarColumnDesc<T>(colName));
361      col.attach(table_, colName);
362      col.fillColumn(static_cast<T>(defValue));
363    } else {
364      throw;
365    }
366  } catch (...) {
367    throw;
368  }
369}
370
371template<class T, class T2>
372void Scantable::attachAuxColumnDef(ArrayColumn<T>& col,
373                                   const String& colName,
374                                   const Array<T2>& defValue)
375{
376  try {
377    col.attach(table_, colName);
378  } catch (TableError& err) {
379    String errMesg = err.getMesg();
380    if (errMesg == "Table column " + colName + " is unknown") {
381      table_.addColumn(ArrayColumnDesc<T>(colName));
382      col.attach(table_, colName);
383
384      int size = 0;
385      ArrayIterator<T2>& it = defValue.begin();
386      while (it != defValue.end()) {
387        ++size;
388        ++it;
389      }
390      IPosition ip(1, size);
391      Array<T>& arr(ip);
392      for (int i = 0; i < size; ++i)
393        arr[i] = static_cast<T>(defValue[i]);
394
395      col.fillColumn(arr);
396    } else {
397      throw;
398    }
399  } catch (...) {
400    throw;
401  }
402}
403
[901]404void Scantable::setHeader(const STHeader& sdh)
[206]405{
[18]406  table_.rwKeywordSet().define("nIF", sdh.nif);
407  table_.rwKeywordSet().define("nBeam", sdh.nbeam);
408  table_.rwKeywordSet().define("nPol", sdh.npol);
409  table_.rwKeywordSet().define("nChan", sdh.nchan);
410  table_.rwKeywordSet().define("Observer", sdh.observer);
411  table_.rwKeywordSet().define("Project", sdh.project);
412  table_.rwKeywordSet().define("Obstype", sdh.obstype);
413  table_.rwKeywordSet().define("AntennaName", sdh.antennaname);
414  table_.rwKeywordSet().define("AntennaPosition", sdh.antennaposition);
415  table_.rwKeywordSet().define("Equinox", sdh.equinox);
416  table_.rwKeywordSet().define("FreqRefFrame", sdh.freqref);
417  table_.rwKeywordSet().define("FreqRefVal", sdh.reffreq);
418  table_.rwKeywordSet().define("Bandwidth", sdh.bandwidth);
419  table_.rwKeywordSet().define("UTC", sdh.utc);
[206]420  table_.rwKeywordSet().define("FluxUnit", sdh.fluxunit);
421  table_.rwKeywordSet().define("Epoch", sdh.epoch);
[905]422  table_.rwKeywordSet().define("POLTYPE", sdh.poltype);
[50]423}
[21]424
[901]425STHeader Scantable::getHeader() const
[206]426{
[901]427  STHeader sdh;
[21]428  table_.keywordSet().get("nBeam",sdh.nbeam);
429  table_.keywordSet().get("nIF",sdh.nif);
430  table_.keywordSet().get("nPol",sdh.npol);
431  table_.keywordSet().get("nChan",sdh.nchan);
432  table_.keywordSet().get("Observer", sdh.observer);
433  table_.keywordSet().get("Project", sdh.project);
434  table_.keywordSet().get("Obstype", sdh.obstype);
435  table_.keywordSet().get("AntennaName", sdh.antennaname);
436  table_.keywordSet().get("AntennaPosition", sdh.antennaposition);
437  table_.keywordSet().get("Equinox", sdh.equinox);
438  table_.keywordSet().get("FreqRefFrame", sdh.freqref);
439  table_.keywordSet().get("FreqRefVal", sdh.reffreq);
440  table_.keywordSet().get("Bandwidth", sdh.bandwidth);
441  table_.keywordSet().get("UTC", sdh.utc);
[206]442  table_.keywordSet().get("FluxUnit", sdh.fluxunit);
443  table_.keywordSet().get("Epoch", sdh.epoch);
[905]444  table_.keywordSet().get("POLTYPE", sdh.poltype);
[21]445  return sdh;
[18]446}
[805]447
[1360]448void Scantable::setSourceType( int stype )
[1068]449{
450  if ( stype < 0 || stype > 1 )
451    throw(AipsError("Illegal sourcetype."));
452  TableVector<Int> tabvec(table_, "SRCTYPE");
453  tabvec = Int(stype);
454}
455
[2818]456void Scantable::setSourceName( const std::string& name )
457{
458  TableVector<String> tabvec(table_, "SRCNAME");
459  tabvec = name;
460}
461
[845]462bool Scantable::conformant( const Scantable& other )
463{
464  return this->getHeader().conformant(other.getHeader());
465}
466
467
[50]468
[805]469std::string Scantable::formatSec(Double x) const
[206]470{
[105]471  Double xcop = x;
472  MVTime mvt(xcop/24./3600.);  // make days
[365]473
[105]474  if (x < 59.95)
[281]475    return  String("      ") + mvt.string(MVTime::TIME_CLEAN_NO_HM, 7)+"s";
[745]476  else if (x < 3599.95)
[281]477    return String("   ") + mvt.string(MVTime::TIME_CLEAN_NO_H,7)+" ";
478  else {
479    ostringstream oss;
480    oss << setw(2) << std::right << setprecision(1) << mvt.hour();
481    oss << ":" << mvt.string(MVTime::TIME_CLEAN_NO_H,7) << " ";
482    return String(oss);
[745]483  }
[105]484};
485
[2969]486  std::string Scantable::formatDirection(const MDirection& md, Int prec) const
[281]487{
488  Vector<Double> t = md.getAngle(Unit(String("rad"))).getValue();
[2969]489  if (prec<0)
490    prec = 7;
[281]491
[2575]492  String ref = md.getRefString();
[281]493  MVAngle mvLon(t[0]);
494  String sLon = mvLon.string(MVAngle::TIME,prec);
[987]495  uInt tp = md.getRef().getType();
496  if (tp == MDirection::GALACTIC ||
497      tp == MDirection::SUPERGAL ) {
498    sLon = mvLon(0.0).string(MVAngle::ANGLE_CLEAN,prec);
499  }
[281]500  MVAngle mvLat(t[1]);
501  String sLat = mvLat.string(MVAngle::ANGLE+MVAngle::DIG2,prec);
[2575]502  return  ref + String(" ") + sLon + String(" ") + sLat;
[281]503}
504
505
[805]506std::string Scantable::getFluxUnit() const
[206]507{
[847]508  return table_.keywordSet().asString("FluxUnit");
[206]509}
510
[805]511void Scantable::setFluxUnit(const std::string& unit)
[218]512{
513  String tmp(unit);
514  Unit tU(tmp);
515  if (tU==Unit("K") || tU==Unit("Jy")) {
516     table_.rwKeywordSet().define(String("FluxUnit"), tmp);
517  } else {
518     throw AipsError("Illegal unit - must be compatible with Jy or K");
519  }
520}
521
[805]522void Scantable::setInstrument(const std::string& name)
[236]523{
[805]524  bool throwIt = true;
[996]525  // create an Instrument to see if this is valid
526  STAttr::convertInstrument(name, throwIt);
[236]527  String nameU(name);
528  nameU.upcase();
529  table_.rwKeywordSet().define(String("AntennaName"), nameU);
530}
531
[1189]532void Scantable::setFeedType(const std::string& feedtype)
533{
534  if ( Scantable::factories_.find(feedtype) ==  Scantable::factories_.end() ) {
535    std::string msg = "Illegal feed type "+ feedtype;
536    throw(casa::AipsError(msg));
537  }
538  table_.rwKeywordSet().define(String("POLTYPE"), feedtype);
539}
540
[1743]541MPosition Scantable::getAntennaPosition() const
[805]542{
543  Vector<Double> antpos;
544  table_.keywordSet().get("AntennaPosition", antpos);
545  MVPosition mvpos(antpos(0),antpos(1),antpos(2));
546  return MPosition(mvpos);
547}
[281]548
[805]549void Scantable::makePersistent(const std::string& filename)
550{
551  String inname(filename);
552  Path path(inname);
[1111]553  /// @todo reindex SCANNO, recompute nbeam, nif, npol
[805]554  inname = path.expandedName();
[2030]555  // 2011/03/04 TN
556  // We can comment out this workaround since the essential bug is
557  // fixed in casacore (r20889 in google code).
558  table_.deepCopy(inname, Table::New);
559//   // WORKAROUND !!! for Table bug
560//   // Remove when fixed in casacore
561//   if ( table_.tableType() == Table::Memory  && !selector_.empty() ) {
562//     Table tab = table_.copyToMemoryTable(generateName());
563//     tab.deepCopy(inname, Table::New);
564//     tab.markForDelete();
565//
566//   } else {
567//     table_.deepCopy(inname, Table::New);
568//   }
[805]569}
570
[837]571int Scantable::nbeam( int scanno ) const
[805]572{
573  if ( scanno < 0 ) {
574    Int n;
575    table_.keywordSet().get("nBeam",n);
576    return int(n);
[105]577  } else {
[805]578    // take the first POLNO,IFNO,CYCLENO as nbeam shouldn't vary with these
[888]579    Table t = table_(table_.col("SCANNO") == scanno);
580    ROTableRow row(t);
581    const TableRecord& rec = row.get(0);
582    Table subt = t( t.col("IFNO") == Int(rec.asuInt("IFNO"))
583                    && t.col("POLNO") == Int(rec.asuInt("POLNO"))
584                    && t.col("CYCLENO") == Int(rec.asuInt("CYCLENO")) );
585    ROTableVector<uInt> v(subt, "BEAMNO");
[805]586    return int(v.nelements());
[105]587  }
[805]588  return 0;
589}
[455]590
[837]591int Scantable::nif( int scanno ) const
[805]592{
593  if ( scanno < 0 ) {
594    Int n;
595    table_.keywordSet().get("nIF",n);
596    return int(n);
597  } else {
598    // take the first POLNO,BEAMNO,CYCLENO as nbeam shouldn't vary with these
[888]599    Table t = table_(table_.col("SCANNO") == scanno);
600    ROTableRow row(t);
601    const TableRecord& rec = row.get(0);
602    Table subt = t( t.col("BEAMNO") == Int(rec.asuInt("BEAMNO"))
603                    && t.col("POLNO") == Int(rec.asuInt("POLNO"))
604                    && t.col("CYCLENO") == Int(rec.asuInt("CYCLENO")) );
605    if ( subt.nrow() == 0 ) return 0;
606    ROTableVector<uInt> v(subt, "IFNO");
[805]607    return int(v.nelements());
[2]608  }
[805]609  return 0;
610}
[321]611
[837]612int Scantable::npol( int scanno ) const
[805]613{
614  if ( scanno < 0 ) {
615    Int n;
616    table_.keywordSet().get("nPol",n);
617    return n;
618  } else {
619    // take the first POLNO,IFNO,CYCLENO as nbeam shouldn't vary with these
[888]620    Table t = table_(table_.col("SCANNO") == scanno);
621    ROTableRow row(t);
622    const TableRecord& rec = row.get(0);
623    Table subt = t( t.col("BEAMNO") == Int(rec.asuInt("BEAMNO"))
624                    && t.col("IFNO") == Int(rec.asuInt("IFNO"))
625                    && t.col("CYCLENO") == Int(rec.asuInt("CYCLENO")) );
626    if ( subt.nrow() == 0 ) return 0;
627    ROTableVector<uInt> v(subt, "POLNO");
[805]628    return int(v.nelements());
[321]629  }
[805]630  return 0;
[2]631}
[805]632
[845]633int Scantable::ncycle( int scanno ) const
[206]634{
[805]635  if ( scanno < 0 ) {
[837]636    Block<String> cols(2);
637    cols[0] = "SCANNO";
638    cols[1] = "CYCLENO";
639    TableIterator it(table_, cols);
640    int n = 0;
641    while ( !it.pastEnd() ) {
642      ++n;
[902]643      ++it;
[837]644    }
645    return n;
[805]646  } else {
[888]647    Table t = table_(table_.col("SCANNO") == scanno);
648    ROTableRow row(t);
649    const TableRecord& rec = row.get(0);
650    Table subt = t( t.col("BEAMNO") == Int(rec.asuInt("BEAMNO"))
651                    && t.col("POLNO") == Int(rec.asuInt("POLNO"))
652                    && t.col("IFNO") == Int(rec.asuInt("IFNO")) );
653    if ( subt.nrow() == 0 ) return 0;
654    return int(subt.nrow());
[805]655  }
656  return 0;
[18]657}
[455]658
659
[845]660int Scantable::nrow( int scanno ) const
[805]661{
[845]662  return int(table_.nrow());
663}
664
665int Scantable::nchan( int ifno ) const
666{
667  if ( ifno < 0 ) {
[805]668    Int n;
669    table_.keywordSet().get("nChan",n);
670    return int(n);
671  } else {
[1360]672    // take the first SCANNO,POLNO,BEAMNO,CYCLENO as nbeam shouldn't
673    // vary with these
[2244]674    Table t = table_(table_.col("IFNO") == ifno, 1);
[888]675    if ( t.nrow() == 0 ) return 0;
676    ROArrayColumn<Float> v(t, "SPECTRA");
[923]677    return v.shape(0)(0);
[805]678  }
679  return 0;
[18]680}
[455]681
[1111]682int Scantable::nscan() const {
683  Vector<uInt> scannos(scanCol_.getColumn());
[1148]684  uInt nout = genSort( scannos, Sort::Ascending,
[1111]685                       Sort::QuickSort|Sort::NoDuplicates );
686  return int(nout);
687}
688
[923]689int Scantable::getChannels(int whichrow) const
690{
691  return specCol_.shape(whichrow)(0);
692}
[847]693
694int Scantable::getBeam(int whichrow) const
695{
696  return beamCol_(whichrow);
697}
698
[1694]699std::vector<uint> Scantable::getNumbers(const ScalarColumn<uInt>& col) const
[1111]700{
701  Vector<uInt> nos(col.getColumn());
[1148]702  uInt n = genSort( nos, Sort::Ascending, Sort::QuickSort|Sort::NoDuplicates );
703  nos.resize(n, True);
[1111]704  std::vector<uint> stlout;
705  nos.tovector(stlout);
706  return stlout;
707}
708
[847]709int Scantable::getIF(int whichrow) const
710{
711  return ifCol_(whichrow);
712}
713
714int Scantable::getPol(int whichrow) const
715{
716  return polCol_(whichrow);
717}
718
[805]719std::string Scantable::formatTime(const MEpoch& me, bool showdate) const
720{
[1947]721  return formatTime(me, showdate, 0);
722}
723
724std::string Scantable::formatTime(const MEpoch& me, bool showdate, uInt prec) const
725{
[805]726  MVTime mvt(me.getValue());
727  if (showdate)
[1947]728    //mvt.setFormat(MVTime::YMD);
729    mvt.setFormat(MVTime::YMD, prec);
[805]730  else
[1947]731    //mvt.setFormat(MVTime::TIME);
732    mvt.setFormat(MVTime::TIME, prec);
[805]733  ostringstream oss;
734  oss << mvt;
735  return String(oss);
736}
[488]737
[805]738void Scantable::calculateAZEL()
[2658]739
740  LogIO os( LogOrigin( "Scantable", "calculateAZEL()", WHERE ) ) ;
[805]741  MPosition mp = getAntennaPosition();
742  MEpoch::ROScalarColumn timeCol(table_, "TIME");
743  ostringstream oss;
[2658]744  oss << mp;
745  os << "Computed azimuth/elevation using " << endl
746     << String(oss) << endl;
[996]747  for (Int i=0; i<nrow(); ++i) {
[805]748    MEpoch me = timeCol(i);
[987]749    MDirection md = getDirection(i);
[2658]750    os  << " Time: " << formatTime(me,False)
751        << " Direction: " << formatDirection(md)
[805]752         << endl << "     => ";
753    MeasFrame frame(mp, me);
754    Vector<Double> azel =
755        MDirection::Convert(md, MDirection::Ref(MDirection::AZEL,
756                                                frame)
757                            )().getAngle("rad").getValue();
[923]758    azCol_.put(i,Float(azel[0]));
759    elCol_.put(i,Float(azel[1]));
[2658]760    os << "azel: " << azel[0]/C::pi*180.0 << " "
761       << azel[1]/C::pi*180.0 << " (deg)" << LogIO::POST;
[16]762  }
[805]763}
[89]764
[1819]765void Scantable::clip(const Float uthres, const Float dthres, bool clipoutside, bool unflag)
766{
[2947]767  Vector<uInt> flagrow = flagrowCol_.getColumn();
[1819]768  for (uInt i=0; i<table_.nrow(); ++i) {
[2947]769    // apply flag only when specified row is vaild
770    if (flagrow[i] == 0) {
771      Vector<uChar> flgs = flagsCol_(i);
772      srchChannelsToClip(i, uthres, dthres, clipoutside, unflag, flgs);
773      flagsCol_.put(i, flgs);
774    }
[1819]775  }
776}
777
778std::vector<bool> Scantable::getClipMask(int whichrow, const Float uthres, const Float dthres, bool clipoutside, bool unflag)
779{
780  Vector<uChar> flags;
781  flagsCol_.get(uInt(whichrow), flags);
782  srchChannelsToClip(uInt(whichrow), uthres, dthres, clipoutside, unflag, flags);
783  Vector<Bool> bflag(flags.shape());
784  convertArray(bflag, flags);
785  //bflag = !bflag;
786
787  std::vector<bool> mask;
788  bflag.tovector(mask);
789  return mask;
790}
791
792void Scantable::srchChannelsToClip(uInt whichrow, const Float uthres, const Float dthres, bool clipoutside, bool unflag,
793                                   Vector<uChar> flgs)
794{
795    Vector<Float> spcs = specCol_(whichrow);
[2348]796    uInt nchannel = spcs.nelements();
[1819]797    if (spcs.nelements() != nchannel) {
798      throw(AipsError("Data has incorrect number of channels"));
799    }
800    uChar userflag = 1 << 7;
801    if (unflag) {
802      userflag = 0 << 7;
803    }
804    if (clipoutside) {
805      for (uInt j = 0; j < nchannel; ++j) {
806        Float spc = spcs(j);
807        if ((spc >= uthres) || (spc <= dthres)) {
808          flgs(j) = userflag;
809        }
810      }
811    } else {
812      for (uInt j = 0; j < nchannel; ++j) {
813        Float spc = spcs(j);
814        if ((spc < uthres) && (spc > dthres)) {
815          flgs(j) = userflag;
816        }
817      }
818    }
819}
820
[1994]821
822void Scantable::flag( int whichrow, const std::vector<bool>& msk, bool unflag ) {
[1333]823  std::vector<bool>::const_iterator it;
824  uInt ntrue = 0;
[1994]825  if (whichrow >= int(table_.nrow()) ) {
826    throw(AipsError("Invalid row number"));
827  }
[1333]828  for (it = msk.begin(); it != msk.end(); ++it) {
829    if ( *it ) {
830      ntrue++;
831    }
832  }
[1994]833  //if ( selector_.empty()  && (msk.size() == 0 || msk.size() == ntrue) )
834  if ( whichrow == -1 && !unflag && selector_.empty() && (msk.size() == 0 || msk.size() == ntrue) )
[1000]835    throw(AipsError("Trying to flag whole scantable."));
[1994]836  uChar userflag = 1 << 7;
837  if ( unflag ) {
838    userflag = 0 << 7;
839  }
840  if (whichrow > -1 ) {
[2947]841    // apply flag only when specified row is vaild
842    if (flagrowCol_(whichrow) == 0) {
843      applyChanFlag(uInt(whichrow), msk, userflag);
844    }
[1994]845  } else {
[2948]846    Vector<uInt> flagrow = flagrowCol_.getColumn();
[1000]847    for ( uInt i=0; i<table_.nrow(); ++i) {
[2947]848      // apply flag only when specified row is vaild
[2948]849      if (flagrow[i] == 0) {
[2947]850        applyChanFlag(i, msk, userflag);
851      }
[1000]852    }
[1994]853  }
854}
855
856void Scantable::applyChanFlag( uInt whichrow, const std::vector<bool>& msk, uChar flagval )
857{
858  if (whichrow >= table_.nrow() ) {
859    throw( casa::indexError<int>( whichrow, "asap::Scantable::applyChanFlag: Invalid row number" ) );
860  }
861  Vector<uChar> flgs = flagsCol_(whichrow);
862  if ( msk.size() == 0 ) {
863    flgs = flagval;
864    flagsCol_.put(whichrow, flgs);
[1000]865    return;
866  }
[2348]867  if ( int(msk.size()) != nchan( getIF(whichrow) ) ) {
[1000]868    throw(AipsError("Mask has incorrect number of channels."));
869  }
[1994]870  if ( flgs.nelements() != msk.size() ) {
871    throw(AipsError("Mask has incorrect number of channels."
872                    " Probably varying with IF. Please flag per IF"));
873  }
874  std::vector<bool>::const_iterator it;
875  uInt j = 0;
876  for (it = msk.begin(); it != msk.end(); ++it) {
877    if ( *it ) {
878      flgs(j) = flagval;
[1000]879    }
[1994]880    ++j;
[1000]881  }
[1994]882  flagsCol_.put(whichrow, flgs);
[865]883}
884
[1819]885void Scantable::flagRow(const std::vector<uInt>& rows, bool unflag)
886{
[2683]887  if (selector_.empty() && (rows.size() == table_.nrow()) && !unflag)
[1819]888    throw(AipsError("Trying to flag whole scantable."));
889
890  uInt rowflag = (unflag ? 0 : 1);
891  std::vector<uInt>::const_iterator it;
892  for (it = rows.begin(); it != rows.end(); ++it)
893    flagrowCol_.put(*it, rowflag);
894}
895
[805]896std::vector<bool> Scantable::getMask(int whichrow) const
897{
898  Vector<uChar> flags;
899  flagsCol_.get(uInt(whichrow), flags);
900  Vector<Bool> bflag(flags.shape());
901  convertArray(bflag, flags);
902  bflag = !bflag;
903  std::vector<bool> mask;
904  bflag.tovector(mask);
905  return mask;
906}
[89]907
[896]908std::vector<float> Scantable::getSpectrum( int whichrow,
[902]909                                           const std::string& poltype ) const
[805]910{
[2658]911  LogIO os( LogOrigin( "Scantable", "getSpectrum()", WHERE ) ) ;
912
[905]913  String ptype = poltype;
914  if (poltype == "" ) ptype = getPolType();
[902]915  if ( whichrow  < 0 || whichrow >= nrow() )
916    throw(AipsError("Illegal row number."));
[896]917  std::vector<float> out;
[805]918  Vector<Float> arr;
[896]919  uInt requestedpol = polCol_(whichrow);
920  String basetype = getPolType();
[905]921  if ( ptype == basetype ) {
[896]922    specCol_.get(whichrow, arr);
923  } else {
[1598]924    CountedPtr<STPol> stpol(STPol::getPolClass(Scantable::factories_,
[1586]925                                               basetype));
[1334]926    uInt row = uInt(whichrow);
927    stpol->setSpectra(getPolMatrix(row));
[2047]928    Float fang,fhand;
[1586]929    fang = focusTable_.getTotalAngle(mfocusidCol_(row));
[1334]930    fhand = focusTable_.getFeedHand(mfocusidCol_(row));
[1586]931    stpol->setPhaseCorrections(fang, fhand);
[1334]932    arr = stpol->getSpectrum(requestedpol, ptype);
[896]933  }
[902]934  if ( arr.nelements() == 0 )
[2658]935   
936    os << "Not enough polarisations present to do the conversion."
937       << LogIO::POST;
[805]938  arr.tovector(out);
939  return out;
[89]940}
[212]941
[1360]942void Scantable::setSpectrum( const std::vector<float>& spec,
[884]943                                   int whichrow )
944{
945  Vector<Float> spectrum(spec);
946  Vector<Float> arr;
947  specCol_.get(whichrow, arr);
948  if ( spectrum.nelements() != arr.nelements() )
[896]949    throw AipsError("The spectrum has incorrect number of channels.");
[884]950  specCol_.put(whichrow, spectrum);
951}
952
953
[805]954String Scantable::generateName()
[745]955{
[805]956  return (File::newUniqueName("./","temp")).baseName();
[212]957}
958
[805]959const casa::Table& Scantable::table( ) const
[212]960{
[805]961  return table_;
[212]962}
963
[805]964casa::Table& Scantable::table( )
[386]965{
[805]966  return table_;
[386]967}
968
[896]969std::string Scantable::getPolType() const
970{
971  return table_.keywordSet().asString("POLTYPE");
972}
973
[805]974void Scantable::unsetSelection()
[380]975{
[805]976  table_ = originalTable_;
[847]977  attach();
[805]978  selector_.reset();
[380]979}
[386]980
[805]981void Scantable::setSelection( const STSelector& selection )
[430]982{
[805]983  Table tab = const_cast<STSelector&>(selection).apply(originalTable_);
984  if ( tab.nrow() == 0 ) {
985    throw(AipsError("Selection contains no data. Not applying it."));
986  }
987  table_ = tab;
[847]988  attach();
[2084]989//   tab.rwKeywordSet().define("nBeam",(Int)(getBeamNos().size())) ;
990//   vector<uint> selectedIFs = getIFNos() ;
991//   Int newnIF = selectedIFs.size() ;
992//   tab.rwKeywordSet().define("nIF",newnIF) ;
993//   if ( newnIF != 0 ) {
994//     Int newnChan = 0 ;
995//     for ( Int i = 0 ; i < newnIF ; i++ ) {
996//       Int nChan = nchan( selectedIFs[i] ) ;
997//       if ( newnChan > nChan )
998//         newnChan = nChan ;
999//     }
1000//     tab.rwKeywordSet().define("nChan",newnChan) ;
1001//   }
1002//   tab.rwKeywordSet().define("nPol",(Int)(getPolNos().size())) ;
[805]1003  selector_ = selection;
[430]1004}
1005
[2111]1006
[2163]1007std::string Scantable::headerSummary()
[447]1008{
[805]1009  // Format header info
[2111]1010//   STHeader sdh;
1011//   sdh = getHeader();
1012//   sdh.print();
[805]1013  ostringstream oss;
1014  oss.flags(std::ios_base::left);
[2290]1015  String tmp;
1016  // Project
1017  table_.keywordSet().get("Project", tmp);
1018  oss << setw(15) << "Project:" << tmp << endl;
1019  // Observation date
1020  oss << setw(15) << "Obs Date:" << getTime(-1,true) << endl;
1021  // Observer
1022  oss << setw(15) << "Observer:"
1023      << table_.keywordSet().asString("Observer") << endl;
1024  // Antenna Name
1025  table_.keywordSet().get("AntennaName", tmp);
1026  oss << setw(15) << "Antenna Name:" << tmp << endl;
1027  // Obs type
1028  table_.keywordSet().get("Obstype", tmp);
1029  // Records (nrow)
1030  oss << setw(15) << "Data Records:" << table_.nrow() << " rows" << endl;
1031  oss << setw(15) << "Obs. Type:" << tmp << endl;
1032  // Beams, IFs, Polarizations, and Channels
[805]1033  oss << setw(15) << "Beams:" << setw(4) << nbeam() << endl
1034      << setw(15) << "IFs:" << setw(4) << nif() << endl
[896]1035      << setw(15) << "Polarisations:" << setw(4) << npol()
1036      << "(" << getPolType() << ")" << endl
[1694]1037      << setw(15) << "Channels:" << nchan() << endl;
[2290]1038  // Flux unit
1039  table_.keywordSet().get("FluxUnit", tmp);
1040  oss << setw(15) << "Flux Unit:" << tmp << endl;
1041  // Abscissa Unit
1042  oss << setw(15) << "Abscissa:" << getAbcissaLabel(0) << endl;
1043  // Selection
1044  oss << selector_.print() << endl;
1045
1046  return String(oss);
1047}
1048
1049void Scantable::summary( const std::string& filename )
1050{
1051  ostringstream oss;
1052  ofstream ofs;
1053  LogIO ols(LogOrigin("Scantable", "summary", WHERE));
1054
1055  if (filename != "")
1056    ofs.open( filename.c_str(),  ios::out );
1057
1058  oss << endl;
1059  oss << asap::SEPERATOR << endl;
1060  oss << " Scan Table Summary" << endl;
1061  oss << asap::SEPERATOR << endl;
1062
1063  // Format header info
1064  oss << headerSummary();
1065  oss << endl;
1066
1067  if (table_.nrow() <= 0){
1068    oss << asap::SEPERATOR << endl;
1069    oss << "The MAIN table is empty: there are no data!!!" << endl;
1070    oss << asap::SEPERATOR << endl;
1071
1072    ols << String(oss) << LogIO::POST;
1073    if (ofs) {
1074      ofs << String(oss) << flush;
1075      ofs.close();
1076    }
1077    return;
1078  }
1079
1080
1081
1082  // main table
1083  String dirtype = "Position ("
1084                  + getDirectionRefString()
1085                  + ")";
1086  oss.flags(std::ios_base::left);
1087  oss << setw(5) << "Scan"
1088      << setw(15) << "Source"
1089      << setw(35) << "Time range"
1090      << setw(2) << "" << setw(7) << "Int[s]"
1091      << setw(7) << "Record"
1092      << setw(8) << "SrcType"
1093      << setw(8) << "FreqIDs"
1094      << setw(7) << "MolIDs" << endl;
1095  oss << setw(7)<< "" << setw(6) << "Beam"
1096      << setw(23) << dirtype << endl;
1097
1098  oss << asap::SEPERATOR << endl;
1099
1100  // Flush summary and clear up the string
1101  ols << String(oss) << LogIO::POST;
1102  if (ofs) ofs << String(oss) << flush;
1103  oss.str("");
1104  oss.clear();
1105
1106
1107  // Get Freq_ID map
1108  ROScalarColumn<uInt> ftabIds(frequencies().table(), "ID");
1109  Int nfid = ftabIds.nrow();
1110  if (nfid <= 0){
1111    oss << "FREQUENCIES subtable is empty: there are no data!!!" << endl;
1112    oss << asap::SEPERATOR << endl;
1113
1114    ols << String(oss) << LogIO::POST;
1115    if (ofs) {
1116      ofs << String(oss) << flush;
1117      ofs.close();
1118    }
1119    return;
1120  }
1121  // Storages of overall IFNO, POLNO, and nchan per FREQ_ID
1122  // the orders are identical to ID in FREQ subtable
1123  Block< Vector<uInt> > ifNos(nfid), polNos(nfid);
1124  Vector<Int> fIdchans(nfid,-1);
[2938]1125  Vector<Double> fIdfreq0(nfid,-1);
1126  Vector<Double> fIdfcent(nfid,-1);
[2290]1127  map<uInt, Int> fidMap;  // (FREQ_ID, row # in FREQ subtable) pair
1128  for (Int i=0; i < nfid; i++){
1129   // fidMap[freqId] returns row number in FREQ subtable
1130   fidMap.insert(pair<uInt, Int>(ftabIds(i),i));
1131   ifNos[i] = Vector<uInt>();
1132   polNos[i] = Vector<uInt>();
1133  }
1134
1135  TableIterator iter(table_, "SCANNO");
1136
1137  // Vars for keeping track of time, freqids, molIds in a SCANNO
[2813]1138  //Vector<uInt> freqids;
1139  //Vector<uInt> molids;
[2290]1140  Vector<uInt> beamids(1,0);
1141  Vector<MDirection> beamDirs;
1142  Vector<Int> stypeids(1,0);
1143  Vector<String> stypestrs;
1144  Int nfreq(1);
1145  Int nmol(1);
1146  uInt nbeam(1);
1147  uInt nstype(1);
1148
1149  Double btime(0.0), etime(0.0);
1150  Double meanIntTim(0.0);
1151
1152  uInt currFreqId(0), ftabRow(0);
1153  Int iflen(0), pollen(0);
1154
1155  while (!iter.pastEnd()) {
1156    Table subt = iter.table();
1157    uInt snrow = subt.nrow();
1158    ROTableRow row(subt);
1159    const TableRecord& rec = row.get(0);
1160
1161    // relevant columns
1162    ROScalarColumn<Double> mjdCol(subt,"TIME");
1163    ROScalarColumn<Double> intervalCol(subt,"INTERVAL");
1164    MDirection::ROScalarColumn dirCol(subt,"DIRECTION");
1165
1166    ScalarColumn<uInt> freqIdCol(subt,"FREQ_ID");
1167    ScalarColumn<uInt> molIdCol(subt,"MOLECULE_ID");
1168    ROScalarColumn<uInt> beamCol(subt,"BEAMNO");
1169    ROScalarColumn<Int> stypeCol(subt,"SRCTYPE");
1170
1171    ROScalarColumn<uInt> ifNoCol(subt,"IFNO");
1172    ROScalarColumn<uInt> polNoCol(subt,"POLNO");
1173
1174
1175    // Times
1176    meanIntTim = sum(intervalCol.getColumn()) / (double) snrow;
1177    minMax(btime, etime, mjdCol.getColumn());
[2969]1178    double shiftInDay(0.5*meanIntTim/C::day);
1179    btime -= shiftInDay;
1180    etime += shiftInDay;
[2290]1181
1182    // MOLECULE_ID and FREQ_ID
[2813]1183    Vector<uInt> molids(getNumbers(molIdCol));
[2290]1184    molids.shape(nmol);
1185
[2813]1186    Vector<uInt> freqids(getNumbers(freqIdCol));
[2290]1187    freqids.shape(nfreq);
1188
1189    // Add first beamid, and srcNames
1190    beamids.resize(1,False);
1191    beamDirs.resize(1,False);
1192    beamids(0)=beamCol(0);
1193    beamDirs(0)=dirCol(0);
1194    nbeam = 1;
1195
1196    stypeids.resize(1,False);
1197    stypeids(0)=stypeCol(0);
1198    nstype = 1;
1199
1200    // Global listings of nchan/IFNO/POLNO per FREQ_ID
1201    currFreqId=freqIdCol(0);
1202    ftabRow = fidMap[currFreqId];
1203    // Assumes an identical number of channels per FREQ_ID
1204    if (fIdchans(ftabRow) < 0 ) {
1205      RORecordFieldPtr< Array<Float> > spec(rec, "SPECTRA");
1206      fIdchans(ftabRow)=(*spec).shape()(0);
1207    }
[2938]1208    if (fIdfreq0(ftabRow) < 0 ) {
1209      SpectralCoordinate spc = frequencies().getSpectralCoordinate(ftabRow);
1210      Double fs, fe;
1211      spc.toWorld(fs, 0);
1212      spc.toWorld(fe, fIdchans(ftabRow)-1);
1213      fIdfreq0(ftabRow) = fs;
1214      fIdfcent(ftabRow) = 0.5 * ( fs + fe );
1215    }
[2290]1216    // Should keep ifNos and polNos form the previous SCANNO
1217    if ( !anyEQ(ifNos[ftabRow],ifNoCol(0)) ) {
1218      ifNos[ftabRow].shape(iflen);
1219      iflen++;
1220      ifNos[ftabRow].resize(iflen,True);
1221      ifNos[ftabRow](iflen-1) = ifNoCol(0);
1222    }
1223    if ( !anyEQ(polNos[ftabRow],polNoCol(0)) ) {
1224      polNos[ftabRow].shape(pollen);
1225      pollen++;
1226      polNos[ftabRow].resize(pollen,True);
1227      polNos[ftabRow](pollen-1) = polNoCol(0);
1228    }
1229
1230    for (uInt i=1; i < snrow; i++){
1231      // Need to list BEAMNO and DIRECTION in the same order
1232      if ( !anyEQ(beamids,beamCol(i)) ) {
1233        nbeam++;
1234        beamids.resize(nbeam,True);
1235        beamids(nbeam-1)=beamCol(i);
1236        beamDirs.resize(nbeam,True);
1237        beamDirs(nbeam-1)=dirCol(i);
1238      }
1239
1240      // SRCTYPE is Int (getNumber takes only uInt)
1241      if ( !anyEQ(stypeids,stypeCol(i)) ) {
1242        nstype++;
1243        stypeids.resize(nstype,True);
1244        stypeids(nstype-1)=stypeCol(i);
1245      }
1246
1247      // Global listings of nchan/IFNO/POLNO per FREQ_ID
1248      currFreqId=freqIdCol(i);
1249      ftabRow = fidMap[currFreqId];
1250      if (fIdchans(ftabRow) < 0 ) {
1251        const TableRecord& rec = row.get(i);
1252        RORecordFieldPtr< Array<Float> > spec(rec, "SPECTRA");
1253        fIdchans(ftabRow) = (*spec).shape()(0);
1254      }
[2938]1255      if (fIdfreq0(ftabRow) < 0 ) {
1256        SpectralCoordinate spc = frequencies().getSpectralCoordinate(ftabRow);
1257        Double fs, fe;
1258        spc.toWorld(fs, 0);
1259        spc.toWorld(fe, fIdchans(ftabRow)-1);
1260        fIdfreq0(ftabRow) = fs;
1261        fIdfcent(ftabRow) = 5.e-1 * ( fs + fe );
1262      }
[2290]1263      if ( !anyEQ(ifNos[ftabRow],ifNoCol(i)) ) {
1264        ifNos[ftabRow].shape(iflen);
1265        iflen++;
1266        ifNos[ftabRow].resize(iflen,True);
1267        ifNos[ftabRow](iflen-1) = ifNoCol(i);
1268      }
1269      if ( !anyEQ(polNos[ftabRow],polNoCol(i)) ) {
1270        polNos[ftabRow].shape(pollen);
1271        pollen++;
1272        polNos[ftabRow].resize(pollen,True);
1273        polNos[ftabRow](pollen-1) = polNoCol(i);
1274      }
1275    } // end of row iteration
1276
1277    stypestrs.resize(nstype,False);
1278    for (uInt j=0; j < nstype; j++)
1279      stypestrs(j) = SrcType::getName(stypeids(j));
1280
1281    // Format Scan summary
1282    oss << setw(4) << std::right << rec.asuInt("SCANNO")
1283        << std::left << setw(1) << ""
1284        << setw(15) << rec.asString("SRCNAME")
[2969]1285        << setw(21) << MVTime(btime).string(MVTime::YMD,8)
1286        << setw(3) << " - " << MVTime(etime).string(MVTime::TIME,8)
[2290]1287        << setw(3) << "" << setw(6) << meanIntTim << setw(1) << ""
1288        << std::right << setw(5) << snrow << setw(2) << ""
1289        << std::left << stypestrs << setw(1) << ""
1290        << freqids << setw(1) << ""
1291        << molids  << endl;
1292    // Format Beam summary
1293    for (uInt j=0; j < nbeam; j++) {
1294      oss << setw(7) << "" << setw(6) << beamids(j) << setw(1) << ""
[2969]1295          << formatDirection(beamDirs(j),9) << endl;
[2290]1296    }
1297    // Flush summary every scan and clear up the string
1298    ols << String(oss) << LogIO::POST;
1299    if (ofs) ofs << String(oss) << flush;
1300    oss.str("");
1301    oss.clear();
1302
1303    ++iter;
1304  } // end of scan iteration
1305  oss << asap::SEPERATOR << endl;
1306 
1307  // List FRECUENCIES Table (using STFrequencies.print may be slow)
1308  oss << "FREQUENCIES: " << nfreq << endl;
[2938]1309//   oss << std::right << setw(5) << "ID" << setw(2) << ""
1310//       << std::left  << setw(5) << "IFNO" << setw(2) << ""
1311//       << setw(8) << "Frame"
1312//       << setw(16) << "RefVal"
1313//       << setw(7) << "RefPix"
1314//       << setw(15) << "Increment"
1315//       << setw(9) << "Channels"
1316//       << setw(6) << "POLNOs" << endl;
1317//   Int tmplen;
1318//   for (Int i=0; i < nfid; i++){
1319//     // List row=i of FREQUENCIES subtable
1320//     ifNos[i].shape(tmplen);
1321//     if (tmplen >= 1) {
1322//       oss << std::right << setw(5) << ftabIds(i) << setw(2) << ""
1323//        << setw(3) << ifNos[i](0) << setw(1) << ""
1324//        << std::left << setw(46) << frequencies().print(ftabIds(i))
1325//        << setw(2) << ""
1326//        << std::right << setw(8) << fIdchans[i] << setw(2) << ""
1327//        << std::left << polNos[i];
1328//       if (tmplen > 1) {
1329//      oss  << " (" << tmplen << " chains)";
1330//       }
1331//       oss << endl;
1332//     }
1333  oss << std::right << setw(4) << "ID" << setw(2) << ""
1334      << std::left  << setw(9) << "IFNO(SPW)" << setw(2) << ""
1335      << setw(8) << "#Chans"
[2290]1336      << setw(8) << "Frame"
[2938]1337      << setw(12) << "Ch0[MHz]"
1338      << setw(14) << "ChanWid[kHz]"
1339      << setw(14) << "Center[MHz]"
[2290]1340      << setw(6) << "POLNOs" << endl;
1341  Int tmplen;
1342  for (Int i=0; i < nfid; i++){
1343    // List row=i of FREQUENCIES subtable
1344    ifNos[i].shape(tmplen);
[2938]1345    Double refpix, refval, increment ;
[2531]1346    if (tmplen >= 1) {
[2938]1347      freqTable_.getEntry( refpix, refval, increment, ftabIds(i) ) ;
1348      oss << std::right << setw(4) << ftabIds(i) << setw(2) << ""
1349          << std::left << setw(9) << ifNos[i](0) << setw(2) << ""
1350          << std::right << setw(6) << fIdchans[i] << setw(2) << ""
1351          << setw(6) << frequencies().getFrameString(true)
1352          << setw(2) << ""
1353          << setw(10) << std::setprecision(9) << (fIdfreq0[i]*1.e-6) << setw(2) << ""
1354          << setw(12) << (increment*1.e-3) << setw(2) << ""
1355          << setw(12) << (fIdfcent[i]*1.e-6) << setw(2) << ""
[2531]1356          << std::left << polNos[i];
1357      if (tmplen > 1) {
1358        oss  << " (" << tmplen << " chains)";
1359      }
1360      oss << endl;
[2290]1361    }
[2531]1362   
[2290]1363  }
1364  oss << asap::SEPERATOR << endl;
1365
1366  // List MOLECULES Table (currently lists all rows)
1367  oss << "MOLECULES: " << endl;
1368  if (molecules().nrow() <= 0) {
1369    oss << "   MOLECULES subtable is empty: there are no data" << endl;
1370  } else {
1371    ROTableRow row(molecules().table());
1372    oss << std::right << setw(5) << "ID"
1373        << std::left << setw(3) << ""
1374        << setw(18) << "RestFreq"
1375        << setw(15) << "Name" << endl;
1376    for (Int i=0; i < molecules().nrow(); i++){
1377      const TableRecord& rec=row.get(i);
1378      oss << std::right << setw(5) << rec.asuInt("ID")
1379          << std::left << setw(3) << ""
1380          << rec.asArrayDouble("RESTFREQUENCY") << setw(1) << ""
1381          << rec.asArrayString("NAME") << endl;
1382    }
1383  }
1384  oss << asap::SEPERATOR << endl;
1385  ols << String(oss) << LogIO::POST;
1386  if (ofs) {
1387    ofs << String(oss) << flush;
1388    ofs.close();
1389  }
1390  //  return String(oss);
1391}
1392
1393
1394std::string Scantable::oldheaderSummary()
1395{
1396  // Format header info
1397//   STHeader sdh;
1398//   sdh = getHeader();
1399//   sdh.print();
1400  ostringstream oss;
1401  oss.flags(std::ios_base::left);
1402  oss << setw(15) << "Beams:" << setw(4) << nbeam() << endl
1403      << setw(15) << "IFs:" << setw(4) << nif() << endl
1404      << setw(15) << "Polarisations:" << setw(4) << npol()
1405      << "(" << getPolType() << ")" << endl
1406      << setw(15) << "Channels:" << nchan() << endl;
[805]1407  String tmp;
[860]1408  oss << setw(15) << "Observer:"
1409      << table_.keywordSet().asString("Observer") << endl;
[805]1410  oss << setw(15) << "Obs Date:" << getTime(-1,true) << endl;
1411  table_.keywordSet().get("Project", tmp);
1412  oss << setw(15) << "Project:" << tmp << endl;
1413  table_.keywordSet().get("Obstype", tmp);
1414  oss << setw(15) << "Obs. Type:" << tmp << endl;
1415  table_.keywordSet().get("AntennaName", tmp);
1416  oss << setw(15) << "Antenna Name:" << tmp << endl;
1417  table_.keywordSet().get("FluxUnit", tmp);
1418  oss << setw(15) << "Flux Unit:" << tmp << endl;
[1819]1419  int nid = moleculeTable_.nrow();
1420  Bool firstline = True;
[805]1421  oss << setw(15) << "Rest Freqs:";
[1819]1422  for (int i=0; i<nid; i++) {
[2244]1423    Table t = table_(table_.col("MOLECULE_ID") == i, 1);
[1819]1424      if (t.nrow() >  0) {
1425          Vector<Double> vec(moleculeTable_.getRestFrequency(i));
1426          if (vec.nelements() > 0) {
1427               if (firstline) {
1428                   oss << setprecision(10) << vec << " [Hz]" << endl;
1429                   firstline=False;
1430               }
1431               else{
1432                   oss << setw(15)<<" " << setprecision(10) << vec << " [Hz]" << endl;
1433               }
1434          } else {
1435              oss << "none" << endl;
1436          }
1437      }
[805]1438  }
[941]1439
1440  oss << setw(15) << "Abcissa:" << getAbcissaLabel(0) << endl;
[805]1441  oss << selector_.print() << endl;
[2111]1442  return String(oss);
1443}
1444
[2286]1445  //std::string Scantable::summary( const std::string& filename )
[2290]1446void Scantable::oldsummary( const std::string& filename )
[2111]1447{
1448  ostringstream oss;
[2286]1449  ofstream ofs;
1450  LogIO ols(LogOrigin("Scantable", "summary", WHERE));
1451
1452  if (filename != "")
1453    ofs.open( filename.c_str(),  ios::out );
1454
[805]1455  oss << endl;
[2111]1456  oss << asap::SEPERATOR << endl;
1457  oss << " Scan Table Summary" << endl;
1458  oss << asap::SEPERATOR << endl;
1459
1460  // Format header info
[2290]1461  oss << oldheaderSummary();
[2111]1462  oss << endl;
1463
[805]1464  // main table
1465  String dirtype = "Position ("
[987]1466                  + getDirectionRefString()
[805]1467                  + ")";
[2111]1468  oss.flags(std::ios_base::left);
[941]1469  oss << setw(5) << "Scan" << setw(15) << "Source"
[2005]1470      << setw(10) << "Time" << setw(18) << "Integration"
1471      << setw(15) << "Source Type" << endl;
[941]1472  oss << setw(5) << "" << setw(5) << "Beam" << setw(3) << "" << dirtype << endl;
[1694]1473  oss << setw(10) << "" << setw(3) << "IF" << setw(3) << ""
[805]1474      << setw(8) << "Frame" << setw(16)
[1694]1475      << "RefVal" << setw(10) << "RefPix" << setw(12) << "Increment"
1476      << setw(7) << "Channels"
1477      << endl;
[805]1478  oss << asap::SEPERATOR << endl;
[2286]1479
1480  // Flush summary and clear up the string
1481  ols << String(oss) << LogIO::POST;
1482  if (ofs) ofs << String(oss) << flush;
1483  oss.str("");
1484  oss.clear();
1485
[805]1486  TableIterator iter(table_, "SCANNO");
1487  while (!iter.pastEnd()) {
1488    Table subt = iter.table();
1489    ROTableRow row(subt);
1490    MEpoch::ROScalarColumn timeCol(subt,"TIME");
1491    const TableRecord& rec = row.get(0);
1492    oss << setw(4) << std::right << rec.asuInt("SCANNO")
1493        << std::left << setw(1) << ""
1494        << setw(15) << rec.asString("SRCNAME")
1495        << setw(10) << formatTime(timeCol(0), false);
1496    // count the cycles in the scan
1497    TableIterator cyciter(subt, "CYCLENO");
1498    int nint = 0;
1499    while (!cyciter.pastEnd()) {
1500      ++nint;
1501      ++cyciter;
1502    }
1503    oss << setw(3) << std::right << nint  << setw(3) << " x " << std::left
[2005]1504        << setw(11) <<  formatSec(rec.asFloat("INTERVAL")) << setw(1) << ""
1505        << setw(15) << SrcType::getName(rec.asInt("SRCTYPE")) << endl;
[447]1506
[805]1507    TableIterator biter(subt, "BEAMNO");
1508    while (!biter.pastEnd()) {
1509      Table bsubt = biter.table();
1510      ROTableRow brow(bsubt);
1511      const TableRecord& brec = brow.get(0);
[1000]1512      uInt row0 = bsubt.rowNumbers(table_)[0];
[941]1513      oss << setw(5) << "" <<  setw(4) << std::right << brec.asuInt("BEAMNO")<< std::left;
[987]1514      oss  << setw(4) << ""  << formatDirection(getDirection(row0)) << endl;
[805]1515      TableIterator iiter(bsubt, "IFNO");
1516      while (!iiter.pastEnd()) {
1517        Table isubt = iiter.table();
1518        ROTableRow irow(isubt);
1519        const TableRecord& irec = irow.get(0);
[1694]1520        oss << setw(9) << "";
[941]1521        oss << setw(3) << std::right << irec.asuInt("IFNO") << std::left
[1694]1522            << setw(1) << "" << frequencies().print(irec.asuInt("FREQ_ID"))
1523            << setw(3) << "" << nchan(irec.asuInt("IFNO"))
[1375]1524            << endl;
[447]1525
[805]1526        ++iiter;
1527      }
1528      ++biter;
1529    }
[2286]1530    // Flush summary every scan and clear up the string
1531    ols << String(oss) << LogIO::POST;
1532    if (ofs) ofs << String(oss) << flush;
1533    oss.str("");
1534    oss.clear();
1535
[805]1536    ++iter;
[447]1537  }
[2286]1538  oss << asap::SEPERATOR << endl;
1539  ols << String(oss) << LogIO::POST;
1540  if (ofs) {
[2290]1541    ofs << String(oss) << flush;
[2286]1542    ofs.close();
1543  }
1544  //  return String(oss);
[447]1545}
1546
[1947]1547// std::string Scantable::getTime(int whichrow, bool showdate) const
1548// {
1549//   MEpoch::ROScalarColumn timeCol(table_, "TIME");
1550//   MEpoch me;
1551//   if (whichrow > -1) {
1552//     me = timeCol(uInt(whichrow));
1553//   } else {
1554//     Double tm;
1555//     table_.keywordSet().get("UTC",tm);
1556//     me = MEpoch(MVEpoch(tm));
1557//   }
1558//   return formatTime(me, showdate);
1559// }
1560
1561std::string Scantable::getTime(int whichrow, bool showdate, uInt prec) const
[777]1562{
[805]1563  MEpoch me;
[1947]1564  me = getEpoch(whichrow);
1565  return formatTime(me, showdate, prec);
[777]1566}
[805]1567
[1411]1568MEpoch Scantable::getEpoch(int whichrow) const
1569{
1570  if (whichrow > -1) {
1571    return timeCol_(uInt(whichrow));
1572  } else {
1573    Double tm;
1574    table_.keywordSet().get("UTC",tm);
[1598]1575    return MEpoch(MVEpoch(tm));
[1411]1576  }
1577}
1578
[1068]1579std::string Scantable::getDirectionString(int whichrow) const
1580{
1581  return formatDirection(getDirection(uInt(whichrow)));
1582}
1583
[1598]1584
1585SpectralCoordinate Scantable::getSpectralCoordinate(int whichrow) const {
1586  const MPosition& mp = getAntennaPosition();
1587  const MDirection& md = getDirection(whichrow);
1588  const MEpoch& me = timeCol_(whichrow);
[1819]1589  //Double rf = moleculeTable_.getRestFrequency(mmolidCol_(whichrow));
1590  Vector<Double> rf = moleculeTable_.getRestFrequency(mmolidCol_(whichrow));
[2346]1591  return freqTable_.getSpectralCoordinate(md, mp, me, rf,
[1598]1592                                          mfreqidCol_(whichrow));
1593}
1594
[1360]1595std::vector< double > Scantable::getAbcissa( int whichrow ) const
[865]1596{
[1507]1597  if ( whichrow > int(table_.nrow()) ) throw(AipsError("Illegal row number"));
[865]1598  std::vector<double> stlout;
1599  int nchan = specCol_(whichrow).nelements();
[2346]1600  String us = freqTable_.getUnitString();
[865]1601  if ( us == "" || us == "pixel" || us == "channel" ) {
1602    for (int i=0; i<nchan; ++i) {
1603      stlout.push_back(double(i));
1604    }
1605    return stlout;
1606  }
[1598]1607  SpectralCoordinate spc = getSpectralCoordinate(whichrow);
[865]1608  Vector<Double> pixel(nchan);
1609  Vector<Double> world;
1610  indgen(pixel);
1611  if ( Unit(us) == Unit("Hz") ) {
1612    for ( int i=0; i < nchan; ++i) {
1613      Double world;
1614      spc.toWorld(world, pixel[i]);
1615      stlout.push_back(double(world));
1616    }
1617  } else if ( Unit(us) == Unit("km/s") ) {
1618    Vector<Double> world;
1619    spc.pixelToVelocity(world, pixel);
1620    world.tovector(stlout);
1621  }
1622  return stlout;
1623}
[1360]1624void Scantable::setDirectionRefString( const std::string & refstr )
[987]1625{
1626  MDirection::Types mdt;
1627  if (refstr != "" && !MDirection::getType(mdt, refstr)) {
1628    throw(AipsError("Illegal Direction frame."));
1629  }
1630  if ( refstr == "" ) {
1631    String defaultstr = MDirection::showType(dirCol_.getMeasRef().getType());
1632    table_.rwKeywordSet().define("DIRECTIONREF", defaultstr);
1633  } else {
1634    table_.rwKeywordSet().define("DIRECTIONREF", String(refstr));
1635  }
1636}
[865]1637
[1360]1638std::string Scantable::getDirectionRefString( ) const
[987]1639{
1640  return table_.keywordSet().asString("DIRECTIONREF");
1641}
1642
1643MDirection Scantable::getDirection(int whichrow ) const
1644{
1645  String usertype = table_.keywordSet().asString("DIRECTIONREF");
1646  String type = MDirection::showType(dirCol_.getMeasRef().getType());
1647  if ( usertype != type ) {
1648    MDirection::Types mdt;
1649    if (!MDirection::getType(mdt, usertype)) {
1650      throw(AipsError("Illegal Direction frame."));
1651    }
1652    return dirCol_.convert(uInt(whichrow), mdt);
1653  } else {
1654    return dirCol_(uInt(whichrow));
1655  }
1656}
1657
[847]1658std::string Scantable::getAbcissaLabel( int whichrow ) const
1659{
[996]1660  if ( whichrow > int(table_.nrow()) ) throw(AipsError("Illegal ro number"));
[847]1661  const MPosition& mp = getAntennaPosition();
[987]1662  const MDirection& md = getDirection(whichrow);
[847]1663  const MEpoch& me = timeCol_(whichrow);
[1819]1664  //const Double& rf = mmolidCol_(whichrow);
1665  const Vector<Double> rf = moleculeTable_.getRestFrequency(mmolidCol_(whichrow));
[847]1666  SpectralCoordinate spc =
[2346]1667    freqTable_.getSpectralCoordinate(md, mp, me, rf, mfreqidCol_(whichrow));
[847]1668
1669  String s = "Channel";
[2346]1670  Unit u = Unit(freqTable_.getUnitString());
[847]1671  if (u == Unit("km/s")) {
[1170]1672    s = CoordinateUtil::axisLabel(spc, 0, True,True,  True);
[847]1673  } else if (u == Unit("Hz")) {
1674    Vector<String> wau(1);wau = u.getName();
1675    spc.setWorldAxisUnits(wau);
[1170]1676    s = CoordinateUtil::axisLabel(spc, 0, True, True, False);
[847]1677  }
1678  return s;
1679
1680}
1681
[1819]1682/**
1683void asap::Scantable::setRestFrequencies( double rf, const std::string& name,
[1170]1684                                          const std::string& unit )
[1819]1685**/
1686void Scantable::setRestFrequencies( vector<double> rf, const vector<std::string>& name,
1687                                          const std::string& unit )
1688
[847]1689{
[923]1690  ///@todo lookup in line table to fill in name and formattedname
[847]1691  Unit u(unit);
[1819]1692  //Quantum<Double> urf(rf, u);
1693  Quantum<Vector<Double> >urf(rf, u);
1694  Vector<String> formattedname(0);
1695  //cerr<<"Scantable::setRestFrequnecies="<<urf<<endl;
1696
1697  //uInt id = moleculeTable_.addEntry(urf.getValue("Hz"), name, "");
1698  uInt id = moleculeTable_.addEntry(urf.getValue("Hz"), mathutil::toVectorString(name), formattedname);
[847]1699  TableVector<uInt> tabvec(table_, "MOLECULE_ID");
1700  tabvec = id;
1701}
1702
[1819]1703/**
1704void asap::Scantable::setRestFrequencies( const std::string& name )
[847]1705{
1706  throw(AipsError("setRestFrequencies( const std::string& name ) NYI"));
1707  ///@todo implement
1708}
[1819]1709**/
[2012]1710
[1819]1711void Scantable::setRestFrequencies( const vector<std::string>& name )
1712{
[2163]1713  (void) name; // suppress unused warning
[1819]1714  throw(AipsError("setRestFrequencies( const vector<std::string>& name ) NYI"));
1715  ///@todo implement
1716}
[847]1717
[1360]1718std::vector< unsigned int > Scantable::rownumbers( ) const
[852]1719{
1720  std::vector<unsigned int> stlout;
1721  Vector<uInt> vec = table_.rowNumbers();
1722  vec.tovector(stlout);
1723  return stlout;
1724}
1725
[865]1726
[1360]1727Matrix<Float> Scantable::getPolMatrix( uInt whichrow ) const
[896]1728{
1729  ROTableRow row(table_);
1730  const TableRecord& rec = row.get(whichrow);
1731  Table t =
1732    originalTable_( originalTable_.col("SCANNO") == Int(rec.asuInt("SCANNO"))
1733                    && originalTable_.col("BEAMNO") == Int(rec.asuInt("BEAMNO"))
1734                    && originalTable_.col("IFNO") == Int(rec.asuInt("IFNO"))
1735                    && originalTable_.col("CYCLENO") == Int(rec.asuInt("CYCLENO")) );
1736  ROArrayColumn<Float> speccol(t, "SPECTRA");
1737  return speccol.getColumn();
1738}
[865]1739
[1360]1740std::vector< std::string > Scantable::columnNames( ) const
[902]1741{
1742  Vector<String> vec = table_.tableDesc().columnNames();
1743  return mathutil::tovectorstring(vec);
1744}
[896]1745
[1360]1746MEpoch::Types Scantable::getTimeReference( ) const
[915]1747{
1748  return MEpoch::castType(timeCol_.getMeasRef().getType());
[972]1749}
[915]1750
[1360]1751void Scantable::addFit( const STFitEntry& fit, int row )
[972]1752{
[1819]1753  //cout << mfitidCol_(uInt(row)) << endl;
1754  LogIO os( LogOrigin( "Scantable", "addFit()", WHERE ) ) ;
1755  os << mfitidCol_(uInt(row)) << LogIO::POST ;
[972]1756  uInt id = fitTable_.addEntry(fit, mfitidCol_(uInt(row)));
1757  mfitidCol_.put(uInt(row), id);
1758}
[915]1759
[1360]1760void Scantable::shift(int npix)
1761{
1762  Vector<uInt> fids(mfreqidCol_.getColumn());
1763  genSort( fids, Sort::Ascending,
1764           Sort::QuickSort|Sort::NoDuplicates );
1765  for (uInt i=0; i<fids.nelements(); ++i) {
[1567]1766    frequencies().shiftRefPix(npix, fids[i]);
[1360]1767  }
1768}
[987]1769
[1819]1770String Scantable::getAntennaName() const
[1391]1771{
1772  String out;
1773  table_.keywordSet().get("AntennaName", out);
[1987]1774  String::size_type pos1 = out.find("@") ;
1775  String::size_type pos2 = out.find("//") ;
1776  if ( pos2 != String::npos )
[2036]1777    out = out.substr(pos2+2,pos1-pos2-2) ;
[1987]1778  else if ( pos1 != String::npos )
1779    out = out.substr(0,pos1) ;
[1391]1780  return out;
[987]1781}
[1391]1782
[1730]1783int Scantable::checkScanInfo(const std::vector<int>& scanlist) const
[1391]1784{
1785  String tbpath;
1786  int ret = 0;
1787  if ( table_.keywordSet().isDefined("GBT_GO") ) {
1788    table_.keywordSet().get("GBT_GO", tbpath);
1789    Table t(tbpath,Table::Old);
1790    // check each scan if other scan of the pair exist
1791    int nscan = scanlist.size();
1792    for (int i = 0; i < nscan; i++) {
[2869]1793      Table subt = t( t.col("SCAN") == scanlist[i] );
[1391]1794      if (subt.nrow()==0) {
[1819]1795        //cerr <<"Scan "<<scanlist[i]<<" cannot be found in the scantable."<<endl;
1796        LogIO os( LogOrigin( "Scantable", "checkScanInfo()", WHERE ) ) ;
1797        os <<LogIO::WARN<<"Scan "<<scanlist[i]<<" cannot be found in the scantable."<<LogIO::POST;
[1391]1798        ret = 1;
1799        break;
1800      }
1801      ROTableRow row(subt);
1802      const TableRecord& rec = row.get(0);
1803      int scan1seqn = rec.asuInt("PROCSEQN");
1804      int laston1 = rec.asuInt("LASTON");
1805      if ( rec.asuInt("PROCSIZE")==2 ) {
1806        if ( i < nscan-1 ) {
[2869]1807          Table subt2 = t( t.col("SCAN") == scanlist[i+1] );
[1391]1808          if ( subt2.nrow() == 0) {
[1819]1809            LogIO os( LogOrigin( "Scantable", "checkScanInfo()", WHERE ) ) ;
1810
1811            //cerr<<"Scan "<<scanlist[i+1]<<" cannot be found in the scantable."<<endl;
1812            os<<LogIO::WARN<<"Scan "<<scanlist[i+1]<<" cannot be found in the scantable."<<LogIO::POST;
[1391]1813            ret = 1;
1814            break;
1815          }
1816          ROTableRow row2(subt2);
1817          const TableRecord& rec2 = row2.get(0);
1818          int scan2seqn = rec2.asuInt("PROCSEQN");
1819          int laston2 = rec2.asuInt("LASTON");
1820          if (scan1seqn == 1 && scan2seqn == 2) {
1821            if (laston1 == laston2) {
[1819]1822              LogIO os( LogOrigin( "Scantable", "checkScanInfo()", WHERE ) ) ;
1823              //cerr<<"A valid scan pair ["<<scanlist[i]<<","<<scanlist[i+1]<<"]"<<endl;
1824              os<<"A valid scan pair ["<<scanlist[i]<<","<<scanlist[i+1]<<"]"<<LogIO::POST;
[1391]1825              i +=1;
1826            }
1827            else {
[1819]1828              LogIO os( LogOrigin( "Scantable", "checkScanInfo()", WHERE ) ) ;
1829              //cerr<<"Incorrect scan pair ["<<scanlist[i]<<","<<scanlist[i+1]<<"]"<<endl;
1830              os<<LogIO::WARN<<"Incorrect scan pair ["<<scanlist[i]<<","<<scanlist[i+1]<<"]"<<LogIO::POST;
[1391]1831            }
1832          }
1833          else if (scan1seqn==2 && scan2seqn == 1) {
1834            if (laston1 == laston2) {
[1819]1835              LogIO os( LogOrigin( "Scantable", "checkScanInfo()", WHERE ) ) ;
1836              //cerr<<"["<<scanlist[i]<<","<<scanlist[i+1]<<"] is a valid scan pair but in incorrect order."<<endl;
1837              os<<LogIO::WARN<<"["<<scanlist[i]<<","<<scanlist[i+1]<<"] is a valid scan pair but in incorrect order."<<LogIO::POST;
[1391]1838              ret = 1;
1839              break;
1840            }
1841          }
1842          else {
[1819]1843            LogIO os( LogOrigin( "Scantable", "checkScanInfo()", WHERE ) ) ;
1844            //cerr<<"The other scan for  "<<scanlist[i]<<" appears to be missing. Check the input scan numbers."<<endl;
1845            os<<LogIO::WARN<<"The other scan for  "<<scanlist[i]<<" appears to be missing. Check the input scan numbers."<<LogIO::POST;
[1391]1846            ret = 1;
1847            break;
1848          }
1849        }
1850      }
1851      else {
[1819]1852        LogIO os( LogOrigin( "Scantable", "checkScanInfo()", WHERE ) ) ;
1853        //cerr<<"The scan does not appear to be standard obsevation."<<endl;
1854        os<<LogIO::WARN<<"The scan does not appear to be standard obsevation."<<LogIO::POST;
[1391]1855      }
1856    //if ( i >= nscan ) break;
1857    }
1858  }
1859  else {
[1819]1860    LogIO os( LogOrigin( "Scantable", "checkScanInfo()", WHERE ) ) ;
1861    //cerr<<"No reference to GBT_GO table."<<endl;
1862    os<<LogIO::WARN<<"No reference to GBT_GO table."<<LogIO::POST;
[1391]1863    ret = 1;
1864  }
1865  return ret;
1866}
1867
[1730]1868std::vector<double> Scantable::getDirectionVector(int whichrow) const
[1391]1869{
1870  Vector<Double> Dir = dirCol_(whichrow).getAngle("rad").getValue();
1871  std::vector<double> dir;
1872  Dir.tovector(dir);
1873  return dir;
1874}
1875
[1819]1876void asap::Scantable::reshapeSpectrum( int nmin, int nmax )
1877  throw( casa::AipsError )
1878{
1879  // assumed that all rows have same nChan
1880  Vector<Float> arr = specCol_( 0 ) ;
1881  int nChan = arr.nelements() ;
1882
1883  // if nmin < 0 or nmax < 0, nothing to do
1884  if (  nmin < 0 ) {
1885    throw( casa::indexError<int>( nmin, "asap::Scantable::reshapeSpectrum: Invalid range. Negative index is specified." ) ) ;
1886    }
1887  if (  nmax < 0  ) {
1888    throw( casa::indexError<int>( nmax, "asap::Scantable::reshapeSpectrum: Invalid range. Negative index is specified." ) ) ;
1889  }
1890
1891  // if nmin > nmax, exchange values
1892  if ( nmin > nmax ) {
1893    int tmp = nmax ;
1894    nmax = nmin ;
1895    nmin = tmp ;
1896    LogIO os( LogOrigin( "Scantable", "reshapeSpectrum()", WHERE ) ) ;
1897    os << "Swap values. Applied range is ["
1898       << nmin << ", " << nmax << "]" << LogIO::POST ;
1899  }
1900
1901  // if nmin exceeds nChan, nothing to do
1902  if ( nmin >= nChan ) {
1903    throw( casa::indexError<int>( nmin, "asap::Scantable::reshapeSpectrum: Invalid range. Specified minimum exceeds nChan." ) ) ;
1904  }
1905
1906  // if nmax exceeds nChan, reset nmax to nChan
[2672]1907  if ( nmax >= nChan-1 ) {
[1819]1908    if ( nmin == 0 ) {
1909      // nothing to do
1910      LogIO os( LogOrigin( "Scantable", "reshapeSpectrum()", WHERE ) ) ;
1911      os << "Whole range is selected. Nothing to do." << LogIO::POST ;
1912      return ;
1913    }
1914    else {
1915      LogIO os( LogOrigin( "Scantable", "reshapeSpectrum()", WHERE ) ) ;
1916      os << "Specified maximum exceeds nChan. Applied range is ["
1917         << nmin << ", " << nChan-1 << "]." << LogIO::POST ;
1918      nmax = nChan - 1 ;
1919    }
1920  }
1921
1922  // reshape specCol_ and flagCol_
1923  for ( int irow = 0 ; irow < nrow() ; irow++ ) {
1924    reshapeSpectrum( nmin, nmax, irow ) ;
1925  }
1926
1927  // update FREQUENCIES subtable
[2908]1928  Vector<uInt> freqIdArray = mfreqidCol_.getColumn();
1929  uInt numFreqId = GenSort<uInt>::sort(freqIdArray, Sort::Ascending,
1930                                       Sort::HeapSort | Sort::NoDuplicates);
[1819]1931  Double refpix ;
1932  Double refval ;
1933  Double increment ;
[2908]1934  for (uInt irow  = 0; irow < numFreqId; irow++) {
1935    freqTable_.getEntry( refpix, refval, increment, freqIdArray[irow] ) ;
[1819]1936    /***
1937     * need to shift refpix to nmin
1938     * note that channel nmin in old index will be channel 0 in new one
1939     ***/
1940    refval = refval - ( refpix - nmin ) * increment ;
1941    refpix = 0 ;
[2908]1942    freqTable_.setEntry( refpix, refval, increment, freqIdArray[irow] ) ;
[1819]1943  }
1944
1945  // update nchan
1946  int newsize = nmax - nmin + 1 ;
1947  table_.rwKeywordSet().define( "nChan", newsize ) ;
1948
1949  // update bandwidth
1950  // assumed all spectra in the scantable have same bandwidth
1951  table_.rwKeywordSet().define( "Bandwidth", increment * newsize ) ;
1952
1953  return ;
1954}
1955
1956void asap::Scantable::reshapeSpectrum( int nmin, int nmax, int irow )
1957{
1958  // reshape specCol_ and flagCol_
1959  Vector<Float> oldspec = specCol_( irow ) ;
1960  Vector<uChar> oldflag = flagsCol_( irow ) ;
[2475]1961  Vector<Float> oldtsys = tsysCol_( irow ) ;
[1819]1962  uInt newsize = nmax - nmin + 1 ;
[2475]1963  Slice slice( nmin, newsize, 1 ) ;
1964  specCol_.put( irow, oldspec( slice ) ) ;
1965  flagsCol_.put( irow, oldflag( slice ) ) ;
1966  if ( oldspec.size() == oldtsys.size() )
1967    tsysCol_.put( irow, oldtsys( slice ) ) ;
[1819]1968
1969  return ;
1970}
1971
[2435]1972void asap::Scantable::regridSpecChannel( double dnu, int nChan )
1973{
1974  LogIO os( LogOrigin( "Scantable", "regridChannel()", WHERE ) ) ;
1975  os << "Regrid abcissa with spectral resoultion " << dnu << " " << freqTable_.getUnitString() << " with channel number " << ((nChan>0)? String(nChan) : "covering band width")<< LogIO::POST ;
1976  int freqnrow = freqTable_.table().nrow() ;
1977  Vector<bool> firstTime( freqnrow, true ) ;
1978  double oldincr, factor;
1979  uInt currId;
1980  Double refpix ;
1981  Double refval ;
1982  Double increment ;
1983  for ( int irow = 0 ; irow < nrow() ; irow++ ) {
1984    currId = mfreqidCol_(irow);
1985    vector<double> abcissa = getAbcissa( irow ) ;
1986    if (nChan < 0) {
1987      int oldsize = abcissa.size() ;
1988      double bw = (abcissa[oldsize-1]-abcissa[0]) +                     \
1989        0.5 * (abcissa[1]-abcissa[0] + abcissa[oldsize-1]-abcissa[oldsize-2]) ;
1990      nChan = int( ceil( abs(bw/dnu) ) ) ;
1991    }
1992    // actual regridding
1993    regridChannel( nChan, dnu, irow ) ;
[2433]1994
[2435]1995    // update FREQUENCIES subtable
1996    if (firstTime[currId]) {
1997      oldincr = abcissa[1]-abcissa[0] ;
1998      factor = dnu/oldincr ;
1999      firstTime[currId] = false ;
2000      freqTable_.getEntry( refpix, refval, increment, currId ) ;
[2463]2001
[2437]2002      //refval = refval - ( refpix + 0.5 * (1 - factor) ) * increment ;
[2463]2003      if (factor > 0 ) {
[2462]2004        refpix = (refpix + 0.5)/factor - 0.5;
2005      } else {
[2463]2006        refpix = (abcissa.size() - 0.5 - refpix)/abs(factor) - 0.5;
[2462]2007      }
[2435]2008      freqTable_.setEntry( refpix, refval, increment*factor, currId ) ;
[2463]2009      //os << "ID" << currId << ": channel width (Orig) = " << oldincr << " [" << freqTable_.getUnitString() << "], scale factor = " << factor << LogIO::POST ;
2010      //os << "     frequency increment (Orig) = " << increment << "-> (New) " << increment*factor << LogIO::POST ;
[2435]2011    }
2012  }
2013}
2014
[1819]2015void asap::Scantable::regridChannel( int nChan, double dnu )
2016{
2017  LogIO os( LogOrigin( "Scantable", "regridChannel()", WHERE ) ) ;
2018  os << "Regrid abcissa with channel number " << nChan << " and spectral resoultion " << dnu << "Hz." << LogIO::POST ;
2019  // assumed that all rows have same nChan
2020  Vector<Float> arr = specCol_( 0 ) ;
2021  int oldsize = arr.nelements() ;
2022
2023  // if oldsize == nChan, nothing to do
2024  if ( oldsize == nChan ) {
2025    os << "Specified channel number is same as current one. Nothing to do." << LogIO::POST ;
2026    return ;
2027  }
2028
2029  // if oldChan < nChan, unphysical operation
2030  if ( oldsize < nChan ) {
2031    os << "Unphysical operation. Nothing to do." << LogIO::POST ;
2032    return ;
2033  }
2034
[2433]2035  // change channel number for specCol_, flagCol_, and tsysCol_ (if necessary)
[1819]2036  vector<string> coordinfo = getCoordInfo() ;
2037  string oldinfo = coordinfo[0] ;
2038  coordinfo[0] = "Hz" ;
2039  setCoordInfo( coordinfo ) ;
2040  for ( int irow = 0 ; irow < nrow() ; irow++ ) {
2041    regridChannel( nChan, dnu, irow ) ;
2042  }
2043  coordinfo[0] = oldinfo ;
2044  setCoordInfo( coordinfo ) ;
2045
2046
2047  // NOTE: this method does not update metadata such as
2048  //       FREQUENCIES subtable, nChan, Bandwidth, etc.
2049
2050  return ;
2051}
2052
2053void asap::Scantable::regridChannel( int nChan, double dnu, int irow )
2054{
2055  // logging
2056  //ofstream ofs( "average.log", std::ios::out | std::ios::app ) ;
2057  //ofs << "IFNO = " << getIF( irow ) << " irow = " << irow << endl ;
2058
2059  Vector<Float> oldspec = specCol_( irow ) ;
2060  Vector<uChar> oldflag = flagsCol_( irow ) ;
[2431]2061  Vector<Float> oldtsys = tsysCol_( irow ) ;
[1819]2062  Vector<Float> newspec( nChan, 0 ) ;
[2431]2063  Vector<uChar> newflag( nChan, true ) ;
2064  Vector<Float> newtsys ;
2065  bool regridTsys = false ;
2066  if (oldtsys.size() == oldspec.size()) {
2067    regridTsys = true ;
2068    newtsys.resize(nChan,false) ;
2069    newtsys = 0 ;
2070  }
[1819]2071
2072  // regrid
2073  vector<double> abcissa = getAbcissa( irow ) ;
2074  int oldsize = abcissa.size() ;
2075  double olddnu = abcissa[1] - abcissa[0] ;
[2462]2076  //int ichan = 0 ;
[1819]2077  double wsum = 0.0 ;
[2433]2078  Vector<double> zi( nChan+1 ) ;
2079  Vector<double> yi( oldsize + 1 ) ;
[1819]2080  yi[0] = abcissa[0] - 0.5 * olddnu ;
[2431]2081  for ( int ii = 1 ; ii < oldsize ; ii++ )
[2433]2082    yi[ii] = 0.5* (abcissa[ii-1] + abcissa[ii]) ;
2083  yi[oldsize] = abcissa[oldsize-1] \
2084    + 0.5 * (abcissa[oldsize-1] - abcissa[oldsize-2]) ;
[2462]2085  //zi[0] = abcissa[0] - 0.5 * olddnu ;
2086  zi[0] = ((olddnu*dnu > 0) ? yi[0] : yi[oldsize]) ;
2087  for ( int ii = 1 ; ii < nChan ; ii++ )
2088    zi[ii] = zi[0] + dnu * ii ;
2089  zi[nChan] = zi[nChan-1] + dnu ;
2090  // Access zi and yi in ascending order
2091  int izs = ((dnu > 0) ? 0 : nChan ) ;
2092  int ize = ((dnu > 0) ? nChan : 0 ) ;
2093  int izincr = ((dnu > 0) ? 1 : -1 ) ;
2094  int ichan =  ((olddnu > 0) ? 0 : oldsize ) ;
2095  int iye = ((olddnu > 0) ? oldsize : 0 ) ;
2096  int iyincr = ((olddnu > 0) ? 1 : -1 ) ;
2097  //for ( int ii = izs ; ii != ize ; ii+=izincr ){
2098  int ii = izs ;
2099  while (ii != ize) {
2100    // always zl < zr
2101    double zl = zi[ii] ;
2102    double zr = zi[ii+izincr] ;
2103    // Need to access smaller index for the new spec, flag, and tsys.
2104    // Values between zi[k] and zi[k+1] should be stored in newspec[k], etc.
2105    int i = min(ii, ii+izincr) ;
2106    //for ( int jj = ichan ; jj != iye ; jj+=iyincr ) {
2107    int jj = ichan ;
2108    while (jj != iye) {
2109      // always yl < yr
2110      double yl = yi[jj] ;
2111      double yr = yi[jj+iyincr] ;
2112      // Need to access smaller index for the original spec, flag, and tsys.
2113      // Values between yi[k] and yi[k+1] are stored in oldspec[k], etc.
2114      int j = min(jj, jj+iyincr) ;
2115      if ( yr <= zl ) {
2116        jj += iyincr ;
2117        continue ;
[1819]2118      }
[2462]2119      else if ( yl <= zl ) {
2120        if ( yr < zr ) {
2121          if (!oldflag[j]) {
2122            newspec[i] += oldspec[j] * ( yr - zl ) ;
2123            if (regridTsys) newtsys[i] += oldtsys[j] * ( yr - zl ) ;
2124            wsum += ( yr - zl ) ;
2125          }
[2950]2126          newflag[i] = (newflag[i] && oldflag[j]) ? 1 << 7 : 0 ;
[2462]2127        }
2128        else {
2129          if (!oldflag[j]) {
2130            newspec[i] += oldspec[j] * abs(dnu) ;
2131            if (regridTsys) newtsys[i] += oldtsys[j] * abs(dnu) ;
2132            wsum += abs(dnu) ;
2133          }
[2950]2134          newflag[i] = (newflag[i] && oldflag[j]) ? 1 << 7 : 0 ;
[2462]2135          ichan = jj ;
2136          break ;
2137        }
[2431]2138      }
[2462]2139      else if ( yl < zr ) {
2140        if ( yr <= zr ) {
2141          if (!oldflag[j]) {
2142            newspec[i] += oldspec[j] * ( yr - yl ) ;
2143            if (regridTsys) newtsys[i] += oldtsys[j] * ( yr - yl ) ;
2144            wsum += ( yr - yl ) ;
2145          }
[2950]2146          newflag[i] = (newflag[i] && oldflag[j]) ? 1 << 7 : 0 ;
[2462]2147        }
2148        else {
2149          if (!oldflag[j]) {
2150            newspec[i] += oldspec[j] * ( zr - yl ) ;
2151            if (regridTsys) newtsys[i] += oldtsys[j] * ( zr - yl ) ;
2152            wsum += ( zr - yl ) ;
2153          }
[2950]2154          newflag[i] = (newflag[i] && oldflag[j]) ? 1 << 7 : 0 ;
[2462]2155          ichan = jj ;
2156          break ;
2157        }
[1819]2158      }
[2462]2159      else {
2160        ichan = jj - iyincr ;
2161        break ;
[2431]2162      }
[2462]2163      jj += iyincr ;
[1819]2164    }
[2462]2165    if ( wsum != 0.0 ) {
2166      newspec[i] /= wsum ;
2167      if (regridTsys) newtsys[i] /= wsum ;
2168    }
2169    wsum = 0.0 ;
2170    ii += izincr ;
[1819]2171  }
[2462]2172//   if ( dnu > 0.0 ) {
2173//     for ( int ii = 0 ; ii < nChan ; ii++ ) {
2174//       double zl = zi[ii] ;
2175//       double zr = zi[ii+1] ;
2176//       for ( int j = ichan ; j < oldsize ; j++ ) {
2177//         double yl = yi[j] ;
2178//         double yr = yi[j+1] ;
2179//         if ( yl <= zl ) {
2180//           if ( yr <= zl ) {
2181//             continue ;
2182//           }
2183//           else if ( yr <= zr ) {
2184//          if (!oldflag[j]) {
2185//            newspec[ii] += oldspec[j] * ( yr - zl ) ;
2186//            if (regridTsys) newtsys[ii] += oldtsys[j] * ( yr - zl ) ;
2187//            wsum += ( yr - zl ) ;
2188//          }
2189//          newflag[ii] = newflag[ii] && oldflag[j] ;
2190//           }
2191//           else {
2192//          if (!oldflag[j]) {
2193//            newspec[ii] += oldspec[j] * dnu ;
2194//            if (regridTsys) newtsys[ii] += oldtsys[j] * dnu ;
2195//            wsum += dnu ;
2196//          }
2197//          newflag[ii] = newflag[ii] && oldflag[j] ;
2198//             ichan = j ;
2199//             break ;
2200//           }
2201//         }
2202//         else if ( yl < zr ) {
2203//           if ( yr <= zr ) {
2204//          if (!oldflag[j]) {
2205//            newspec[ii] += oldspec[j] * ( yr - yl ) ;
2206//            if (regridTsys) newtsys[ii] += oldtsys[j] * ( yr - yl ) ;
2207//               wsum += ( yr - yl ) ;
2208//          }
2209//          newflag[ii] = newflag[ii] && oldflag[j] ;
2210//           }
2211//           else {
2212//          if (!oldflag[j]) {
2213//            newspec[ii] += oldspec[j] * ( zr - yl ) ;
2214//            if (regridTsys) newtsys[ii] += oldtsys[j] * ( zr - yl ) ;
2215//            wsum += ( zr - yl ) ;
2216//          }
2217//          newflag[ii] = newflag[ii] && oldflag[j] ;
2218//             ichan = j ;
2219//             break ;
2220//           }
2221//         }
2222//         else {
2223//           ichan = j - 1 ;
2224//           break ;
2225//         }
2226//       }
2227//       if ( wsum != 0.0 ) {
2228//         newspec[ii] /= wsum ;
2229//      if (regridTsys) newtsys[ii] /= wsum ;
2230//       }
2231//       wsum = 0.0 ;
2232//     }
[1819]2233//   }
[2462]2234//   else if ( dnu < 0.0 ) {
2235//     for ( int ii = 0 ; ii < nChan ; ii++ ) {
2236//       double zl = zi[ii] ;
2237//       double zr = zi[ii+1] ;
2238//       for ( int j = ichan ; j < oldsize ; j++ ) {
2239//         double yl = yi[j] ;
2240//         double yr = yi[j+1] ;
2241//         if ( yl >= zl ) {
2242//           if ( yr >= zl ) {
2243//             continue ;
2244//           }
2245//           else if ( yr >= zr ) {
2246//          if (!oldflag[j]) {
2247//            newspec[ii] += oldspec[j] * abs( yr - zl ) ;
2248//            if (regridTsys) newtsys[ii] += oldtsys[j] * abs( yr - zl ) ;
2249//            wsum += abs( yr - zl ) ;
2250//          }
2251//          newflag[ii] = newflag[ii] && oldflag[j] ;
2252//           }
2253//           else {
2254//          if (!oldflag[j]) {
2255//            newspec[ii] += oldspec[j] * abs( dnu ) ;
2256//            if (regridTsys) newtsys[ii] += oldtsys[j] * abs( dnu ) ;
2257//            wsum += abs( dnu ) ;
2258//          }
2259//          newflag[ii] = newflag[ii] && oldflag[j] ;
2260//             ichan = j ;
2261//             break ;
2262//           }
2263//         }
2264//         else if ( yl > zr ) {
2265//           if ( yr >= zr ) {
2266//          if (!oldflag[j]) {
2267//            newspec[ii] += oldspec[j] * abs( yr - yl ) ;
2268//            if (regridTsys) newtsys[ii] += oldtsys[j] * abs( yr - yl ) ;
2269//            wsum += abs( yr - yl ) ;
2270//          }
2271//          newflag[ii] = newflag[ii] && oldflag[j] ;
2272//           }
2273//           else {
2274//          if (!oldflag[j]) {
2275//            newspec[ii] += oldspec[j] * abs( zr - yl ) ;
2276//            if (regridTsys) newtsys[ii] += oldtsys[j] * abs( zr - yl ) ;
2277//            wsum += abs( zr - yl ) ;
2278//          }
2279//          newflag[ii] = newflag[ii] && oldflag[j] ;
2280//             ichan = j ;
2281//             break ;
2282//           }
2283//         }
2284//         else {
2285//           ichan = j - 1 ;
2286//           break ;
2287//         }
2288//       }
2289//       if ( wsum != 0.0 ) {
2290//         newspec[ii] /= wsum ;
2291//      if (regridTsys) newtsys[ii] /= wsum ;
2292//       }
2293//       wsum = 0.0 ;
[1819]2294//     }
2295//   }
[2462]2296// //   //ofs << "olddnu = " << olddnu << ", dnu = " << dnu << endl ;
2297// //   pile += dnu ;
2298// //   wedge = olddnu * ( refChan + 1 ) ;
2299// //   while ( wedge < pile ) {
2300// //     newspec[0] += olddnu * oldspec[refChan] ;
2301// //     newflag[0] = newflag[0] || oldflag[refChan] ;
2302// //     //ofs << "channel " << refChan << " is included in new channel 0" << endl ;
2303// //     refChan++ ;
2304// //     wedge += olddnu ;
2305// //     wsum += olddnu ;
2306// //     //ofs << "newspec[0] = " << newspec[0] << " wsum = " << wsum << endl ;
2307// //   }
2308// //   frac = ( wedge - pile ) / olddnu ;
2309// //   wsum += ( 1.0 - frac ) * olddnu ;
2310// //   newspec[0] += ( 1.0 - frac ) * olddnu * oldspec[refChan] ;
2311// //   newflag[0] = newflag[0] || oldflag[refChan] ;
2312// //   //ofs << "channel " << refChan << " is partly included in new channel 0" << " with fraction of " << ( 1.0 - frac ) << endl ;
2313// //   //ofs << "newspec[0] = " << newspec[0] << " wsum = " << wsum << endl ;
2314// //   newspec[0] /= wsum ;
2315// //   //ofs << "newspec[0] = " << newspec[0] << endl ;
2316// //   //ofs << "wedge = " << wedge << ", pile = " << pile << endl ;
[1819]2317
[2462]2318// //   /***
2319// //    * ichan = 1 - nChan-2
2320// //    ***/
2321// //   for ( int ichan = 1 ; ichan < nChan - 1 ; ichan++ ) {
2322// //     pile += dnu ;
2323// //     newspec[ichan] += frac * olddnu * oldspec[refChan] ;
2324// //     newflag[ichan] = newflag[ichan] || oldflag[refChan] ;
2325// //     //ofs << "channel " << refChan << " is partly included in new channel " << ichan << " with fraction of " << frac << endl ;
2326// //     refChan++ ;
2327// //     wedge += olddnu ;
2328// //     wsum = frac * olddnu ;
2329// //     //ofs << "newspec[" << ichan << "] = " << newspec[ichan] << " wsum = " << wsum << endl ;
2330// //     while ( wedge < pile ) {
2331// //       newspec[ichan] += olddnu * oldspec[refChan] ;
2332// //       newflag[ichan] = newflag[ichan] || oldflag[refChan] ;
2333// //       //ofs << "channel " << refChan << " is included in new channel " << ichan << endl ;
2334// //       refChan++ ;
2335// //       wedge += olddnu ;
2336// //       wsum += olddnu ;
2337// //       //ofs << "newspec[" << ichan << "] = " << newspec[ichan] << " wsum = " << wsum << endl ;
2338// //     }
2339// //     frac = ( wedge - pile ) / olddnu ;
2340// //     wsum += ( 1.0 - frac ) * olddnu ;
2341// //     newspec[ichan] += ( 1.0 - frac ) * olddnu * oldspec[refChan] ;
2342// //     newflag[ichan] = newflag[ichan] || oldflag[refChan] ;
2343// //     //ofs << "channel " << refChan << " is partly included in new channel " << ichan << " with fraction of " << ( 1.0 - frac ) << endl ;
2344// //     //ofs << "wedge = " << wedge << ", pile = " << pile << endl ;
2345// //     //ofs << "newspec[" << ichan << "] = " << newspec[ichan] << " wsum = " << wsum << endl ;
2346// //     newspec[ichan] /= wsum ;
2347// //     //ofs << "newspec[" << ichan << "] = " << newspec[ichan] << endl ;
2348// //   }
[1819]2349
[2462]2350// //   /***
2351// //    * ichan = nChan-1
2352// //    ***/
2353// //   // NOTE: Assumed that all spectra have the same bandwidth
2354// //   pile += dnu ;
2355// //   newspec[nChan-1] += frac * olddnu * oldspec[refChan] ;
2356// //   newflag[nChan-1] = newflag[nChan-1] || oldflag[refChan] ;
2357// //   //ofs << "channel " << refChan << " is partly included in new channel " << nChan-1 << " with fraction of " << frac << endl ;
2358// //   refChan++ ;
2359// //   wedge += olddnu ;
2360// //   wsum = frac * olddnu ;
2361// //   //ofs << "newspec[" << nChan - 1 << "] = " << newspec[nChan-1] << " wsum = " << wsum << endl ;
2362// //   for ( int jchan = refChan ; jchan < oldsize ; jchan++ ) {
2363// //     newspec[nChan-1] += olddnu * oldspec[jchan] ;
2364// //     newflag[nChan-1] = newflag[nChan-1] || oldflag[jchan] ;
2365// //     wsum += olddnu ;
2366// //     //ofs << "channel " << jchan << " is included in new channel " << nChan-1 << " with fraction of " << frac << endl ;
2367// //     //ofs << "newspec[" << nChan - 1 << "] = " << newspec[nChan-1] << " wsum = " << wsum << endl ;
2368// //   }
2369// //   //ofs << "wedge = " << wedge << ", pile = " << pile << endl ;
2370// //   //ofs << "newspec[" << nChan - 1 << "] = " << newspec[nChan-1] << " wsum = " << wsum << endl ;
2371// //   newspec[nChan-1] /= wsum ;
2372// //   //ofs << "newspec[" << nChan - 1 << "] = " << newspec[nChan-1] << endl ;
[1819]2373
[2462]2374// //   // ofs.close() ;
2375
[2032]2376  specCol_.put( irow, newspec ) ;
2377  flagsCol_.put( irow, newflag ) ;
[2431]2378  if (regridTsys) tsysCol_.put( irow, newtsys );
[1819]2379
2380  return ;
2381}
2382
[2595]2383void Scantable::regridChannel( int nChan, double dnu, double fmin, int irow )
2384{
2385  Vector<Float> oldspec = specCol_( irow ) ;
2386  Vector<uChar> oldflag = flagsCol_( irow ) ;
2387  Vector<Float> oldtsys = tsysCol_( irow ) ;
2388  Vector<Float> newspec( nChan, 0 ) ;
2389  Vector<uChar> newflag( nChan, true ) ;
2390  Vector<Float> newtsys ;
2391  bool regridTsys = false ;
2392  if (oldtsys.size() == oldspec.size()) {
2393    regridTsys = true ;
2394    newtsys.resize(nChan,false) ;
2395    newtsys = 0 ;
2396  }
2397 
2398  // regrid
2399  vector<double> abcissa = getAbcissa( irow ) ;
2400  int oldsize = abcissa.size() ;
2401  double olddnu = abcissa[1] - abcissa[0] ;
2402  //int ichan = 0 ;
2403  double wsum = 0.0 ;
2404  Vector<double> zi( nChan+1 ) ;
2405  Vector<double> yi( oldsize + 1 ) ;
2406  Block<uInt> count( nChan, 0 ) ;
2407  yi[0] = abcissa[0] - 0.5 * olddnu ;
2408  for ( int ii = 1 ; ii < oldsize ; ii++ )
2409    yi[ii] = 0.5* (abcissa[ii-1] + abcissa[ii]) ;
2410  yi[oldsize] = abcissa[oldsize-1] \
2411    + 0.5 * (abcissa[oldsize-1] - abcissa[oldsize-2]) ;
2412//   cout << "olddnu=" << olddnu << ", dnu=" << dnu << " (diff=" << olddnu-dnu << ")" << endl ;
2413//   cout << "yi[0]=" << yi[0] << ", fmin=" << fmin << " (diff=" << yi[0]-fmin << ")" << endl ;
2414//   cout << "oldsize=" << oldsize << ", nChan=" << nChan << endl ;
2415
2416  // do not regrid if input parameters are almost same as current
2417  // spectral setup
2418  double dnuDiff = abs( ( dnu - olddnu ) / olddnu ) ;
2419  double oldfmin = min( yi[0], yi[oldsize] ) ;
2420  double fminDiff = abs( ( fmin - oldfmin ) / oldfmin ) ;
2421  double nChanDiff = nChan - oldsize ;
2422  double eps = 1.0e-8 ;
2423  if ( nChanDiff == 0 && dnuDiff < eps && fminDiff < eps )
2424    return ;
2425
2426  //zi[0] = abcissa[0] - 0.5 * olddnu ;
2427  //zi[0] = ((olddnu*dnu > 0) ? yi[0] : yi[oldsize]) ;
2428  if ( dnu > 0 )
2429    zi[0] = fmin - 0.5 * dnu ;
2430  else
2431    zi[0] = fmin + nChan * abs(dnu) ;
2432  for ( int ii = 1 ; ii < nChan ; ii++ )
2433    zi[ii] = zi[0] + dnu * ii ;
2434  zi[nChan] = zi[nChan-1] + dnu ;
2435  // Access zi and yi in ascending order
2436  int izs = ((dnu > 0) ? 0 : nChan ) ;
2437  int ize = ((dnu > 0) ? nChan : 0 ) ;
2438  int izincr = ((dnu > 0) ? 1 : -1 ) ;
2439  int ichan =  ((olddnu > 0) ? 0 : oldsize ) ;
2440  int iye = ((olddnu > 0) ? oldsize : 0 ) ;
2441  int iyincr = ((olddnu > 0) ? 1 : -1 ) ;
2442  //for ( int ii = izs ; ii != ize ; ii+=izincr ){
2443  int ii = izs ;
2444  while (ii != ize) {
2445    // always zl < zr
2446    double zl = zi[ii] ;
2447    double zr = zi[ii+izincr] ;
2448    // Need to access smaller index for the new spec, flag, and tsys.
2449    // Values between zi[k] and zi[k+1] should be stored in newspec[k], etc.
2450    int i = min(ii, ii+izincr) ;
2451    //for ( int jj = ichan ; jj != iye ; jj+=iyincr ) {
2452    int jj = ichan ;
2453    while (jj != iye) {
2454      // always yl < yr
2455      double yl = yi[jj] ;
2456      double yr = yi[jj+iyincr] ;
2457      // Need to access smaller index for the original spec, flag, and tsys.
2458      // Values between yi[k] and yi[k+1] are stored in oldspec[k], etc.
2459      int j = min(jj, jj+iyincr) ;
2460      if ( yr <= zl ) {
2461        jj += iyincr ;
2462        continue ;
2463      }
2464      else if ( yl <= zl ) {
2465        if ( yr < zr ) {
2466          if (!oldflag[j]) {
2467            newspec[i] += oldspec[j] * ( yr - zl ) ;
2468            if (regridTsys) newtsys[i] += oldtsys[j] * ( yr - zl ) ;
2469            wsum += ( yr - zl ) ;
2470            count[i]++ ;
2471          }
2472          newflag[i] = newflag[i] && oldflag[j] ;
2473        }
2474        else {
2475          if (!oldflag[j]) {
2476            newspec[i] += oldspec[j] * abs(dnu) ;
2477            if (regridTsys) newtsys[i] += oldtsys[j] * abs(dnu) ;
2478            wsum += abs(dnu) ;
2479            count[i]++ ;
2480          }
2481          newflag[i] = newflag[i] && oldflag[j] ;
2482          ichan = jj ;
2483          break ;
2484        }
2485      }
2486      else if ( yl < zr ) {
2487        if ( yr <= zr ) {
2488          if (!oldflag[j]) {
2489            newspec[i] += oldspec[j] * ( yr - yl ) ;
2490            if (regridTsys) newtsys[i] += oldtsys[j] * ( yr - yl ) ;
2491            wsum += ( yr - yl ) ;
2492            count[i]++ ;
2493          }
2494          newflag[i] = newflag[i] && oldflag[j] ;
2495        }
2496        else {
2497          if (!oldflag[j]) {
2498            newspec[i] += oldspec[j] * ( zr - yl ) ;
2499            if (regridTsys) newtsys[i] += oldtsys[j] * ( zr - yl ) ;
2500            wsum += ( zr - yl ) ;
2501            count[i]++ ;
2502          }
2503          newflag[i] = newflag[i] && oldflag[j] ;
2504          ichan = jj ;
2505          break ;
2506        }
2507      }
2508      else {
2509        //ichan = jj - iyincr ;
2510        break ;
2511      }
2512      jj += iyincr ;
2513    }
2514    if ( wsum != 0.0 ) {
2515      newspec[i] /= wsum ;
2516      if (regridTsys) newtsys[i] /= wsum ;
2517    }
2518    wsum = 0.0 ;
2519    ii += izincr ;
2520  }
2521
2522  // flag out channels without data
2523  // this is tentative since there is no specific definition
2524  // on bit flag...
2525  uChar noData = 1 << 7 ;
2526  for ( Int i = 0 ; i < nChan ; i++ ) {
2527    if ( count[i] == 0 )
2528      newflag[i] = noData ;
2529  }
2530
2531  specCol_.put( irow, newspec ) ;
2532  flagsCol_.put( irow, newflag ) ;
2533  if (regridTsys) tsysCol_.put( irow, newtsys );
2534
2535  return ;
2536}
2537
[1730]2538std::vector<float> Scantable::getWeather(int whichrow) const
2539{
2540  std::vector<float> out(5);
2541  //Float temperature, pressure, humidity, windspeed, windaz;
2542  weatherTable_.getEntry(out[0], out[1], out[2], out[3], out[4],
2543                         mweatheridCol_(uInt(whichrow)));
2544
2545
2546  return out;
[1391]2547}
[1730]2548
[2831]2549bool Scantable::isAllChannelsFlagged(uInt whichrow)
[1907]2550{
[2831]2551  uInt rflag;
2552  flagrowCol_.get(whichrow, rflag);
2553  if (rflag > 0)
2554    return true;
[3023]2555  bool flag;
[1907]2556  Vector<uChar> flags;
[2047]2557  flagsCol_.get(whichrow, flags);
[3023]2558  flag = (flags[0]>0);
[2047]2559  for (uInt i = 1; i < flags.size(); ++i) {
[3023]2560    flag &= (flags[i]>0);
[2012]2561  }
[2837]2562  //  return ((flag >> 7) == 1);
2563  return (flag > 0);
[2012]2564}
2565
[3023]2566std::size_t Scantable::nValidMask(const std::vector<bool>& mask)
2567{
2568  std::size_t nvalid=0;
[3026]2569  // the assertion lines had better be replaced with static_assert when c++11 is supported
2570  AlwaysAssert(static_cast<std::size_t>(true)==1, AipsError);
2571  AlwaysAssert(static_cast<std::size_t>(false)==0, AipsError);
[3023]2572  for (uInt i = 1; i < mask.size(); ++i) {
2573    nvalid += static_cast<std::size_t>(mask[i]);
2574  }
2575  return nvalid;
2576}
2577
2578
[2811]2579std::vector<std::string> Scantable::applyBaselineTable(const std::string& bltable, const bool returnfitresult, const std::string& outbltable, const bool outbltableexists, const bool overwrite)
[2047]2580{
[2773]2581  STBaselineTable btin = STBaselineTable(bltable);
[2767]2582
[2773]2583  Vector<Bool> applyCol = btin.getApply();
[2767]2584  int nRowBl = applyCol.size();
2585  if (nRowBl != nrow()) {
2586    throw(AipsError("Scantable and bltable have different number of rows."));
2587  }
2588
2589  std::vector<std::string> res;
2590  res.clear();
2591
2592  bool outBaselineTable = ((outbltable != "") && (!outbltableexists || overwrite));
2593  bool bltableidentical = (bltable == outbltable);
[2773]2594  STBaselineTable btout = STBaselineTable(*this);
2595  ROScalarColumn<Double> tcol = ROScalarColumn<Double>(table_, "TIME");
2596  Vector<Double> timeSecCol = tcol.getColumn();
[2767]2597
2598  for (int whichrow = 0; whichrow < nRowBl; ++whichrow) {
2599    if (applyCol[whichrow]) {
2600      std::vector<float> spec = getSpectrum(whichrow);
2601
[2773]2602      std::vector<bool> mask = btin.getMask(whichrow);  //use mask_bltable only
[2767]2603
[2773]2604      STBaselineFunc::FuncName ftype = btin.getFunctionName(whichrow);
2605      std::vector<int> fpar = btin.getFuncParam(whichrow);
[2767]2606      std::vector<float> params;
2607      float rms;
2608      std::vector<float> resfit = doApplyBaselineTable(spec, mask, ftype, fpar, params, rms);
2609      setSpectrum(resfit, whichrow);
2610
[2811]2611      if (returnfitresult) {
2612        res.push_back(packFittingResults(whichrow, params, rms));
2613      }
[2767]2614
2615      if (outBaselineTable) {
2616        if (outbltableexists) {
2617          if (overwrite) {
2618            if (bltableidentical) {
[2773]2619              btin.setresult(uInt(whichrow), Vector<Float>(params), Float(rms));
[2767]2620            } else {
[2773]2621              btout.setresult(uInt(whichrow), Vector<Float>(params), Float(rms));
[2767]2622            }
2623          }
2624        } else {
[2773]2625          btout.appenddata(getScan(whichrow), getCycle(whichrow), getBeam(whichrow),
2626                           getIF(whichrow), getPol(whichrow), 0, timeSecCol[whichrow],
2627                           true, ftype, fpar, std::vector<float>(),
2628                           getMaskListFromMask(mask), params, rms, spec.size(),
2629                           3.0, 0, 0.0, 0, std::vector<int>());
[2767]2630        }
2631      }
2632    }
2633  }
2634
2635  if (outBaselineTable) {
2636    if (bltableidentical) {
[2773]2637      btin.save(outbltable);
[2767]2638    } else {
[2773]2639      btout.save(outbltable);
[2767]2640    }
2641  }
2642
2643  return res;
2644}
2645
[2811]2646std::vector<std::string> Scantable::subBaseline(const std::vector<std::string>& blInfoList, const bool returnfitresult, const std::string& outbltable, const bool outbltableexists, const bool overwrite)
[2767]2647{
2648  int nRowBl = blInfoList.size();
2649  int nRowSt = nrow();
2650
2651  std::vector<std::string> res;
2652  res.clear();
2653
2654  bool outBaselineTable = ((outbltable != "") && (!outbltableexists || overwrite));
2655  if ((outbltable != "") && outbltableexists && !overwrite) {
2656    throw(AipsError("Cannot overwrite bltable. Set overwrite=True."));
2657  }
2658
[2883]2659  STBaselineTable* btp;
[2773]2660  ROScalarColumn<Double> tcol = ROScalarColumn<Double>(table_, "TIME");
2661  Vector<Double> timeSecCol = tcol.getColumn();
[2767]2662
[2883]2663  if (outBaselineTable) {
2664    if (outbltableexists) {
2665      btp = new STBaselineTable((String)outbltable);
2666    } else {
2667      btp = new STBaselineTable(*this);
[3009]2668      // for (int i = 0; i < nRowSt; ++i) {
2669      //   btp->appendbasedata(getScan(i), getCycle(i), getBeam(i), getIF(i), getPol(i),
2670      //                   0, timeSecCol[i]);
2671      //   btp->setApply(i, false);
2672      // }
[2767]2673    }
[3009]2674    int nrow = btp->nrow();
2675    for (int i = nrow; i < nRowSt; ++i) {
2676      btp->appendbasedata(getScan(i), getCycle(i), getBeam(i), getIF(i), getPol(i),
2677                          0, timeSecCol[i]);
2678      btp->setApply(i, false);
2679    }
[2767]2680  }
2681
2682  for (int i = 0; i < nRowBl; ++i) {
2683    int irow;
2684    STBaselineFunc::FuncName ftype;
2685    std::vector<bool> mask;
2686    std::vector<int> fpar;
2687    float clipth;
2688    int clipn;
2689    bool uself;
2690    float lfth;
2691    std::vector<int> lfedge;
2692    int lfavg;
2693    parseBlInfo(blInfoList[i], irow, ftype, fpar, mask, clipth, clipn, uself, lfth, lfedge, lfavg);
2694
2695    if (irow < nRowSt) {
2696      std::vector<float> spec = getSpectrum(irow);
2697      std::vector<float> params;
2698      float rms;
2699      std::vector<bool> finalmask;
[3009]2700      Bool doApply = True;
2701     
[3018]2702      if (!isAllChannelsFlagged(irow)) {
[3009]2703        std::vector<float> resfit = doSubtractBaseline(spec, mask, ftype, fpar, params, rms, finalmask, clipth, clipn, uself, irow, lfth, lfedge, lfavg);
2704        setSpectrum(resfit, irow);
2705      }
2706      else {
2707        doApply = False;
2708      }
[2767]2709
[2811]2710      if (returnfitresult) {
2711        res.push_back(packFittingResults(irow, params, rms));
2712      }
2713
[2767]2714      if (outBaselineTable) {
2715        Vector<Int> fparam(fpar.size());
2716        for (uInt j = 0; j < fparam.size(); ++j) {
2717          fparam[j] = (Int)fpar[j];
2718        }
2719
[2883]2720        btp->setdata(uInt(irow),
[2767]2721                    uInt(getScan(irow)), uInt(getCycle(irow)),
2722                    uInt(getBeam(irow)), uInt(getIF(irow)), uInt(getPol(irow)),
[3009]2723                    uInt(0), timeSecCol[irow], doApply, ftype, fparam,
[2773]2724                    Vector<Float>(), getMaskListFromMask(finalmask), Vector<Float>(params),
[2767]2725                    Float(rms), uInt(spec.size()), Float(clipth), uInt(clipn),
2726                    Float(0.0), uInt(0), Vector<uInt>());
2727      }
2728
2729    }
2730  }
2731
2732  if (outBaselineTable) {
[2883]2733    btp->save(outbltable);
[2767]2734  }
2735
[2883]2736  delete btp;
[2767]2737  return res;
2738}
2739
[2773]2740std::vector<float> Scantable::doApplyBaselineTable(std::vector<float>& spec,
2741                                                   std::vector<bool>& mask,
2742                                                   const STBaselineFunc::FuncName ftype,
2743                                                   std::vector<int>& fpar,
2744                                                   std::vector<float>& params,
2745                                                   float&rms)
[2767]2746{
2747  std::vector<bool> finalmask;
2748  std::vector<int> lfedge;
2749  return doSubtractBaseline(spec, mask, ftype, fpar, params, rms, finalmask, 0.0, 0, false, 0, 0.0, lfedge, 0);
2750}
2751
[2774]2752std::vector<float> Scantable::doSubtractBaseline(std::vector<float>& spec,
2753                                                 std::vector<bool>& mask,
2754                                                 const STBaselineFunc::FuncName ftype,
2755                                                 std::vector<int>& fpar,
2756                                                 std::vector<float>& params,
2757                                                 float&rms,
2758                                                 std::vector<bool>& finalmask,
2759                                                 float clipth,
2760                                                 int clipn,
2761                                                 bool uself,
2762                                                 int irow,
2763                                                 float lfth,
2764                                                 std::vector<int>& lfedge,
2765                                                 int lfavg)
[2767]2766{
2767  if (uself) {
2768    STLineFinder lineFinder = STLineFinder();
[2774]2769    initLineFinder(lfedge, lfth, lfavg, lineFinder);
[2767]2770    std::vector<int> currentEdge;
[2774]2771    mask = getCompositeChanMask(irow, mask, lfedge, currentEdge, lineFinder);
[2946]2772  } else {
2773    mask = getCompositeChanMask(irow, mask);
[2767]2774  }
2775
2776  std::vector<float> res;
2777  if (ftype == STBaselineFunc::Polynomial) {
2778    res = doPolynomialFitting(spec, mask, fpar[0], params, rms, finalmask, clipth, clipn);
2779  } else if (ftype == STBaselineFunc::Chebyshev) {
2780    res = doChebyshevFitting(spec, mask, fpar[0], params, rms, finalmask, clipth, clipn);
2781  } else if (ftype == STBaselineFunc::CSpline) {
2782    if (fpar.size() > 1) { // reading from baseline table in which pieceEdges are already calculated and stored.
2783      res = doCubicSplineFitting(spec, mask, fpar, params, rms, finalmask, clipth, clipn);
2784    } else {               // usual cspline fitting by giving nPiece only. fpar will be replaced with pieceEdges.
2785      res = doCubicSplineFitting(spec, mask, fpar[0], fpar, params, rms, finalmask, clipth, clipn);
2786    }
2787  } else if (ftype == STBaselineFunc::Sinusoid) {
2788    res = doSinusoidFitting(spec, mask, fpar, params, rms, finalmask, clipth, clipn);
2789  }
2790
2791  return res;
2792}
2793
2794std::string Scantable::packFittingResults(const int irow, const std::vector<float>& params, const float rms)
2795{
2796  // returned value: "irow:params[0],params[1],..,params[n-1]:rms"
2797  ostringstream os;
2798  os << irow << ':';
2799  for (uInt i = 0; i < params.size(); ++i) {
2800    if (i > 0) {
2801      os << ',';
2802    }
2803    os << params[i];
2804  }
2805  os << ':' << rms;
2806
2807  return os.str();
2808}
2809
2810void Scantable::parseBlInfo(const std::string& blInfo, int& irow, STBaselineFunc::FuncName& ftype, std::vector<int>& fpar, std::vector<bool>& mask, float& thresClip, int& nIterClip, bool& useLineFinder, float& thresLF, std::vector<int>& edgeLF, int& avgLF)
2811{
2812  // The baseline info to be parsed must be column-delimited string like
2813  // "0:chebyshev:5:3,5,169,174,485,487" where the elements are
2814  // row number, funcType, funcOrder, maskList, clipThreshold, clipNIter,
2815  // useLineFinder, lfThreshold, lfEdge and lfChanAvgLimit.
2816
2817  std::vector<string> res = splitToStringList(blInfo, ':');
2818  if (res.size() < 4) {
2819    throw(AipsError("baseline info has bad format")) ;
2820  }
2821
2822  string ftype0, fpar0, masklist0, uself0, edge0;
2823  std::vector<int> masklist;
2824
2825  stringstream ss;
2826  ss << res[0];
2827  ss >> irow;
2828  ss.clear(); ss.str("");
2829
2830  ss << res[1];
2831  ss >> ftype0;
2832  if (ftype0 == "poly") {
2833    ftype = STBaselineFunc::Polynomial;
2834  } else if (ftype0 == "cspline") {
2835    ftype = STBaselineFunc::CSpline;
2836  } else if (ftype0 == "sinusoid") {
2837    ftype = STBaselineFunc::Sinusoid;
2838  } else if (ftype0 == "chebyshev") {
2839    ftype = STBaselineFunc::Chebyshev;
2840  } else {
2841    throw(AipsError("invalid function type."));
2842  }
2843  ss.clear(); ss.str("");
2844
2845  ss << res[2];
2846  ss >> fpar0;
2847  fpar = splitToIntList(fpar0, ',');
2848  ss.clear(); ss.str("");
2849
2850  ss << res[3];
2851  ss >> masklist0;
2852  mask = getMaskFromMaskList(nchan(getIF(irow)), splitToIntList(masklist0, ','));
[2883]2853  ss.clear(); ss.str("");
[2767]2854
2855  ss << res[4];
2856  ss >> thresClip;
2857  ss.clear(); ss.str("");
2858
2859  ss << res[5];
2860  ss >> nIterClip;
2861  ss.clear(); ss.str("");
2862
2863  ss << res[6];
2864  ss >> uself0;
2865  if (uself0 == "true") {
2866    useLineFinder = true;
2867  } else {
2868    useLineFinder = false;
2869  }
2870  ss.clear(); ss.str("");
2871
2872  if (useLineFinder) {
2873    ss << res[7];
2874    ss >> thresLF;
2875    ss.clear(); ss.str("");
2876
2877    ss << res[8];
2878    ss >> edge0;
2879    edgeLF = splitToIntList(edge0, ',');
2880    ss.clear(); ss.str("");
2881
2882    ss << res[9];
2883    ss >> avgLF;
2884    ss.clear(); ss.str("");
2885  }
2886
2887}
2888
2889std::vector<int> Scantable::splitToIntList(const std::string& s, const char delim)
2890{
2891  istringstream iss(s);
2892  string tmp;
2893  int tmpi;
2894  std::vector<int> res;
2895  stringstream ss;
2896  while (getline(iss, tmp, delim)) {
2897    ss << tmp;
2898    ss >> tmpi;
2899    res.push_back(tmpi);
2900    ss.clear(); ss.str("");
2901  }
2902
2903  return res;
2904}
2905
2906std::vector<string> Scantable::splitToStringList(const std::string& s, const char delim)
2907{
2908  istringstream iss(s);
2909  std::string tmp;
2910  std::vector<string> res;
2911  while (getline(iss, tmp, delim)) {
2912    res.push_back(tmp);
2913  }
2914
2915  return res;
2916}
2917
2918std::vector<bool> Scantable::getMaskFromMaskList(const int nchan, const std::vector<int>& masklist)
2919{
2920  if (masklist.size() % 2 != 0) {
2921    throw(AipsError("masklist must have even number of elements."));
2922  }
2923
2924  std::vector<bool> res(nchan);
2925
2926  for (int i = 0; i < nchan; ++i) {
2927    res[i] = false;
2928  }
2929  for (uInt j = 0; j < masklist.size(); j += 2) {
[3009]2930    for (int i = masklist[j]; i <= min(nchan-1, masklist[j+1]); ++i) {
[2767]2931      res[i] = true;
2932    }
2933  }
2934
2935  return res;
2936}
2937
[2773]2938Vector<uInt> Scantable::getMaskListFromMask(const std::vector<bool>& mask)
[2767]2939{
[2773]2940  std::vector<int> masklist;
2941  masklist.clear();
2942
2943  for (uInt i = 0; i < mask.size(); ++i) {
2944    if (mask[i]) {
2945      if ((i == 0)||(i == mask.size()-1)) {
2946        masklist.push_back(i);
2947      } else {
2948        if ((mask[i])&&(!mask[i-1])) {
2949          masklist.push_back(i);
2950        }
2951        if ((mask[i])&&(!mask[i+1])) {
2952          masklist.push_back(i);
2953        }
2954      }
2955    }
2956  }
2957
2958  Vector<uInt> res(masklist.size());
2959  for (uInt i = 0; i < masklist.size(); ++i) {
2960    res[i] = (uInt)masklist[i];
2961  }
2962
2963  return res;
2964}
2965
2966void Scantable::initialiseBaselining(const std::string& blfile,
2967                                     ofstream& ofs,
2968                                     const bool outLogger,
2969                                     bool& outTextFile,
2970                                     bool& csvFormat,
2971                                     String& coordInfo,
2972                                     bool& hasSameNchan,
2973                                     const std::string& progressInfo,
2974                                     bool& showProgress,
2975                                     int& minNRow,
2976                                     Vector<Double>& timeSecCol)
2977{
2978  csvFormat = false;
2979  outTextFile = false;
2980
2981  if (blfile != "") {
2982    csvFormat = (blfile.substr(0, 1) == "T");
2983    ofs.open(blfile.substr(1).c_str(), ios::out | ios::app);
2984    if (ofs) outTextFile = true;
2985  }
2986
2987  coordInfo = "";
2988  hasSameNchan = true;
2989
2990  if (outLogger || outTextFile) {
2991    coordInfo = getCoordInfo()[0];
2992    if (coordInfo == "") coordInfo = "channel";
2993    hasSameNchan = hasSameNchanOverIFs();
2994  }
2995
2996  parseProgressInfo(progressInfo, showProgress, minNRow);
2997
2998  ROScalarColumn<Double> tcol = ROScalarColumn<Double>(table_, "TIME");
2999  timeSecCol = tcol.getColumn();
3000}
3001
3002void Scantable::finaliseBaselining(const bool outBaselineTable,
3003                                   STBaselineTable* pbt,
3004                                   const string& bltable,
3005                                   const bool outTextFile,
3006                                   ofstream& ofs)
3007{
3008  if (outBaselineTable) {
3009    pbt->save(bltable);
3010  }
3011
3012  if (outTextFile) ofs.close();
3013}
3014
3015void Scantable::initLineFinder(const std::vector<int>& edge,
3016                               const float threshold,
3017                               const int chanAvgLimit,
3018                               STLineFinder& lineFinder)
3019{
[2774]3020  if ((edge.size() > 2) && (edge.size() < getIFNos().size()*2)) {
[2773]3021    throw(AipsError("Length of edge element info is less than that of IFs"));
3022  }
3023
3024  lineFinder.setOptions(threshold, 3, chanAvgLimit);
3025}
3026
3027void Scantable::polyBaseline(const std::vector<bool>& mask, int order,
3028                             float thresClip, int nIterClip,
3029                             bool getResidual,
3030                             const std::string& progressInfo,
3031                             const bool outLogger, const std::string& blfile,
3032                             const std::string& bltable)
3033{
[2774]3034  /****
[2767]3035  double TimeStart = mathutil::gettimeofday_sec();
[2774]3036  ****/
[2767]3037
[2193]3038  try {
3039    ofstream ofs;
[2773]3040    String coordInfo;
3041    bool hasSameNchan, outTextFile, csvFormat, showProgress;
[2193]3042    int minNRow;
[2767]3043    int nRow = nrow();
[2773]3044    std::vector<bool> chanMask, finalChanMask;
[2767]3045    float rms;
[2773]3046    bool outBaselineTable = (bltable != "");
3047    STBaselineTable bt = STBaselineTable(*this);
3048    Vector<Double> timeSecCol;
[3026]3049    size_t flagged=0;
[2767]3050
[2773]3051    initialiseBaselining(blfile, ofs, outLogger, outTextFile, csvFormat,
3052                         coordInfo, hasSameNchan,
3053                         progressInfo, showProgress, minNRow,
3054                         timeSecCol);
[2767]3055
[2773]3056    std::vector<int> nChanNos;
3057    std::vector<std::vector<std::vector<double> > > modelReservoir;
3058    modelReservoir = getPolynomialModelReservoir(order,
3059                                                 &Scantable::getNormalPolynomial,
3060                                                 nChanNos);
[2968]3061    int nModel = modelReservoir.size();
[2773]3062
[2193]3063    for (int whichrow = 0; whichrow < nRow; ++whichrow) {
[2767]3064      std::vector<float> sp = getSpectrum(whichrow);
[2193]3065      chanMask = getCompositeChanMask(whichrow, mask);
[2968]3066      std::vector<float> params;
[2773]3067
[3023]3068      //if (flagrowCol_(whichrow) == 0) {
3069      if (flagrowCol_(whichrow)==0 && nValidMask(chanMask)>0) {
[2968]3070        int nClipped = 0;
3071        std::vector<float> res;
3072        res = doLeastSquareFitting(sp, chanMask,
[2773]3073                                   modelReservoir[getIdxOfNchan(sp.size(), nChanNos)],
3074                                   params, rms, finalChanMask,
3075                                   nClipped, thresClip, nIterClip, getResidual);
[2767]3076
[2968]3077        if (outBaselineTable) {
3078          bt.appenddata(getScan(whichrow), getCycle(whichrow), getBeam(whichrow),
3079                        getIF(whichrow), getPol(whichrow), 0, timeSecCol[whichrow],
3080                        true, STBaselineFunc::Polynomial, order, std::vector<float>(),
3081                        getMaskListFromMask(finalChanMask), params, rms, sp.size(),
3082                        thresClip, nIterClip, 0.0, 0, std::vector<int>());
3083        } else {
3084          setSpectrum(res, whichrow);
3085        }
3086
3087        outputFittingResult(outLogger, outTextFile, csvFormat, chanMask, whichrow,
3088                            coordInfo, hasSameNchan, ofs, "polyBaseline()",
3089                            params, nClipped);
[2767]3090      } else {
[3024]3091        // no valid channels to fit (flag the row)
3092        flagrowCol_.put(whichrow, 1);
[3026]3093        ++flagged;
[2968]3094        if (outBaselineTable) {
3095          params.resize(nModel);
3096          for (uInt i = 0; i < params.size(); ++i) {
3097            params[i] = 0.0;
3098          }
3099          bt.appenddata(getScan(whichrow), getCycle(whichrow), getBeam(whichrow),
3100                        getIF(whichrow), getPol(whichrow), 0, timeSecCol[whichrow],
3101                        true, STBaselineFunc::Polynomial, order, std::vector<float>(),
3102                        getMaskListFromMask(chanMask), params, 0.0, sp.size(),
3103                        thresClip, nIterClip, 0.0, 0, std::vector<int>());
3104        }
[2767]3105      }
3106
[2193]3107      showProgressOnTerminal(whichrow, nRow, showProgress, minNRow);
3108    }
3109
[2773]3110    finaliseBaselining(outBaselineTable, &bt, bltable, outTextFile, ofs);
[3026]3111    if (flagged > 0) {
3112      LogIO os( LogOrigin( "Scantable", "polyBaseline()") ) ;
3113      os << LogIO::WARN << "Baseline subtraction is skipped for " << flagged << " spectra due to too few valid channels to operate fit. The spectra will be flagged in output data." << LogIO::POST;
3114    }
[2193]3115  } catch (...) {
3116    throw;
[2047]3117  }
[2767]3118
[2774]3119  /****
[2767]3120  double TimeEnd = mathutil::gettimeofday_sec();
3121  double elapse1 = TimeEnd - TimeStart;
3122  std::cout << "poly-new   : " << elapse1 << " (sec.)" << endl;
[2774]3123  ****/
[2047]3124}
3125
[2773]3126void Scantable::autoPolyBaseline(const std::vector<bool>& mask, int order,
3127                                 float thresClip, int nIterClip,
3128                                 const std::vector<int>& edge,
3129                                 float threshold, int chanAvgLimit,
3130                                 bool getResidual,
3131                                 const std::string& progressInfo,
3132                                 const bool outLogger, const std::string& blfile,
3133                                 const std::string& bltable)
[2047]3134{
[2193]3135  try {
3136    ofstream ofs;
[2773]3137    String coordInfo;
3138    bool hasSameNchan, outTextFile, csvFormat, showProgress;
[2767]3139    int minNRow;
3140    int nRow = nrow();
[2773]3141    std::vector<bool> chanMask, finalChanMask;
[2767]3142    float rms;
[2773]3143    bool outBaselineTable = (bltable != "");
3144    STBaselineTable bt = STBaselineTable(*this);
3145    Vector<Double> timeSecCol;
3146    STLineFinder lineFinder = STLineFinder();
[3026]3147    size_t flagged=0;
[2189]3148
[2773]3149    initialiseBaselining(blfile, ofs, outLogger, outTextFile, csvFormat,
3150                         coordInfo, hasSameNchan,
3151                         progressInfo, showProgress, minNRow,
3152                         timeSecCol);
[2767]3153
[2773]3154    initLineFinder(edge, threshold, chanAvgLimit, lineFinder);
3155
3156    std::vector<int> nChanNos;
3157    std::vector<std::vector<std::vector<double> > > modelReservoir;
3158    modelReservoir = getPolynomialModelReservoir(order,
3159                                                 &Scantable::getNormalPolynomial,
3160                                                 nChanNos);
[2968]3161    int nModel = modelReservoir.size();
[2773]3162
[2193]3163    for (int whichrow = 0; whichrow < nRow; ++whichrow) {
[2767]3164      std::vector<float> sp = getSpectrum(whichrow);
[2193]3165      std::vector<int> currentEdge;
[2773]3166      chanMask = getCompositeChanMask(whichrow, mask, edge, currentEdge, lineFinder);
[2968]3167      std::vector<float> params;
[2193]3168
[3023]3169      //if (flagrowCol_(whichrow) == 0) {
3170      if (flagrowCol_(whichrow)==0 && nValidMask(chanMask)>0) {
[2968]3171        int nClipped = 0;
3172        std::vector<float> res;
3173        res = doLeastSquareFitting(sp, chanMask,
[2773]3174                                   modelReservoir[getIdxOfNchan(sp.size(), nChanNos)],
3175                                   params, rms, finalChanMask,
3176                                   nClipped, thresClip, nIterClip, getResidual);
[2193]3177
[2968]3178        if (outBaselineTable) {
3179          bt.appenddata(getScan(whichrow), getCycle(whichrow), getBeam(whichrow),
3180                        getIF(whichrow), getPol(whichrow), 0, timeSecCol[whichrow],
3181                        true, STBaselineFunc::Polynomial, order, std::vector<float>(),
3182                        getMaskListFromMask(finalChanMask), params, rms, sp.size(),
3183                        thresClip, nIterClip, threshold, chanAvgLimit, currentEdge);
3184        } else {
3185          setSpectrum(res, whichrow);
3186        }
3187
3188        outputFittingResult(outLogger, outTextFile, csvFormat, chanMask, whichrow,
3189                            coordInfo, hasSameNchan, ofs, "autoPolyBaseline()",
3190                            params, nClipped);
[2767]3191      } else {
[3024]3192        // no valid channels to fit (flag the row)
3193        flagrowCol_.put(whichrow, 1);
[3026]3194        ++flagged;
[2968]3195        if (outBaselineTable) {
3196          params.resize(nModel);
3197          for (uInt i = 0; i < params.size(); ++i) {
3198            params[i] = 0.0;
3199          }
3200          bt.appenddata(getScan(whichrow), getCycle(whichrow), getBeam(whichrow),
3201                        getIF(whichrow), getPol(whichrow), 0, timeSecCol[whichrow],
3202                        true, STBaselineFunc::Polynomial, order, std::vector<float>(),
3203                        getMaskListFromMask(chanMask), params, 0.0, sp.size(),
3204                        thresClip, nIterClip, threshold, chanAvgLimit, currentEdge);
3205        }
[2767]3206      }
3207
[2193]3208      showProgressOnTerminal(whichrow, nRow, showProgress, minNRow);
[2047]3209    }
3210
[2773]3211    finaliseBaselining(outBaselineTable, &bt, bltable, outTextFile, ofs);
[3026]3212    if (flagged > 0) {
3213      LogIO os( LogOrigin( "Scantable", "autoPolyBaseline()") ) ;
3214      os << LogIO::WARN << "Baseline subtraction is skipped for " << flagged << " spectra due to too few valid channels to operate fit. The spectra will be flagged in output data." << LogIO::POST;
3215    }
[2193]3216  } catch (...) {
3217    throw;
[2047]3218  }
3219}
3220
[2773]3221void Scantable::chebyshevBaseline(const std::vector<bool>& mask, int order,
3222                                  float thresClip, int nIterClip,
3223                                  bool getResidual,
3224                                  const std::string& progressInfo,
3225                                  const bool outLogger, const std::string& blfile,
3226                                  const std::string& bltable)
[2645]3227{
[2774]3228  /*
[2767]3229  double TimeStart = mathutil::gettimeofday_sec();
[2774]3230  */
[2767]3231
[2645]3232  try {
3233    ofstream ofs;
[2773]3234    String coordInfo;
3235    bool hasSameNchan, outTextFile, csvFormat, showProgress;
[2645]3236    int minNRow;
3237    int nRow = nrow();
[2773]3238    std::vector<bool> chanMask, finalChanMask;
[2737]3239    float rms;
[2773]3240    bool outBaselineTable = (bltable != "");
3241    STBaselineTable bt = STBaselineTable(*this);
3242    Vector<Double> timeSecCol;
[3026]3243    size_t flagged=0;
[2737]3244
[2773]3245    initialiseBaselining(blfile, ofs, outLogger, outTextFile, csvFormat,
3246                         coordInfo, hasSameNchan,
3247                         progressInfo, showProgress, minNRow,
3248                         timeSecCol);
[2737]3249
[2773]3250    std::vector<int> nChanNos;
3251    std::vector<std::vector<std::vector<double> > > modelReservoir;
3252    modelReservoir = getPolynomialModelReservoir(order,
3253                                                 &Scantable::getChebyshevPolynomial,
3254                                                 nChanNos);
[2968]3255    int nModel = modelReservoir.size();
[2773]3256
[2645]3257    for (int whichrow = 0; whichrow < nRow; ++whichrow) {
3258      std::vector<float> sp = getSpectrum(whichrow);
3259      chanMask = getCompositeChanMask(whichrow, mask);
[2968]3260      std::vector<float> params;
[2773]3261
[3023]3262      //      if (flagrowCol_(whichrow) == 0) {
3263      if (flagrowCol_(whichrow)==0 && nValidMask(chanMask)>0) {
[2968]3264        int nClipped = 0;
3265        std::vector<float> res;
3266        res = doLeastSquareFitting(sp, chanMask,
[2773]3267                                   modelReservoir[getIdxOfNchan(sp.size(), nChanNos)],
3268                                   params, rms, finalChanMask,
3269                                   nClipped, thresClip, nIterClip, getResidual);
[2645]3270
[2968]3271        if (outBaselineTable) {
3272          bt.appenddata(getScan(whichrow), getCycle(whichrow), getBeam(whichrow),
3273                        getIF(whichrow), getPol(whichrow), 0, timeSecCol[whichrow],
3274                        true, STBaselineFunc::Chebyshev, order, std::vector<float>(),
3275                        getMaskListFromMask(finalChanMask), params, rms, sp.size(),
3276                        thresClip, nIterClip, 0.0, 0, std::vector<int>());
3277        } else {
3278          setSpectrum(res, whichrow);
3279        }
3280
3281        outputFittingResult(outLogger, outTextFile, csvFormat, chanMask, whichrow,
3282                            coordInfo, hasSameNchan, ofs, "chebyshevBaseline()",
3283                            params, nClipped);
[2737]3284      } else {
[3024]3285        // no valid channels to fit (flag the row)
3286        flagrowCol_.put(whichrow, 1);
[3026]3287        ++flagged;
[2968]3288        if (outBaselineTable) {
3289          params.resize(nModel);
3290          for (uInt i = 0; i < params.size(); ++i) {
3291            params[i] = 0.0;
3292          }
3293          bt.appenddata(getScan(whichrow), getCycle(whichrow), getBeam(whichrow),
3294                        getIF(whichrow), getPol(whichrow), 0, timeSecCol[whichrow],
3295                        true, STBaselineFunc::Chebyshev, order, std::vector<float>(),
3296                        getMaskListFromMask(chanMask), params, 0.0, sp.size(),
3297                        thresClip, nIterClip, 0.0, 0, std::vector<int>());
3298        }
[2737]3299      }
3300
[2645]3301      showProgressOnTerminal(whichrow, nRow, showProgress, minNRow);
3302    }
3303   
[2773]3304    finaliseBaselining(outBaselineTable, &bt, bltable, outTextFile, ofs);
[2737]3305
[3026]3306    if (flagged > 0) {
3307      LogIO os( LogOrigin( "Scantable", "chebyshevBaseline()") ) ;
3308      os << LogIO::WARN << "Baseline subtraction is skipped for " << flagged << " spectra due to too few valid channels to operate fit. The spectra will be flagged in output data." << LogIO::POST;
3309    }
[2645]3310  } catch (...) {
3311    throw;
3312  }
[2767]3313
[2774]3314  /*
[2767]3315  double TimeEnd = mathutil::gettimeofday_sec();
3316  double elapse1 = TimeEnd - TimeStart;
3317  std::cout << "cheby   : " << elapse1 << " (sec.)" << endl;
[2774]3318  */
[2645]3319}
3320
[2773]3321void Scantable::autoChebyshevBaseline(const std::vector<bool>& mask, int order,
3322                                      float thresClip, int nIterClip,
3323                                      const std::vector<int>& edge,
3324                                      float threshold, int chanAvgLimit,
3325                                      bool getResidual,
3326                                      const std::string& progressInfo,
3327                                      const bool outLogger, const std::string& blfile,
3328                                      const std::string& bltable)
[2767]3329{
3330  try {
3331    ofstream ofs;
[2773]3332    String coordInfo;
3333    bool hasSameNchan, outTextFile, csvFormat, showProgress;
[2767]3334    int minNRow;
3335    int nRow = nrow();
[2773]3336    std::vector<bool> chanMask, finalChanMask;
[2767]3337    float rms;
[2773]3338    bool outBaselineTable = (bltable != "");
3339    STBaselineTable bt = STBaselineTable(*this);
3340    Vector<Double> timeSecCol;
3341    STLineFinder lineFinder = STLineFinder();
[3026]3342    size_t flagged=0;
[2767]3343
[2773]3344    initialiseBaselining(blfile, ofs, outLogger, outTextFile, csvFormat,
3345                         coordInfo, hasSameNchan,
3346                         progressInfo, showProgress, minNRow,
3347                         timeSecCol);
[2767]3348
[2773]3349    initLineFinder(edge, threshold, chanAvgLimit, lineFinder);
3350
3351    std::vector<int> nChanNos;
3352    std::vector<std::vector<std::vector<double> > > modelReservoir;
3353    modelReservoir = getPolynomialModelReservoir(order,
3354                                                 &Scantable::getChebyshevPolynomial,
3355                                                 nChanNos);
[2968]3356    int nModel = modelReservoir.size();
[2773]3357
[2767]3358    for (int whichrow = 0; whichrow < nRow; ++whichrow) {
3359      std::vector<float> sp = getSpectrum(whichrow);
3360      std::vector<int> currentEdge;
[2773]3361      chanMask = getCompositeChanMask(whichrow, mask, edge, currentEdge, lineFinder);
[2968]3362      std::vector<float> params;
[2767]3363
[3023]3364      //      if (flagrowCol_(whichrow) == 0) {
3365      if (flagrowCol_(whichrow)==0 && nValidMask(chanMask)>0) {
[2968]3366        int nClipped = 0;
3367        std::vector<float> res;
3368        res = doLeastSquareFitting(sp, chanMask,
[2773]3369                                   modelReservoir[getIdxOfNchan(sp.size(), nChanNos)],
3370                                   params, rms, finalChanMask,
3371                                   nClipped, thresClip, nIterClip, getResidual);
[2767]3372
[2968]3373        if (outBaselineTable) {
3374          bt.appenddata(getScan(whichrow), getCycle(whichrow), getBeam(whichrow),
3375                        getIF(whichrow), getPol(whichrow), 0, timeSecCol[whichrow],
3376                        true, STBaselineFunc::Chebyshev, order, std::vector<float>(),
3377                        getMaskListFromMask(finalChanMask), params, rms, sp.size(),
3378                        thresClip, nIterClip, threshold, chanAvgLimit, currentEdge);
3379        } else {
3380          setSpectrum(res, whichrow);
3381        }
3382
3383        outputFittingResult(outLogger, outTextFile, csvFormat, chanMask, whichrow,
3384                            coordInfo, hasSameNchan, ofs, "autoChebyshevBaseline()",
3385                            params, nClipped);
[2767]3386      } else {
[3024]3387        // no valid channels to fit (flag the row)
3388        flagrowCol_.put(whichrow, 1);
[3026]3389        ++flagged;
[2968]3390        if (outBaselineTable) {
3391          params.resize(nModel);
3392          for (uInt i = 0; i < params.size(); ++i) {
3393            params[i] = 0.0;
3394          }
3395          bt.appenddata(getScan(whichrow), getCycle(whichrow), getBeam(whichrow),
3396                        getIF(whichrow), getPol(whichrow), 0, timeSecCol[whichrow],
3397                        true, STBaselineFunc::Chebyshev, order, std::vector<float>(),
3398                        getMaskListFromMask(chanMask), params, 0.0, sp.size(),
3399                        thresClip, nIterClip, threshold, chanAvgLimit, currentEdge);
3400        }
[2767]3401      }
3402
3403      showProgressOnTerminal(whichrow, nRow, showProgress, minNRow);
3404    }
3405
[2773]3406    finaliseBaselining(outBaselineTable, &bt, bltable, outTextFile, ofs);
[2767]3407
[3026]3408    if (flagged > 0) {
3409      LogIO os( LogOrigin( "Scantable", "autoChebyshevBaseline()") ) ;
3410      os << LogIO::WARN << "Baseline subtraction is skipped for " << flagged << " spectra due to too few valid channels to operate fit. The spectra will be flagged in output data." << LogIO::POST;
3411    }
[2767]3412  } catch (...) {
3413    throw;
3414  }
3415}
3416
[2774]3417double Scantable::calculateModelSelectionCriteria(const std::string& valname,
3418                                                  const std::string& blfunc,
3419                                                  int order,
3420                                                  const std::vector<bool>& inMask,
3421                                                  int whichrow,
3422                                                  bool useLineFinder,
3423                                                  const std::vector<int>& edge,
3424                                                  float threshold,
3425                                                  int chanAvgLimit)
[2713]3426{
[2767]3427  std::vector<float> sp = getSpectrum(whichrow);
3428  std::vector<bool> chanMask;
3429  chanMask.clear();
3430
[2713]3431  if (useLineFinder) {
[2774]3432    STLineFinder lineFinder = STLineFinder();
3433    initLineFinder(edge, threshold, chanAvgLimit, lineFinder);
[2713]3434    std::vector<int> currentEdge;
[2774]3435    chanMask = getCompositeChanMask(whichrow, inMask, edge, currentEdge, lineFinder);
[2713]3436  } else {
[2767]3437    chanMask = getCompositeChanMask(whichrow, inMask);
[2713]3438  }
3439
[2767]3440  return doCalculateModelSelectionCriteria(valname, sp, chanMask, blfunc, order);
[2713]3441}
3442
3443double Scantable::doCalculateModelSelectionCriteria(const std::string& valname, const std::vector<float>& spec, const std::vector<bool>& mask, const std::string& blfunc, int order)
3444{
3445  int nparam;
3446  std::vector<float> params;
[2737]3447  std::vector<bool> finalChanMask;
3448  float rms;
[2713]3449  int nClipped = 0;
3450  std::vector<float> res;
[2767]3451  if (blfunc == "poly") {
[2713]3452    nparam = order + 1;
[2767]3453    res = doPolynomialFitting(spec, mask, order, params, rms, finalChanMask, nClipped);
3454  } else if (blfunc == "chebyshev") {
3455    nparam = order + 1;
3456    res = doChebyshevFitting(spec, mask, order, params, rms, finalChanMask, nClipped);
3457  } else if (blfunc == "cspline") {
3458    std::vector<int> pieceEdges;//(order+1);  //order = npiece
3459    nparam = order + 3;
3460    res = doCubicSplineFitting(spec, mask, order, false, pieceEdges, params, rms, finalChanMask, nClipped);
[2713]3461  } else if (blfunc == "sinusoid") {
3462    std::vector<int> nWaves;
3463    nWaves.clear();
3464    for (int i = 0; i <= order; ++i) {
3465      nWaves.push_back(i);
3466    }
3467    nparam = 2*order + 1;  // order = nwave
[2767]3468    res = doSinusoidFitting(spec, mask, nWaves, params, rms, finalChanMask, nClipped);
[2713]3469  } else {
[2767]3470    throw(AipsError("blfunc must be poly, chebyshev, cspline or sinusoid."));
[2713]3471  }
3472
3473  double msq = 0.0;
3474  int nusedchan = 0;
3475  int nChan = res.size();
3476  for (int i = 0; i < nChan; ++i) {
3477    if (mask[i]) {
3478      msq += (double)res[i]*(double)res[i];
3479      nusedchan++;
3480    }
3481  }
3482  if (nusedchan == 0) {
3483    throw(AipsError("all channels masked."));
3484  }
3485  msq /= (double)nusedchan;
3486
3487  nparam++;  //add 1 for sigma of Gaussian distribution
3488  const double PI = 6.0 * asin(0.5); // PI (= 3.141592653...)
3489
3490  if (valname.find("aic") == 0) {
3491    // Original Akaike Information Criterion (AIC)
3492    double aic = nusedchan * (log(2.0 * PI * msq) + 1.0) + 2.0 * nparam;
3493
[2767]3494    // Corrected AIC by Sugiura(1978) (AICc)
[2713]3495    if (valname == "aicc") {
3496      if (nusedchan - nparam - 1 <= 0) {
3497        throw(AipsError("channel size is too small to calculate AICc."));
3498      }
3499      aic += 2.0*nparam*(nparam + 1)/(double)(nusedchan - nparam - 1);
3500    }
3501
3502    return aic;
3503
3504  } else if (valname == "bic") {
3505    // Bayesian Information Criterion (BIC)
3506    double bic = nusedchan * log(msq) + nparam * log((double)nusedchan);
3507    return bic;
3508
3509  } else if (valname == "gcv") {
3510    // Generalised Cross Validation
3511    double x = 1.0 - (double)nparam / (double)nusedchan;
3512    double gcv = msq / (x * x);
3513    return gcv;
3514
3515  } else {
3516    throw(AipsError("valname must be aic, aicc, bic or gcv."));
3517  }
3518}
3519
[2767]3520double Scantable::getNormalPolynomial(int n, double x) {
3521  if (n == 0) {
3522    return 1.0;
3523  } else if (n > 0) {
3524    double res = 1.0;
3525    for (int i = 0; i < n; ++i) {
3526      res *= x;
[2645]3527    }
[2767]3528    return res;
3529  } else {
3530    if (x == 0.0) {
3531      throw(AipsError("infinity result: x=0 given for negative power."));
3532    } else {
3533      return pow(x, (double)n);
[2645]3534    }
3535  }
3536}
3537
3538double Scantable::getChebyshevPolynomial(int n, double x) {
3539  if ((x < -1.0)||(x > 1.0)) {
3540    throw(AipsError("out of definition range (-1 <= x <= 1)."));
[2713]3541  } else if (x == 1.0) {
3542    return 1.0;
3543  } else if (x == 0.0) {
3544    double res;
3545    if (n%2 == 0) {
3546      if (n%4 == 0) {
3547        res = 1.0;
3548      } else {
3549        res = -1.0;
3550      }
3551    } else {
3552      res = 0.0;
3553    }
3554    return res;
3555  } else if (x == -1.0) {
3556    double res = (n%2 == 0 ? 1.0 : -1.0);
3557    return res;
[2645]3558  } else if (n < 0) {
3559    throw(AipsError("the order must be zero or positive."));
3560  } else if (n == 0) {
3561    return 1.0;
3562  } else if (n == 1) {
3563    return x;
3564  } else {
[2880]3565    double res[n+1];
3566    for (int i = 0; i < n+1; ++i) {
3567      double res0 = 0.0;
3568      if (i == 0) {
3569        res0 = 1.0;
3570      } else if (i == 1) {
3571        res0 = x;
3572      } else {
3573        res0 = 2.0 * x * res[i-1] - res[i-2];
[2645]3574      }
[2880]3575      res[i] = res0;
[2645]3576    }
[2880]3577    return res[n];
[2645]3578  }
3579}
3580
[2773]3581std::vector<float> Scantable::doPolynomialFitting(const std::vector<float>& data,
3582                                                  const std::vector<bool>& mask,
3583                                                  int order,
3584                                                  std::vector<float>& params,
3585                                                  float& rms,
3586                                                  std::vector<bool>& finalmask,
3587                                                  float clipth,
3588                                                  int clipn)
[2645]3589{
[2767]3590  int nClipped = 0;
3591  return doPolynomialFitting(data, mask, order, params, rms, finalmask, nClipped, clipth, clipn);
3592}
3593
[2773]3594std::vector<float> Scantable::doPolynomialFitting(const std::vector<float>& data,
3595                                                  const std::vector<bool>& mask,
3596                                                  int order,
3597                                                  std::vector<float>& params,
3598                                                  float& rms,
3599                                                  std::vector<bool>& finalMask,
3600                                                  int& nClipped,
3601                                                  float thresClip,
3602                                                  int nIterClip,
3603                                                  bool getResidual)
[2767]3604{
[2773]3605  return doLeastSquareFitting(data, mask,
3606                              getPolynomialModel(order, data.size(), &Scantable::getNormalPolynomial),
3607                              params, rms, finalMask,
3608                              nClipped, thresClip, nIterClip,
3609                              getResidual);
[2767]3610}
3611
[2773]3612std::vector<float> Scantable::doChebyshevFitting(const std::vector<float>& data,
3613                                                 const std::vector<bool>& mask,
3614                                                 int order,
3615                                                 std::vector<float>& params,
3616                                                 float& rms,
3617                                                 std::vector<bool>& finalmask,
3618                                                 float clipth,
3619                                                 int clipn)
[2767]3620{
3621  int nClipped = 0;
3622  return doChebyshevFitting(data, mask, order, params, rms, finalmask, nClipped, clipth, clipn);
3623}
3624
[2773]3625std::vector<float> Scantable::doChebyshevFitting(const std::vector<float>& data,
3626                                                 const std::vector<bool>& mask,
3627                                                 int order,
3628                                                 std::vector<float>& params,
3629                                                 float& rms,
3630                                                 std::vector<bool>& finalMask,
3631                                                 int& nClipped,
3632                                                 float thresClip,
3633                                                 int nIterClip,
3634                                                 bool getResidual)
[2767]3635{
[2773]3636  return doLeastSquareFitting(data, mask,
3637                              getPolynomialModel(order, data.size(), &Scantable::getChebyshevPolynomial),
3638                              params, rms, finalMask,
3639                              nClipped, thresClip, nIterClip,
3640                              getResidual);
[2767]3641}
3642
[2773]3643std::vector<std::vector<double> > Scantable::getPolynomialModel(int order, int nchan, double (Scantable::*pfunc)(int, double))
[2767]3644{
[2773]3645  // model  : contains model values for computing the least-square matrix.
3646  //          model.size() is nmodel and model[*].size() is nchan.
3647  //          Each model element are as follows:
3648  //
3649  //          (for normal polynomials)
3650  //          model[0]   = {1.0,   1.0,   1.0,   ..., 1.0},
3651  //          model[1]   = {0.0,   1.0,   2.0,   ..., (nchan-1)}
3652  //          model[n-1] = ...,
3653  //          model[n]   = {0.0^n, 1.0^n, 2.0^n, ..., (nchan-1)^n}
3654  //          where (0 <= n <= order)
3655  //
3656  //          (for Chebyshev polynomials)
3657  //          model[0]   = {T0(-1), T0(2/(nchan-1)-1), T0(4/(nchan-1)-1), ..., T0(1)},
3658  //          model[n-1] = ...,
3659  //          model[n]   = {Tn(-1), Tn(2/(nchan-1)-1), Tn(4/(nchan-1)-1), ..., Tn(1)}
3660  //          where (0 <= n <= order),
3661
3662  int nmodel = order + 1;
3663  std::vector<std::vector<double> > model(nmodel, std::vector<double>(nchan));
3664
3665  double stretch, shift;
3666  if (pfunc == &Scantable::getChebyshevPolynomial) {
3667    stretch = 2.0/(double)(nchan - 1);
3668    shift   = -1.0;
3669  } else {
3670    stretch = 1.0;
3671    shift   = 0.0;
[2645]3672  }
[2773]3673
3674  for (int i = 0; i < nmodel; ++i) {
3675    for (int j = 0; j < nchan; ++j) {
3676      model[i][j] = (this->*pfunc)(i, stretch*(double)j + shift);
3677    }
[2645]3678  }
3679
[2773]3680  return model;
3681}
3682
3683std::vector<std::vector<std::vector<double> > > Scantable::getPolynomialModelReservoir(int order,
3684                                                                                       double (Scantable::*pfunc)(int, double),
3685                                                                                       std::vector<int>& nChanNos)
3686{
3687  std::vector<std::vector<std::vector<double> > > res;
3688  res.clear();
3689  nChanNos.clear();
3690
3691  std::vector<uint> ifNos = getIFNos();
3692  for (uint i = 0; i < ifNos.size(); ++i) {
3693    int currNchan = nchan(ifNos[i]);
3694    bool hasDifferentNchan = (i == 0);
3695    for (uint j = 0; j < i; ++j) {
3696      if (currNchan != nchan(ifNos[j])) {
3697        hasDifferentNchan = true;
3698        break;
3699      }
3700    }
3701    if (hasDifferentNchan) {
3702      res.push_back(getPolynomialModel(order, currNchan, pfunc));
3703      nChanNos.push_back(currNchan);
3704    }
3705  }
3706
3707  return res;
3708}
3709
3710std::vector<float> Scantable::doLeastSquareFitting(const std::vector<float>& data,
3711                                                   const std::vector<bool>& mask,
3712                                                   const std::vector<std::vector<double> >& model,
3713                                                   std::vector<float>& params,
3714                                                   float& rms,
3715                                                   std::vector<bool>& finalMask,
3716                                                   int& nClipped,
3717                                                   float thresClip,
3718                                                   int nIterClip,
3719                                                   bool getResidual)
3720{
3721  int nDOF = model.size();
[2645]3722  int nChan = data.size();
[2737]3723
[2773]3724  if (nDOF == 0) {
3725    throw(AipsError("no model data given"));
3726  }
3727  if (nChan < 2) {
3728    throw(AipsError("data size is too few"));
3729  }
3730  if (nChan != (int)mask.size()) {
3731    throw(AipsError("data and mask sizes are not identical"));
3732  }
3733  for (int i = 0; i < nDOF; ++i) {
3734    if (nChan != (int)model[i].size()) {
3735      throw(AipsError("data and model sizes are not identical"));
3736    }
3737  }
3738
3739  params.clear();
3740  params.resize(nDOF);
3741
[2737]3742  finalMask.clear();
3743  finalMask.resize(nChan);
3744
[2773]3745  std::vector<int> maskArray(nChan);
3746  int j = 0;
[2645]3747  for (int i = 0; i < nChan; ++i) {
[2773]3748    maskArray[i] = mask[i] ? 1 : 0;
[2890]3749    if (isnan(data[i])) maskArray[i] = 0;
3750    if (isinf(data[i])) maskArray[i] = 0;
3751
3752    finalMask[i] = (maskArray[i] == 1);
3753    if (finalMask[i]) {
3754      j++;
3755    }
3756
3757    /*
3758    maskArray[i] = mask[i] ? 1 : 0;
[2645]3759    if (mask[i]) {
[2773]3760      j++;
[2645]3761    }
[2737]3762    finalMask[i] = mask[i];
[2890]3763    */
[2645]3764  }
3765
[2773]3766  int initNData = j;
[2645]3767  int nData = initNData;
3768
[2773]3769  std::vector<double> z1(nChan), r1(nChan), residual(nChan);
[2645]3770  for (int i = 0; i < nChan; ++i) {
[2773]3771    z1[i] = (double)data[i];
3772    r1[i] = 0.0;
3773    residual[i] = 0.0;
[2645]3774  }
3775
3776  for (int nClip = 0; nClip < nIterClip+1; ++nClip) {
3777    // xMatrix : horizontal concatenation of
3778    //           the least-sq. matrix (left) and an
3779    //           identity matrix (right).
3780    // the right part is used to calculate the inverse matrix of the left part.
3781    double xMatrix[nDOF][2*nDOF];
3782    double zMatrix[nDOF];
3783    for (int i = 0; i < nDOF; ++i) {
3784      for (int j = 0; j < 2*nDOF; ++j) {
3785        xMatrix[i][j] = 0.0;
3786      }
3787      xMatrix[i][nDOF+i] = 1.0;
3788      zMatrix[i] = 0.0;
3789    }
3790
3791    int nUseData = 0;
3792    for (int k = 0; k < nChan; ++k) {
3793      if (maskArray[k] == 0) continue;
3794
3795      for (int i = 0; i < nDOF; ++i) {
3796        for (int j = i; j < nDOF; ++j) {
[2773]3797          xMatrix[i][j] += model[i][k] * model[j][k];
[2645]3798        }
[2773]3799        zMatrix[i] += z1[k] * model[i][k];
[2645]3800      }
3801
3802      nUseData++;
3803    }
3804
3805    if (nUseData < 1) {
3806        throw(AipsError("all channels clipped or masked. can't execute fitting anymore."));     
3807    }
3808
3809    for (int i = 0; i < nDOF; ++i) {
3810      for (int j = 0; j < i; ++j) {
3811        xMatrix[i][j] = xMatrix[j][i];
3812      }
3813    }
3814
[2890]3815    //compute inverse matrix of the left half of xMatrix
[2773]3816    std::vector<double> invDiag(nDOF);
[2645]3817    for (int i = 0; i < nDOF; ++i) {
[2773]3818      invDiag[i] = 1.0 / xMatrix[i][i];
[2645]3819      for (int j = 0; j < nDOF; ++j) {
3820        xMatrix[i][j] *= invDiag[i];
3821      }
3822    }
3823
3824    for (int k = 0; k < nDOF; ++k) {
3825      for (int i = 0; i < nDOF; ++i) {
3826        if (i != k) {
3827          double factor1 = xMatrix[k][k];
[2773]3828          double invfactor1 = 1.0 / factor1;
[2645]3829          double factor2 = xMatrix[i][k];
3830          for (int j = k; j < 2*nDOF; ++j) {
3831            xMatrix[i][j] *= factor1;
3832            xMatrix[i][j] -= xMatrix[k][j]*factor2;
[2773]3833            xMatrix[i][j] *= invfactor1;
[2645]3834          }
3835        }
3836      }
[2773]3837      double invXDiag = 1.0 / xMatrix[k][k];
[2645]3838      for (int j = k; j < 2*nDOF; ++j) {
[2773]3839        xMatrix[k][j] *= invXDiag;
[2645]3840      }
3841    }
3842   
3843    for (int i = 0; i < nDOF; ++i) {
3844      for (int j = 0; j < nDOF; ++j) {
3845        xMatrix[i][nDOF+j] *= invDiag[j];
3846      }
3847    }
[2773]3848    //compute a vector y in which coefficients of the best-fit
3849    //model functions are stored.
3850    //in case of polynomials, y consists of (a0,a1,a2,...)
3851    //where ai is the coefficient of the term x^i.
3852    //in case of sinusoids, y consists of (a0,s1,c1,s2,c2,...)
3853    //where a0 is constant term and s* and c* are of sine
3854    //and cosine functions, respectively.
3855    std::vector<double> y(nDOF);
[2645]3856    for (int i = 0; i < nDOF; ++i) {
[2773]3857      y[i] = 0.0;
[2645]3858      for (int j = 0; j < nDOF; ++j) {
3859        y[i] += xMatrix[i][nDOF+j]*zMatrix[j];
3860      }
[2773]3861      params[i] = (float)y[i];
[2645]3862    }
3863
3864    for (int i = 0; i < nChan; ++i) {
3865      r1[i] = y[0];
3866      for (int j = 1; j < nDOF; ++j) {
[2773]3867        r1[i] += y[j]*model[j][i];
[2645]3868      }
3869      residual[i] = z1[i] - r1[i];
3870    }
3871
[3032]3872    double mean  = 0.0;
3873    double mean2 = 0.0;
[2737]3874    for (int i = 0; i < nChan; ++i) {
[2890]3875      if (maskArray[i] == 0) continue;
[3032]3876      mean  += residual[i];
3877      mean2 += residual[i]*residual[i];
[2737]3878    }
[3032]3879    mean  /= (double)nData;
3880    mean2 /= (double)nData;
3881    double rmsd = sqrt(mean2 - mean*mean);
3882    rms = (float)rmsd;
[2737]3883
[2645]3884    if ((nClip == nIterClip) || (thresClip <= 0.0)) {
3885      break;
3886    } else {
[2737]3887
[3032]3888      double thres = rmsd * thresClip;
[2645]3889      int newNData = 0;
3890      for (int i = 0; i < nChan; ++i) {
3891        if (abs(residual[i]) >= thres) {
3892          maskArray[i] = 0;
[2737]3893          finalMask[i] = false;
[2645]3894        }
3895        if (maskArray[i] > 0) {
3896          newNData++;
3897        }
3898      }
3899      if (newNData == nData) {
[2890]3900        break; //no more flag to add. stop iteration.
[2645]3901      } else {
3902        nData = newNData;
3903      }
[2737]3904
[2645]3905    }
3906  }
3907
3908  nClipped = initNData - nData;
3909
[2773]3910  std::vector<float> result(nChan);
[2645]3911  if (getResidual) {
3912    for (int i = 0; i < nChan; ++i) {
[2773]3913      result[i] = (float)residual[i];
[2645]3914    }
3915  } else {
3916    for (int i = 0; i < nChan; ++i) {
[2773]3917      result[i] = (float)r1[i];
[2645]3918    }
3919  }
3920
3921  return result;
[2890]3922} //xMatrix
[2645]3923
[2773]3924void Scantable::cubicSplineBaseline(const std::vector<bool>& mask, int nPiece,
3925                                    float thresClip, int nIterClip,
3926                                    bool getResidual,
3927                                    const std::string& progressInfo,
3928                                    const bool outLogger, const std::string& blfile,
3929                                    const std::string& bltable)
[2081]3930{
[2774]3931  /****
[2773]3932  double TimeStart = mathutil::gettimeofday_sec();
[2774]3933  ****/
[2773]3934
[2193]3935  try {
3936    ofstream ofs;
[2773]3937    String coordInfo;
3938    bool hasSameNchan, outTextFile, csvFormat, showProgress;
[2193]3939    int minNRow;
[2344]3940    int nRow = nrow();
[2773]3941    std::vector<bool> chanMask, finalChanMask;
[2767]3942    float rms;
[2773]3943    bool outBaselineTable = (bltable != "");
3944    STBaselineTable bt = STBaselineTable(*this);
3945    Vector<Double> timeSecCol;
[3026]3946    size_t flagged=0;
[2344]3947
[2773]3948    initialiseBaselining(blfile, ofs, outLogger, outTextFile, csvFormat,
3949                         coordInfo, hasSameNchan,
3950                         progressInfo, showProgress, minNRow,
3951                         timeSecCol);
[2767]3952
[2773]3953    std::vector<int> nChanNos;
3954    std::vector<std::vector<std::vector<double> > > modelReservoir;
3955    modelReservoir = getPolynomialModelReservoir(3,
3956                                                 &Scantable::getNormalPolynomial,
3957                                                 nChanNos);
[2968]3958    int nDOF = nPiece + 3;
[2767]3959
[2193]3960    for (int whichrow = 0; whichrow < nRow; ++whichrow) {
[2591]3961      std::vector<float> sp = getSpectrum(whichrow);
[2193]3962      chanMask = getCompositeChanMask(whichrow, mask);
[2773]3963      std::vector<int> pieceEdges;
3964      std::vector<float> params;
[2591]3965
[3023]3966      //if (flagrowCol_(whichrow) == 0) {
3967      if (flagrowCol_(whichrow)==0 && nValidMask(chanMask)>0) {
[2968]3968        int nClipped = 0;
3969        std::vector<float> res;
3970        res = doCubicSplineLeastSquareFitting(sp, chanMask,
3971                modelReservoir[getIdxOfNchan(sp.size(), nChanNos)],
3972                nPiece, false, pieceEdges, params, rms, finalChanMask,
3973                nClipped, thresClip, nIterClip, getResidual);
3974
3975        if (outBaselineTable) {
3976          bt.appenddata(getScan(whichrow), getCycle(whichrow), getBeam(whichrow),
3977                        getIF(whichrow), getPol(whichrow), 0, timeSecCol[whichrow],
3978                        true, STBaselineFunc::CSpline, pieceEdges, std::vector<float>(),
3979                        getMaskListFromMask(finalChanMask), params, rms, sp.size(),
3980                        thresClip, nIterClip, 0.0, 0, std::vector<int>());
3981        } else {
3982          setSpectrum(res, whichrow);
3983        }
3984
3985        outputFittingResult(outLogger, outTextFile, csvFormat, chanMask, whichrow,
3986                            coordInfo, hasSameNchan, ofs, "cubicSplineBaseline()",
3987                            pieceEdges, params, nClipped);
[2767]3988      } else {
[3024]3989        // no valid channels to fit (flag the row)
3990        flagrowCol_.put(whichrow, 1);
[3026]3991        ++flagged;
[2968]3992        if (outBaselineTable) {
3993          pieceEdges.resize(nPiece+1);
3994          for (uInt i = 0; i < pieceEdges.size(); ++i) {
3995            pieceEdges[i] = 0;
3996          }
3997          params.resize(nDOF);
3998          for (uInt i = 0; i < params.size(); ++i) {
3999            params[i] = 0.0;
4000          }
4001          bt.appenddata(getScan(whichrow), getCycle(whichrow), getBeam(whichrow),
4002                        getIF(whichrow), getPol(whichrow), 0, timeSecCol[whichrow],
4003                        true, STBaselineFunc::CSpline, pieceEdges, std::vector<float>(),
4004                        getMaskListFromMask(chanMask), params, 0.0, sp.size(),
4005                        thresClip, nIterClip, 0.0, 0, std::vector<int>());
4006        }
[2767]4007      }
[2591]4008
[2193]4009      showProgressOnTerminal(whichrow, nRow, showProgress, minNRow);
4010    }
[2344]4011   
[2773]4012    finaliseBaselining(outBaselineTable, &bt, bltable, outTextFile, ofs);
[2767]4013
[3026]4014    if (flagged > 0) {
4015      LogIO os( LogOrigin( "Scantable", "cubicSplineBaseline()") ) ;
4016      os << LogIO::WARN << "Baseline subtraction is skipped for " << flagged << " spectra due to too few valid channels to operate fit. The spectra will be flagged in output data." << LogIO::POST;
4017    }
[2193]4018  } catch (...) {
4019    throw;
[2012]4020  }
[2773]4021
[2774]4022  /****
[2773]4023  double TimeEnd = mathutil::gettimeofday_sec();
4024  double elapse1 = TimeEnd - TimeStart;
4025  std::cout << "cspline-new   : " << elapse1 << " (sec.)" << endl;
[2774]4026  ****/
[2012]4027}
4028
[2773]4029void Scantable::autoCubicSplineBaseline(const std::vector<bool>& mask, int nPiece,
4030                                        float thresClip, int nIterClip,
4031                                        const std::vector<int>& edge,
4032                                        float threshold, int chanAvgLimit,
4033                                        bool getResidual,
4034                                        const std::string& progressInfo,
4035                                        const bool outLogger, const std::string& blfile,
4036                                        const std::string& bltable)
[2012]4037{
[2193]4038  try {
4039    ofstream ofs;
[2773]4040    String coordInfo;
4041    bool hasSameNchan, outTextFile, csvFormat, showProgress;
[2767]4042    int minNRow;
4043    int nRow = nrow();
[2773]4044    std::vector<bool> chanMask, finalChanMask;
[2767]4045    float rms;
[2773]4046    bool outBaselineTable = (bltable != "");
4047    STBaselineTable bt = STBaselineTable(*this);
4048    Vector<Double> timeSecCol;
4049    STLineFinder lineFinder = STLineFinder();
[3026]4050    size_t flagged=0;
[2189]4051
[2773]4052    initialiseBaselining(blfile, ofs, outLogger, outTextFile, csvFormat,
4053                         coordInfo, hasSameNchan,
4054                         progressInfo, showProgress, minNRow,
4055                         timeSecCol);
[2767]4056
[2773]4057    initLineFinder(edge, threshold, chanAvgLimit, lineFinder);
4058
4059    std::vector<int> nChanNos;
4060    std::vector<std::vector<std::vector<double> > > modelReservoir;
4061    modelReservoir = getPolynomialModelReservoir(3,
4062                                                 &Scantable::getNormalPolynomial,
4063                                                 nChanNos);
[2968]4064    int nDOF = nPiece + 3;
[2773]4065
[2193]4066    for (int whichrow = 0; whichrow < nRow; ++whichrow) {
[2591]4067      std::vector<float> sp = getSpectrum(whichrow);
[2193]4068      std::vector<int> currentEdge;
[2773]4069      chanMask = getCompositeChanMask(whichrow, mask, edge, currentEdge, lineFinder);
4070      std::vector<int> pieceEdges;
4071      std::vector<float> params;
[2193]4072
[3023]4073      //if (flagrowCol_(whichrow) == 0) {
4074      if (flagrowCol_(whichrow)==0 && nValidMask(chanMask)>0) {
[2968]4075        int nClipped = 0;
4076        std::vector<float> res;
4077        res = doCubicSplineLeastSquareFitting(sp, chanMask,
4078                modelReservoir[getIdxOfNchan(sp.size(), nChanNos)],
4079                nPiece, false, pieceEdges, params, rms, finalChanMask,
4080                nClipped, thresClip, nIterClip, getResidual);
4081
4082        if (outBaselineTable) {
4083          bt.appenddata(getScan(whichrow), getCycle(whichrow), getBeam(whichrow),
4084                        getIF(whichrow), getPol(whichrow), 0, timeSecCol[whichrow],
4085                        true, STBaselineFunc::CSpline, pieceEdges, std::vector<float>(),
4086                        getMaskListFromMask(finalChanMask), params, rms, sp.size(),
4087                        thresClip, nIterClip, threshold, chanAvgLimit, currentEdge);
4088        } else {
4089          setSpectrum(res, whichrow);
4090        }
4091
4092        outputFittingResult(outLogger, outTextFile, csvFormat, chanMask, whichrow,
4093                            coordInfo, hasSameNchan, ofs, "autoCubicSplineBaseline()",
4094                            pieceEdges, params, nClipped);
[2767]4095      } else {
[3024]4096        // no valid channels to fit (flag the row)
4097        flagrowCol_.put(whichrow, 1);
[3026]4098        ++flagged;
[2968]4099        if (outBaselineTable) {
4100          pieceEdges.resize(nPiece+1);
4101          for (uInt i = 0; i < pieceEdges.size(); ++i) {
4102            pieceEdges[i] = 0;
4103          }
4104          params.resize(nDOF);
4105          for (uInt i = 0; i < params.size(); ++i) {
4106            params[i] = 0.0;
4107          }
4108          bt.appenddata(getScan(whichrow), getCycle(whichrow), getBeam(whichrow),
4109                        getIF(whichrow), getPol(whichrow), 0, timeSecCol[whichrow],
4110                        true, STBaselineFunc::CSpline, pieceEdges, std::vector<float>(),
4111                        getMaskListFromMask(chanMask), params, 0.0, sp.size(),
4112                        thresClip, nIterClip, threshold, chanAvgLimit, currentEdge);
4113        }
[2767]4114      }
4115
[2193]4116      showProgressOnTerminal(whichrow, nRow, showProgress, minNRow);
[1907]4117    }
[2012]4118
[2773]4119    finaliseBaselining(outBaselineTable, &bt, bltable, outTextFile, ofs);
[2767]4120
[3026]4121    if (flagged > 0) {
4122      LogIO os( LogOrigin( "Scantable", "autoCubicSplineBaseline()") ) ;
4123      os << LogIO::WARN << "Baseline subtraction is skipped for " << flagged << " spectra due to too few valid channels to operate fit. The spectra will be flagged in output data." << LogIO::POST;
4124    }
[2193]4125  } catch (...) {
4126    throw;
[2012]4127  }
[1730]4128}
[1907]4129
[2773]4130std::vector<float> Scantable::doCubicSplineFitting(const std::vector<float>& data,
4131                                                   const std::vector<bool>& mask,
4132                                                   std::vector<int>& idxEdge,
4133                                                   std::vector<float>& params,
4134                                                   float& rms,
4135                                                   std::vector<bool>& finalmask,
4136                                                   float clipth,
4137                                                   int clipn)
[2081]4138{
[2767]4139  int nClipped = 0;
4140  return doCubicSplineFitting(data, mask, idxEdge.size()-1, true, idxEdge, params, rms, finalmask, nClipped, clipth, clipn);
4141}
4142
[2773]4143std::vector<float> Scantable::doCubicSplineFitting(const std::vector<float>& data,
4144                                                   const std::vector<bool>& mask,
4145                                                   int nPiece,
4146                                                   std::vector<int>& idxEdge,
4147                                                   std::vector<float>& params,
4148                                                   float& rms,
4149                                                   std::vector<bool>& finalmask,
4150                                                   float clipth,
4151                                                   int clipn)
[2767]4152{
4153  int nClipped = 0;
4154  return doCubicSplineFitting(data, mask, nPiece, false, idxEdge, params, rms, finalmask, nClipped, clipth, clipn);
4155}
4156
[2773]4157std::vector<float> Scantable::doCubicSplineFitting(const std::vector<float>& data,
4158                                                   const std::vector<bool>& mask,
4159                                                   int nPiece,
4160                                                   bool useGivenPieceBoundary,
4161                                                   std::vector<int>& idxEdge,
4162                                                   std::vector<float>& params,
4163                                                   float& rms,
4164                                                   std::vector<bool>& finalMask,
4165                                                   int& nClipped,
4166                                                   float thresClip,
4167                                                   int nIterClip,
4168                                                   bool getResidual)
[2767]4169{
[2773]4170  return doCubicSplineLeastSquareFitting(data, mask,
4171                                         getPolynomialModel(3, data.size(), &Scantable::getNormalPolynomial),
4172                                         nPiece, useGivenPieceBoundary, idxEdge,
4173                                         params, rms, finalMask,
4174                                         nClipped, thresClip, nIterClip,
4175                                         getResidual);
4176}
4177
4178std::vector<float> Scantable::doCubicSplineLeastSquareFitting(const std::vector<float>& data,
4179                                                              const std::vector<bool>& mask,
4180                                                              const std::vector<std::vector<double> >& model,
4181                                                              int nPiece,
4182                                                              bool useGivenPieceBoundary,
4183                                                              std::vector<int>& idxEdge,
4184                                                              std::vector<float>& params,
4185                                                              float& rms,
4186                                                              std::vector<bool>& finalMask,
4187                                                              int& nClipped,
4188                                                              float thresClip,
4189                                                              int nIterClip,
4190                                                              bool getResidual)
4191{
4192  int nDOF = nPiece + 3;  //number of independent parameters to solve, namely, 4+(nPiece-1).
4193  int nModel = model.size();
4194  int nChan = data.size();
4195
4196  if (nModel != 4) {
4197    throw(AipsError("model size must be 4."));
[2081]4198  }
[2012]4199  if (nPiece < 1) {
[2094]4200    throw(AipsError("number of the sections must be one or more"));
[2012]4201  }
[2773]4202  if (nChan < 2*nPiece) {
4203    throw(AipsError("data size is too few"));
4204  }
4205  if (nChan != (int)mask.size()) {
4206    throw(AipsError("data and mask sizes are not identical"));
4207  }
4208  for (int i = 0; i < nModel; ++i) {
4209    if (nChan != (int)model[i].size()) {
4210      throw(AipsError("data and model sizes are not identical"));
4211    }
4212  }
[2012]4213
[2773]4214  params.clear();
4215  params.resize(nPiece*nModel);
[2767]4216
4217  finalMask.clear();
4218  finalMask.resize(nChan);
4219
[2344]4220  std::vector<int> maskArray(nChan);
4221  std::vector<int> x(nChan);
4222  int j = 0;
[2012]4223  for (int i = 0; i < nChan; ++i) {
[2344]4224    maskArray[i] = mask[i] ? 1 : 0;
[2890]4225    if (isnan(data[i])) maskArray[i] = 0;
4226    if (isinf(data[i])) maskArray[i] = 0;
4227
4228    finalMask[i] = (maskArray[i] == 1);
4229    if (finalMask[i]) {
4230      x[j] = i;
4231      j++;
4232    }
4233
4234    /*
4235    maskArray[i] = mask[i] ? 1 : 0;
[2012]4236    if (mask[i]) {
[2344]4237      x[j] = i;
4238      j++;
[2012]4239    }
[2767]4240    finalMask[i] = mask[i];
[2890]4241    */
[2012]4242  }
[2773]4243
[2344]4244  int initNData = j;
[2773]4245  int nData = initNData;
[2012]4246
[2193]4247  if (initNData < nPiece) {
4248    throw(AipsError("too few non-flagged channels"));
4249  }
[2081]4250
4251  int nElement = (int)(floor(floor((double)(initNData/nPiece))+0.5));
[2344]4252  std::vector<double> invEdge(nPiece-1);
[2767]4253
4254  if (useGivenPieceBoundary) {
4255    if ((int)idxEdge.size() != nPiece+1) {
4256      throw(AipsError("pieceEdge.size() must be equal to nPiece+1."));
4257    }
4258  } else {
4259    idxEdge.clear();
4260    idxEdge.resize(nPiece+1);
4261    idxEdge[0] = x[0];
4262  }
[2012]4263  for (int i = 1; i < nPiece; ++i) {
[2047]4264    int valX = x[nElement*i];
[2767]4265    if (!useGivenPieceBoundary) {
4266      idxEdge[i] = valX;
4267    }
[2344]4268    invEdge[i-1] = 1.0/(double)valX;
[2012]4269  }
[2767]4270  if (!useGivenPieceBoundary) {
4271    idxEdge[nPiece] = x[initNData-1]+1;
4272  }
[2064]4273
[2773]4274  std::vector<double> z1(nChan), r1(nChan), residual(nChan);
[2012]4275  for (int i = 0; i < nChan; ++i) {
[2773]4276    z1[i] = (double)data[i];
4277    r1[i] = 0.0;
[2344]4278    residual[i] = 0.0;
[2012]4279  }
4280
4281  for (int nClip = 0; nClip < nIterClip+1; ++nClip) {
[2064]4282    // xMatrix : horizontal concatenation of
4283    //           the least-sq. matrix (left) and an
4284    //           identity matrix (right).
4285    // the right part is used to calculate the inverse matrix of the left part.
[2767]4286
[2012]4287    double xMatrix[nDOF][2*nDOF];
4288    double zMatrix[nDOF];
4289    for (int i = 0; i < nDOF; ++i) {
4290      for (int j = 0; j < 2*nDOF; ++j) {
4291        xMatrix[i][j] = 0.0;
4292      }
4293      xMatrix[i][nDOF+i] = 1.0;
4294      zMatrix[i] = 0.0;
4295    }
4296
4297    for (int n = 0; n < nPiece; ++n) {
[2193]4298      int nUseDataInPiece = 0;
[2773]4299      for (int k = idxEdge[n]; k < idxEdge[n+1]; ++k) {
[2064]4300
[2773]4301        if (maskArray[k] == 0) continue;
[2064]4302
[2773]4303        for (int i = 0; i < nModel; ++i) {
4304          for (int j = i; j < nModel; ++j) {
4305            xMatrix[i][j] += model[i][k] * model[j][k];
4306          }
4307          zMatrix[i] += z1[k] * model[i][k];
4308        }
[2064]4309
[2773]4310        for (int i = 0; i < n; ++i) {
4311          double q = 1.0 - model[1][k]*invEdge[i];
[2012]4312          q = q*q*q;
[2773]4313          for (int j = 0; j < nModel; ++j) {
4314            xMatrix[j][i+nModel] += q * model[j][k];
4315          }
4316          for (int j = 0; j < i; ++j) {
4317            double r = 1.0 - model[1][k]*invEdge[j];
[2012]4318            r = r*r*r;
[2773]4319            xMatrix[j+nModel][i+nModel] += r*q;
[2012]4320          }
[2773]4321          xMatrix[i+nModel][i+nModel] += q*q;
4322          zMatrix[i+nModel] += q*z1[k];
[2012]4323        }
[2064]4324
[2193]4325        nUseDataInPiece++;
[2012]4326      }
[2193]4327
4328      if (nUseDataInPiece < 1) {
4329        std::vector<string> suffixOfPieceNumber(4);
4330        suffixOfPieceNumber[0] = "th";
4331        suffixOfPieceNumber[1] = "st";
4332        suffixOfPieceNumber[2] = "nd";
4333        suffixOfPieceNumber[3] = "rd";
4334        int idxNoDataPiece = (n % 10 <= 3) ? n : 0;
4335        ostringstream oss;
4336        oss << "all channels clipped or masked in " << n << suffixOfPieceNumber[idxNoDataPiece];
4337        oss << " piece of the spectrum. can't execute fitting anymore.";
4338        throw(AipsError(String(oss)));
4339      }
[2012]4340    }
4341
4342    for (int i = 0; i < nDOF; ++i) {
4343      for (int j = 0; j < i; ++j) {
4344        xMatrix[i][j] = xMatrix[j][i];
4345      }
4346    }
4347
[2344]4348    std::vector<double> invDiag(nDOF);
[2012]4349    for (int i = 0; i < nDOF; ++i) {
[2773]4350      invDiag[i] = 1.0 / xMatrix[i][i];
[2012]4351      for (int j = 0; j < nDOF; ++j) {
4352        xMatrix[i][j] *= invDiag[i];
4353      }
4354    }
4355
4356    for (int k = 0; k < nDOF; ++k) {
4357      for (int i = 0; i < nDOF; ++i) {
4358        if (i != k) {
4359          double factor1 = xMatrix[k][k];
[2773]4360          double invfactor1 = 1.0 / factor1;
[2012]4361          double factor2 = xMatrix[i][k];
4362          for (int j = k; j < 2*nDOF; ++j) {
4363            xMatrix[i][j] *= factor1;
4364            xMatrix[i][j] -= xMatrix[k][j]*factor2;
[2773]4365            xMatrix[i][j] *= invfactor1;
[2012]4366          }
4367        }
4368      }
[2773]4369      double invXDiag = 1.0 / xMatrix[k][k];
[2012]4370      for (int j = k; j < 2*nDOF; ++j) {
[2773]4371        xMatrix[k][j] *= invXDiag;
[2012]4372      }
4373    }
4374   
4375    for (int i = 0; i < nDOF; ++i) {
4376      for (int j = 0; j < nDOF; ++j) {
4377        xMatrix[i][nDOF+j] *= invDiag[j];
4378      }
4379    }
[2767]4380
[2012]4381    //compute a vector y which consists of the coefficients of the best-fit spline curves
4382    //(a0,a1,a2,a3(,b3,c3,...)), namely, the ones for the leftmost piece and the ones of
4383    //cubic terms for the other pieces (in case nPiece>1).
[2344]4384    std::vector<double> y(nDOF);
[2012]4385    for (int i = 0; i < nDOF; ++i) {
[2344]4386      y[i] = 0.0;
[2012]4387      for (int j = 0; j < nDOF; ++j) {
4388        y[i] += xMatrix[i][nDOF+j]*zMatrix[j];
4389      }
4390    }
4391
[2773]4392    std::vector<double> a(nModel);
4393    for (int i = 0; i < nModel; ++i) {
4394      a[i] = y[i];
4395    }
[2012]4396
[2344]4397    int j = 0;
[2012]4398    for (int n = 0; n < nPiece; ++n) {
[2064]4399      for (int i = idxEdge[n]; i < idxEdge[n+1]; ++i) {
[2773]4400        r1[i] = 0.0;
4401        for (int j = 0; j < nModel; ++j) {
4402          r1[i] += a[j] * model[j][i];
4403        }
[2012]4404      }
[2773]4405      for (int i = 0; i < nModel; ++i) {
4406        params[j+i] = a[i];
4407      }
4408      j += nModel;
[2012]4409
4410      if (n == nPiece-1) break;
4411
[2773]4412      double d = y[n+nModel];
[2064]4413      double iE = invEdge[n];
[2773]4414      a[0] +=       d;
4415      a[1] -= 3.0 * d * iE;
4416      a[2] += 3.0 * d * iE * iE;
4417      a[3] -=       d * iE * iE * iE;
[2012]4418    }
4419
[2344]4420    //subtract constant value for masked regions at the edge of spectrum
4421    if (idxEdge[0] > 0) {
4422      int n = idxEdge[0];
4423      for (int i = 0; i < idxEdge[0]; ++i) {
4424        //--cubic extrapolate--
4425        //r1[i] = params[0] + params[1]*x1[i] + params[2]*x2[i] + params[3]*x3[i];
4426        //--linear extrapolate--
4427        //r1[i] = (r1[n+1] - r1[n])/(x1[n+1] - x1[n])*(x1[i] - x1[n]) + r1[n];
4428        //--constant--
4429        r1[i] = r1[n];
4430      }
4431    }
[2767]4432
[2344]4433    if (idxEdge[nPiece] < nChan) {
4434      int n = idxEdge[nPiece]-1;
4435      for (int i = idxEdge[nPiece]; i < nChan; ++i) {
4436        //--cubic extrapolate--
4437        //int m = 4*(nPiece-1);
4438        //r1[i] = params[m] + params[m+1]*x1[i] + params[m+2]*x2[i] + params[m+3]*x3[i];
4439        //--linear extrapolate--
4440        //r1[i] = (r1[n-1] - r1[n])/(x1[n-1] - x1[n])*(x1[i] - x1[n]) + r1[n];
4441        //--constant--
4442        r1[i] = r1[n];
4443      }
4444    }
4445
4446    for (int i = 0; i < nChan; ++i) {
4447      residual[i] = z1[i] - r1[i];
4448    }
4449
[3032]4450    double mean  = 0.0;
4451    double mean2 = 0.0;
[2767]4452    for (int i = 0; i < nChan; ++i) {
[2890]4453      if (maskArray[i] == 0) continue;
[3032]4454      mean  += residual[i];
4455      mean2 += residual[i]*residual[i];
[2767]4456    }
[3032]4457    mean  /= (double)nData;
4458    mean2 /= (double)nData;
4459    double rmsd = sqrt(mean2 - mean*mean);
4460    rms = (float)rmsd;
[2767]4461
[2012]4462    if ((nClip == nIterClip) || (thresClip <= 0.0)) {
4463      break;
4464    } else {
4465     
[3032]4466      double thres = rmsd * thresClip;
[2012]4467      int newNData = 0;
4468      for (int i = 0; i < nChan; ++i) {
[2081]4469        if (abs(residual[i]) >= thres) {
[2012]4470          maskArray[i] = 0;
[2767]4471          finalMask[i] = false;
[2012]4472        }
4473        if (maskArray[i] > 0) {
4474          newNData++;
4475        }
4476      }
[2081]4477      if (newNData == nData) {
[2064]4478        break; //no more flag to add. iteration stops.
[2012]4479      } else {
[2081]4480        nData = newNData;
[2012]4481      }
[2767]4482
[2012]4483    }
4484  }
4485
[2193]4486  nClipped = initNData - nData;
4487
[2344]4488  std::vector<float> result(nChan);
[2058]4489  if (getResidual) {
4490    for (int i = 0; i < nChan; ++i) {
[2344]4491      result[i] = (float)residual[i];
[2058]4492    }
4493  } else {
4494    for (int i = 0; i < nChan; ++i) {
[2344]4495      result[i] = (float)r1[i];
[2058]4496    }
[2012]4497  }
4498
[2058]4499  return result;
[2012]4500}
4501
[2773]4502std::vector<int> Scantable::selectWaveNumbers(const std::vector<int>& addNWaves,
4503                                  const std::vector<int>& rejectNWaves)
[2081]4504{
[2773]4505  std::vector<bool> chanMask;
[2767]4506  std::string fftMethod;
4507  std::string fftThresh;
4508
[2773]4509  return selectWaveNumbers(0, chanMask, false, fftMethod, fftThresh, addNWaves, rejectNWaves);
4510}
4511
4512std::vector<int> Scantable::selectWaveNumbers(const int whichrow,
4513                                  const std::vector<bool>& chanMask,
4514                                  const bool applyFFT,
4515                                  const std::string& fftMethod,
4516                                  const std::string& fftThresh,
4517                                  const std::vector<int>& addNWaves,
4518                                  const std::vector<int>& rejectNWaves)
4519{
4520  std::vector<int> nWaves;
[2186]4521  nWaves.clear();
4522
4523  if (applyFFT) {
4524    string fftThAttr;
4525    float fftThSigma;
4526    int fftThTop;
[2773]4527    parseFFTThresholdInfo(fftThresh, fftThAttr, fftThSigma, fftThTop);
[2186]4528    doSelectWaveNumbers(whichrow, chanMask, fftMethod, fftThSigma, fftThTop, fftThAttr, nWaves);
4529  }
4530
[2411]4531  addAuxWaveNumbers(whichrow, addNWaves, rejectNWaves, nWaves);
[2773]4532
4533  return nWaves;
[2186]4534}
4535
[2773]4536int Scantable::getIdxOfNchan(const int nChan, const std::vector<int>& nChanNos)
4537{
4538  int idx = -1;
4539  for (uint i = 0; i < nChanNos.size(); ++i) {
4540    if (nChan == nChanNos[i]) {
4541      idx = i;
4542      break;
4543    }
4544  }
4545
4546  if (idx < 0) {
4547    throw(AipsError("nChan not found in nChhanNos."));
4548  }
4549
4550  return idx;
4551}
4552
[2767]4553void Scantable::parseFFTInfo(const std::string& fftInfo, bool& applyFFT, std::string& fftMethod, std::string& fftThresh)
4554{
4555  istringstream iss(fftInfo);
4556  std::string tmp;
4557  std::vector<string> res;
4558  while (getline(iss, tmp, ',')) {
4559    res.push_back(tmp);
4560  }
4561  if (res.size() < 3) {
4562    throw(AipsError("wrong value in 'fftinfo' parameter")) ;
4563  }
4564  applyFFT = (res[0] == "true");
4565  fftMethod = res[1];
4566  fftThresh = res[2];
4567}
4568
[2773]4569void Scantable::parseFFTThresholdInfo(const std::string& fftThresh, std::string& fftThAttr, float& fftThSigma, int& fftThTop)
[2186]4570{
4571  uInt idxSigma = fftThresh.find("sigma");
4572  uInt idxTop   = fftThresh.find("top");
4573
4574  if (idxSigma == fftThresh.size() - 5) {
4575    std::istringstream is(fftThresh.substr(0, fftThresh.size() - 5));
4576    is >> fftThSigma;
4577    fftThAttr = "sigma";
4578  } else if (idxTop == 0) {
4579    std::istringstream is(fftThresh.substr(3));
4580    is >> fftThTop;
4581    fftThAttr = "top";
4582  } else {
4583    bool isNumber = true;
4584    for (uInt i = 0; i < fftThresh.size()-1; ++i) {
4585      char ch = (fftThresh.substr(i, 1).c_str())[0];
4586      if (!(isdigit(ch) || (fftThresh.substr(i, 1) == "."))) {
4587        isNumber = false;
4588        break;
4589      }
4590    }
4591    if (isNumber) {
4592      std::istringstream is(fftThresh);
4593      is >> fftThSigma;
4594      fftThAttr = "sigma";
4595    } else {
4596      throw(AipsError("fftthresh has a wrong value"));
4597    }
4598  }
4599}
4600
4601void Scantable::doSelectWaveNumbers(const int whichrow, const std::vector<bool>& chanMask, const std::string& fftMethod, const float fftThSigma, const int fftThTop, const std::string& fftThAttr, std::vector<int>& nWaves)
4602{
4603  std::vector<float> fspec;
4604  if (fftMethod == "fft") {
4605    fspec = execFFT(whichrow, chanMask, false, true);
4606  //} else if (fftMethod == "lsp") {
4607  //  fspec = lombScarglePeriodogram(whichrow);
4608  }
4609
4610  if (fftThAttr == "sigma") {
4611    float mean  = 0.0;
4612    float mean2 = 0.0;
4613    for (uInt i = 0; i < fspec.size(); ++i) {
4614      mean  += fspec[i];
4615      mean2 += fspec[i]*fspec[i];
4616    }
4617    mean  /= float(fspec.size());
4618    mean2 /= float(fspec.size());
4619    float thres = mean + fftThSigma * float(sqrt(mean2 - mean*mean));
4620
4621    for (uInt i = 0; i < fspec.size(); ++i) {
4622      if (fspec[i] >= thres) {
4623        nWaves.push_back(i);
4624      }
4625    }
4626
4627  } else if (fftThAttr == "top") {
4628    for (int i = 0; i < fftThTop; ++i) {
4629      float max = 0.0;
4630      int maxIdx = 0;
4631      for (uInt j = 0; j < fspec.size(); ++j) {
4632        if (fspec[j] > max) {
4633          max = fspec[j];
4634          maxIdx = j;
4635        }
4636      }
4637      nWaves.push_back(maxIdx);
4638      fspec[maxIdx] = 0.0;
4639    }
4640
4641  }
4642
4643  if (nWaves.size() > 1) {
4644    sort(nWaves.begin(), nWaves.end());
4645  }
4646}
4647
[2411]4648void Scantable::addAuxWaveNumbers(const int whichrow, const std::vector<int>& addNWaves, const std::vector<int>& rejectNWaves, std::vector<int>& nWaves)
[2186]4649{
[2411]4650  std::vector<int> tempAddNWaves, tempRejectNWaves;
[2767]4651  tempAddNWaves.clear();
4652  tempRejectNWaves.clear();
4653
[2186]4654  for (uInt i = 0; i < addNWaves.size(); ++i) {
[2411]4655    tempAddNWaves.push_back(addNWaves[i]);
4656  }
4657  if ((tempAddNWaves.size() == 2) && (tempAddNWaves[1] == -999)) {
4658    setWaveNumberListUptoNyquistFreq(whichrow, tempAddNWaves);
4659  }
4660
4661  for (uInt i = 0; i < rejectNWaves.size(); ++i) {
4662    tempRejectNWaves.push_back(rejectNWaves[i]);
4663  }
4664  if ((tempRejectNWaves.size() == 2) && (tempRejectNWaves[1] == -999)) {
4665    setWaveNumberListUptoNyquistFreq(whichrow, tempRejectNWaves);
4666  }
4667
4668  for (uInt i = 0; i < tempAddNWaves.size(); ++i) {
[2186]4669    bool found = false;
4670    for (uInt j = 0; j < nWaves.size(); ++j) {
[2411]4671      if (nWaves[j] == tempAddNWaves[i]) {
[2186]4672        found = true;
4673        break;
4674      }
4675    }
[2411]4676    if (!found) nWaves.push_back(tempAddNWaves[i]);
[2186]4677  }
4678
[2411]4679  for (uInt i = 0; i < tempRejectNWaves.size(); ++i) {
[2186]4680    for (std::vector<int>::iterator j = nWaves.begin(); j != nWaves.end(); ) {
[2411]4681      if (*j == tempRejectNWaves[i]) {
[2186]4682        j = nWaves.erase(j);
4683      } else {
4684        ++j;
4685      }
4686    }
4687  }
4688
4689  if (nWaves.size() > 1) {
4690    sort(nWaves.begin(), nWaves.end());
4691    unique(nWaves.begin(), nWaves.end());
4692  }
4693}
4694
[2411]4695void Scantable::setWaveNumberListUptoNyquistFreq(const int whichrow, std::vector<int>& nWaves)
4696{
[2767]4697  int val = nWaves[0];
4698  int nyquistFreq = nchan(getIF(whichrow))/2+1;
4699  nWaves.clear();
4700  if (val > nyquistFreq) {  // for safety, at least nWaves contains a constant; CAS-3759
4701    nWaves.push_back(0);
[2411]4702  }
[2767]4703  while (val <= nyquistFreq) {
4704    nWaves.push_back(val);
4705    val++;
4706  }
[2411]4707}
4708
[2773]4709void Scantable::sinusoidBaseline(const std::vector<bool>& mask, const std::string& fftInfo,
4710                                 const std::vector<int>& addNWaves,
4711                                 const std::vector<int>& rejectNWaves,
4712                                 float thresClip, int nIterClip,
4713                                 bool getResidual,
4714                                 const std::string& progressInfo,
4715                                 const bool outLogger, const std::string& blfile,
4716                                 const std::string& bltable)
[2186]4717{
[2774]4718  /****
[2773]4719  double TimeStart = mathutil::gettimeofday_sec();
[2774]4720  ****/
[2773]4721
[2193]4722  try {
4723    ofstream ofs;
[2773]4724    String coordInfo;
4725    bool hasSameNchan, outTextFile, csvFormat, showProgress;
4726    int minNRow;
4727    int nRow = nrow();
4728    std::vector<bool> chanMask, finalChanMask;
4729    float rms;
4730    bool outBaselineTable = (bltable != "");
4731    STBaselineTable bt = STBaselineTable(*this);
4732    Vector<Double> timeSecCol;
[3026]4733    size_t flagged=0;
[2012]4734
[2773]4735    initialiseBaselining(blfile, ofs, outLogger, outTextFile, csvFormat,
4736                         coordInfo, hasSameNchan,
4737                         progressInfo, showProgress, minNRow,
4738                         timeSecCol);
[2012]4739
[2773]4740    bool applyFFT;
4741    std::string fftMethod, fftThresh;
4742    parseFFTInfo(fftInfo, applyFFT, fftMethod, fftThresh);
[2012]4743
[2193]4744    std::vector<int> nWaves;
[2773]4745    std::vector<int> nChanNos;
4746    std::vector<std::vector<std::vector<double> > > modelReservoir;
4747    if (!applyFFT) {
4748      nWaves = selectWaveNumbers(addNWaves, rejectNWaves);
4749      modelReservoir = getSinusoidModelReservoir(nWaves, nChanNos);
4750    }
[2012]4751
[2193]4752    for (int whichrow = 0; whichrow < nRow; ++whichrow) {
[2767]4753      std::vector<float> sp = getSpectrum(whichrow);
[2193]4754      chanMask = getCompositeChanMask(whichrow, mask);
[2773]4755      std::vector<std::vector<double> > model;
4756      if (applyFFT) {
4757        nWaves = selectWaveNumbers(whichrow, chanMask, true, fftMethod, fftThresh,
4758                                   addNWaves, rejectNWaves);
4759        model = getSinusoidModel(nWaves, sp.size());
4760      } else {
4761        model = modelReservoir[getIdxOfNchan(sp.size(), nChanNos)];
4762      }
[2968]4763      int nModel = modelReservoir.size();
[2186]4764
[2767]4765      std::vector<float> params;
[2968]4766
[3023]4767      //if (flagrowCol_(whichrow) == 0) {
4768      if (flagrowCol_(whichrow)==0 && nValidMask(chanMask)>0) {
[2968]4769        int nClipped = 0;
4770        std::vector<float> res;
4771        res = doLeastSquareFitting(sp, chanMask, model,
[2773]4772                                   params, rms, finalChanMask,
4773                                   nClipped, thresClip, nIterClip, getResidual);
[2767]4774
[2968]4775        if (outBaselineTable) {
4776          bt.appenddata(getScan(whichrow), getCycle(whichrow), getBeam(whichrow),
4777                        getIF(whichrow), getPol(whichrow), 0, timeSecCol[whichrow],
4778                        true, STBaselineFunc::Sinusoid, nWaves, std::vector<float>(),
4779                        getMaskListFromMask(finalChanMask), params, rms, sp.size(),
4780                        thresClip, nIterClip, 0.0, 0, std::vector<int>());
4781        } else {
4782          setSpectrum(res, whichrow);
4783        }
4784
4785        outputFittingResult(outLogger, outTextFile, csvFormat, chanMask, whichrow,
4786                            coordInfo, hasSameNchan, ofs, "sinusoidBaseline()",
4787                            params, nClipped);
[2767]4788      } else {
[3024]4789        // no valid channels to fit (flag the row)
4790        flagrowCol_.put(whichrow, 1);
[3026]4791        ++flagged;
[2968]4792        if (outBaselineTable) {
4793          params.resize(nModel);
4794          for (uInt i = 0; i < params.size(); ++i) {
4795            params[i] = 0.0;
4796          }
4797          bt.appenddata(getScan(whichrow), getCycle(whichrow), getBeam(whichrow),
4798                        getIF(whichrow), getPol(whichrow), 0, timeSecCol[whichrow],
4799                        true, STBaselineFunc::Sinusoid, nWaves, std::vector<float>(),
4800                        getMaskListFromMask(chanMask), params, 0.0, sp.size(),
4801                        thresClip, nIterClip, 0.0, 0, std::vector<int>());
4802        }
[2186]4803      }
[2193]4804
4805      showProgressOnTerminal(whichrow, nRow, showProgress, minNRow);
[2186]4806    }
4807
[2773]4808    finaliseBaselining(outBaselineTable, &bt, bltable, outTextFile, ofs);
[2767]4809
[3026]4810    if (flagged > 0) {
4811      LogIO os( LogOrigin( "Scantable", "sinusoidBaseline()") ) ;
4812      os << LogIO::WARN << "Baseline subtraction is skipped for " << flagged << " spectra due to too few valid channels to operate fit. The spectra will be flagged in output data." << LogIO::POST;
4813    }
[2193]4814  } catch (...) {
4815    throw;
[1931]4816  }
[2773]4817
[2774]4818  /****
[2773]4819  double TimeEnd = mathutil::gettimeofday_sec();
4820  double elapse1 = TimeEnd - TimeStart;
4821  std::cout << "sinusoid-old   : " << elapse1 << " (sec.)" << endl;
[2774]4822  ****/
[1907]4823}
4824
[2773]4825void Scantable::autoSinusoidBaseline(const std::vector<bool>& mask, const std::string& fftInfo,
4826                                     const std::vector<int>& addNWaves,
4827                                     const std::vector<int>& rejectNWaves,
4828                                     float thresClip, int nIterClip,
4829                                     const std::vector<int>& edge,
4830                                     float threshold, int chanAvgLimit,
4831                                     bool getResidual,
4832                                     const std::string& progressInfo,
4833                                     const bool outLogger, const std::string& blfile,
4834                                     const std::string& bltable)
[2012]4835{
[2193]4836  try {
4837    ofstream ofs;
[2773]4838    String coordInfo;
4839    bool hasSameNchan, outTextFile, csvFormat, showProgress;
4840    int minNRow;
4841    int nRow = nrow();
4842    std::vector<bool> chanMask, finalChanMask;
4843    float rms;
4844    bool outBaselineTable = (bltable != "");
4845    STBaselineTable bt = STBaselineTable(*this);
4846    Vector<Double> timeSecCol;
4847    STLineFinder lineFinder = STLineFinder();
[3026]4848    size_t flagged=0;
[2012]4849
[2773]4850    initialiseBaselining(blfile, ofs, outLogger, outTextFile, csvFormat,
4851                         coordInfo, hasSameNchan,
4852                         progressInfo, showProgress, minNRow,
4853                         timeSecCol);
[2012]4854
[2773]4855    initLineFinder(edge, threshold, chanAvgLimit, lineFinder);
[2012]4856
[2773]4857    bool applyFFT;
4858    string fftMethod, fftThresh;
4859    parseFFTInfo(fftInfo, applyFFT, fftMethod, fftThresh);
[2012]4860
[2193]4861    std::vector<int> nWaves;
[2773]4862    std::vector<int> nChanNos;
4863    std::vector<std::vector<std::vector<double> > > modelReservoir;
4864    if (!applyFFT) {
4865      nWaves = selectWaveNumbers(addNWaves, rejectNWaves);
4866      modelReservoir = getSinusoidModelReservoir(nWaves, nChanNos);
4867    }
[2186]4868
[2193]4869    for (int whichrow = 0; whichrow < nRow; ++whichrow) {
[2767]4870      std::vector<float> sp = getSpectrum(whichrow);
[2193]4871      std::vector<int> currentEdge;
[2773]4872      chanMask = getCompositeChanMask(whichrow, mask, edge, currentEdge, lineFinder);
4873      std::vector<std::vector<double> > model;
4874      if (applyFFT) {
4875        nWaves = selectWaveNumbers(whichrow, chanMask, true, fftMethod, fftThresh,
4876                                   addNWaves, rejectNWaves);
4877        model = getSinusoidModel(nWaves, sp.size());
[2193]4878      } else {
[2773]4879        model = modelReservoir[getIdxOfNchan(sp.size(), nChanNos)];
[2012]4880      }
[2968]4881      int nModel = modelReservoir.size();
[2193]4882
4883      std::vector<float> params;
[2968]4884
[3023]4885      //if (flagrowCol_(whichrow) == 0) {
4886      if (flagrowCol_(whichrow)==0 && nValidMask(chanMask)>0) {
[2968]4887        int nClipped = 0;
4888        std::vector<float> res;
4889        res = doLeastSquareFitting(sp, chanMask, model,
[2773]4890                                   params, rms, finalChanMask,
4891                                   nClipped, thresClip, nIterClip, getResidual);
[2193]4892
[2968]4893        if (outBaselineTable) {
4894          bt.appenddata(getScan(whichrow), getCycle(whichrow), getBeam(whichrow),
4895                        getIF(whichrow), getPol(whichrow), 0, timeSecCol[whichrow],
4896                        true, STBaselineFunc::Sinusoid, nWaves, std::vector<float>(),
4897                        getMaskListFromMask(finalChanMask), params, rms, sp.size(),
4898                        thresClip, nIterClip, threshold, chanAvgLimit, currentEdge);
4899        } else {
4900          setSpectrum(res, whichrow);
4901        }
4902
4903        outputFittingResult(outLogger, outTextFile, csvFormat, chanMask, whichrow,
4904                            coordInfo, hasSameNchan, ofs, "autoSinusoidBaseline()",
4905                            params, nClipped);
[2767]4906      } else {
[3024]4907        // no valid channels to fit (flag the row)
4908        flagrowCol_.put(whichrow, 1);
[3026]4909        ++flagged;
[2968]4910        if (outBaselineTable) {
4911          params.resize(nModel);
4912          for (uInt i = 0; i < params.size(); ++i) {
4913            params[i] = 0.0;
4914          }
4915          bt.appenddata(getScan(whichrow), getCycle(whichrow), getBeam(whichrow),
4916                        getIF(whichrow), getPol(whichrow), 0, timeSecCol[whichrow],
4917                        true, STBaselineFunc::Sinusoid, nWaves, std::vector<float>(),
4918                        getMaskListFromMask(chanMask), params, 0.0, sp.size(),
4919                        thresClip, nIterClip, threshold, chanAvgLimit, currentEdge);
4920        }
[2767]4921      }
4922
[2193]4923      showProgressOnTerminal(whichrow, nRow, showProgress, minNRow);
[2012]4924    }
4925
[2773]4926    finaliseBaselining(outBaselineTable, &bt, bltable, outTextFile, ofs);
[2767]4927
[3026]4928    if (flagged > 0) {
4929      LogIO os( LogOrigin( "Scantable", "autoSinusoidBaseline()") ) ;
4930      os << LogIO::WARN << "Baseline subtraction is skipped for " << flagged << " spectra due to too few valid channels to operate fit. The spectra will be flagged in output data." << LogIO::POST;
4931    }
[2193]4932  } catch (...) {
4933    throw;
[2047]4934  }
4935}
4936
[2773]4937std::vector<float> Scantable::doSinusoidFitting(const std::vector<float>& data,
4938                                                const std::vector<bool>& mask,
4939                                                const std::vector<int>& waveNumbers,
4940                                                std::vector<float>& params,
4941                                                float& rms,
4942                                                std::vector<bool>& finalmask,
4943                                                float clipth,
4944                                                int clipn)
[2081]4945{
[2767]4946  int nClipped = 0;
4947  return doSinusoidFitting(data, mask, waveNumbers, params, rms, finalmask, nClipped, clipth, clipn);
4948}
4949
[2773]4950std::vector<float> Scantable::doSinusoidFitting(const std::vector<float>& data,
4951                                                const std::vector<bool>& mask,
4952                                                const std::vector<int>& waveNumbers,
4953                                                std::vector<float>& params,
4954                                                float& rms,
4955                                                std::vector<bool>& finalMask,
4956                                                int& nClipped,
4957                                                float thresClip,
4958                                                int nIterClip,
4959                                                bool getResidual)
[2767]4960{
[2773]4961  return doLeastSquareFitting(data, mask,
4962                              getSinusoidModel(waveNumbers, data.size()),
4963                              params, rms, finalMask,
4964                              nClipped, thresClip, nIterClip,
4965                              getResidual);
4966}
4967
4968std::vector<std::vector<std::vector<double> > > Scantable::getSinusoidModelReservoir(const std::vector<int>& waveNumbers,
4969                                                                                     std::vector<int>& nChanNos)
4970{
4971  std::vector<std::vector<std::vector<double> > > res;
4972  res.clear();
4973  nChanNos.clear();
4974
4975  std::vector<uint> ifNos = getIFNos();
4976  for (uint i = 0; i < ifNos.size(); ++i) {
4977    int currNchan = nchan(ifNos[i]);
4978    bool hasDifferentNchan = (i == 0);
4979    for (uint j = 0; j < i; ++j) {
4980      if (currNchan != nchan(ifNos[j])) {
4981        hasDifferentNchan = true;
4982        break;
4983      }
4984    }
4985    if (hasDifferentNchan) {
4986      res.push_back(getSinusoidModel(waveNumbers, currNchan));
4987      nChanNos.push_back(currNchan);
4988    }
[2047]4989  }
[2773]4990
4991  return res;
4992}
4993
4994std::vector<std::vector<double> > Scantable::getSinusoidModel(const std::vector<int>& waveNumbers, int nchan)
4995{
4996  // model  : contains elemental values for computing the least-square matrix.
4997  //          model.size() is nmodel and model[*].size() is nchan.
4998  //          Each model element are as follows:
4999  //          model[0]    = {1.0, 1.0, 1.0, ..., 1.0},
5000  //          model[2n-1] = {sin(nPI/L*x[0]), sin(nPI/L*x[1]), ..., sin(nPI/L*x[nchan])},
5001  //          model[2n]   = {cos(nPI/L*x[0]), cos(nPI/L*x[1]), ..., cos(nPI/L*x[nchan])},
5002  //          where (1 <= n <= nMaxWavesInSW),
5003  //          or,
5004  //          model[2n-1] = {sin(wn[n]PI/L*x[0]), sin(wn[n]PI/L*x[1]), ..., sin(wn[n]PI/L*x[nchan])},
5005  //          model[2n]   = {cos(wn[n]PI/L*x[0]), cos(wn[n]PI/L*x[1]), ..., cos(wn[n]PI/L*x[nchan])},
5006  //          where wn[n] denotes waveNumbers[n] (1 <= n <= waveNumbers.size()).
5007
[2081]5008  std::vector<int> nWaves;  // sorted and uniqued array of wave numbers
5009  nWaves.reserve(waveNumbers.size());
5010  copy(waveNumbers.begin(), waveNumbers.end(), back_inserter(nWaves));
5011  sort(nWaves.begin(), nWaves.end());
5012  std::vector<int>::iterator end_it = unique(nWaves.begin(), nWaves.end());
5013  nWaves.erase(end_it, nWaves.end());
5014
5015  int minNWaves = nWaves[0];
5016  if (minNWaves < 0) {
[2058]5017    throw(AipsError("wave number must be positive or zero (i.e. constant)"));
5018  }
[2081]5019  bool hasConstantTerm = (minNWaves == 0);
[2773]5020  int nmodel = nWaves.size() * 2 - (hasConstantTerm ? 1 : 0);  //number of parameters to solve.
[2047]5021
[2773]5022  std::vector<std::vector<double> > model(nmodel, std::vector<double>(nchan));
[2767]5023
[2773]5024  if (hasConstantTerm) {
5025    for (int j = 0; j < nchan; ++j) {
5026      model[0][j] = 1.0;
[2047]5027    }
5028  }
5029
[2081]5030  const double PI = 6.0 * asin(0.5); // PI (= 3.141592653...)
[2773]5031  double stretch0 = 2.0*PI/(double)(nchan-1);
[2081]5032
5033  for (uInt i = (hasConstantTerm ? 1 : 0); i < nWaves.size(); ++i) {
[2773]5034    int sidx = hasConstantTerm ? 2*i-1 : 2*i;
5035    int cidx = sidx + 1;
5036    double stretch = stretch0*(double)nWaves[i];
[2081]5037
[2773]5038    for (int j = 0; j < nchan; ++j) {
5039      model[sidx][j] = sin(stretch*(double)j);
5040      model[cidx][j] = cos(stretch*(double)j);
[2047]5041    }
[2012]5042  }
5043
[2773]5044  return model;
[2012]5045}
5046
[2773]5047std::vector<bool> Scantable::getCompositeChanMask(int whichrow,
5048                                                  const std::vector<bool>& inMask)
[2047]5049{
[2186]5050  std::vector<bool> mask = getMask(whichrow);
5051  uInt maskSize = mask.size();
[2410]5052  if (inMask.size() != 0) {
5053    if (maskSize != inMask.size()) {
5054      throw(AipsError("mask sizes are not the same."));
5055    }
5056    for (uInt i = 0; i < maskSize; ++i) {
5057      mask[i] = mask[i] && inMask[i];
5058    }
[2047]5059  }
5060
[2186]5061  return mask;
[2047]5062}
5063
[2773]5064std::vector<bool> Scantable::getCompositeChanMask(int whichrow,
5065                                                  const std::vector<bool>& inMask,
5066                                                  const std::vector<int>& edge,
5067                                                  std::vector<int>& currEdge,
5068                                                  STLineFinder& lineFinder)
[2047]5069{
[3023]5070  if (isAllChannelsFlagged(whichrow)) {//all channels flagged
[3039]5071    std::vector<bool> res_mask(nchan(getIF(whichrow)),false);
[3023]5072    return res_mask;
[3039]5073  } else if (inMask.size() != 0 && nValidMask(inMask)==0){ //no valid mask channels
[3023]5074    std::vector<bool> res_mask(inMask);
5075    return res_mask;
5076  }
5077
[2773]5078  std::vector<uint> ifNos = getIFNos();
[2774]5079  if ((edge.size() > 2) && (edge.size() < ifNos.size()*2)) {
[2773]5080    throw(AipsError("Length of edge element info is less than that of IFs"));
[2047]5081  }
5082
[2774]5083  uint idx = 0;
5084  if (edge.size() > 2) {
5085    int ifVal = getIF(whichrow);
5086    bool foundIF = false;
5087    for (uint i = 0; i < ifNos.size(); ++i) {
5088      if (ifVal == (int)ifNos[i]) {
5089        idx = 2*i;
5090        foundIF = true;
5091        break;
5092      }
[2773]5093    }
[2774]5094    if (!foundIF) {
5095      throw(AipsError("bad IF number"));
5096    }
[2773]5097  }
5098
5099  currEdge.clear();
5100  currEdge.resize(2);
5101  currEdge[0] = edge[idx];
5102  currEdge[1] = edge[idx+1];
5103
[2047]5104  lineFinder.setData(getSpectrum(whichrow));
[2773]5105  lineFinder.findLines(getCompositeChanMask(whichrow, inMask), currEdge, whichrow);
[2047]5106  return lineFinder.getMask();
5107}
5108
5109/* for cspline. will be merged once cspline is available in fitter (2011/3/10 WK) */
[2773]5110void Scantable::outputFittingResult(bool outLogger,
5111                                    bool outTextFile,
5112                                    bool csvFormat,
5113                                    const std::vector<bool>& chanMask,
5114                                    int whichrow,
5115                                    const casa::String& coordInfo,
5116                                    bool hasSameNchan,
5117                                    ofstream& ofs,
5118                                    const casa::String& funcName,
5119                                    const std::vector<int>& edge,
5120                                    const std::vector<float>& params,
5121                                    const int nClipped)
[2186]5122{
[2047]5123  if (outLogger || outTextFile) {
5124    float rms = getRms(chanMask, whichrow);
5125    String masklist = getMaskRangeList(chanMask, whichrow, coordInfo, hasSameNchan);
[2081]5126    std::vector<bool> fixed;
5127    fixed.clear();
[2047]5128
5129    if (outLogger) {
5130      LogIO ols(LogOrigin("Scantable", funcName, WHERE));
[2773]5131      ols << formatPiecewiseBaselineParams(edge, params, fixed, rms, nClipped,
5132                                           masklist, whichrow, false, csvFormat) << LogIO::POST ;
[2047]5133    }
5134    if (outTextFile) {
[2773]5135      ofs << formatPiecewiseBaselineParams(edge, params, fixed, rms, nClipped,
5136                                           masklist, whichrow, true, csvFormat) << flush;
[2047]5137    }
5138  }
5139}
5140
[2773]5141/* for poly/chebyshev/sinusoid. */
5142void Scantable::outputFittingResult(bool outLogger,
5143                                    bool outTextFile,
5144                                    bool csvFormat,
5145                                    const std::vector<bool>& chanMask,
5146                                    int whichrow,
5147                                    const casa::String& coordInfo,
5148                                    bool hasSameNchan,
5149                                    ofstream& ofs,
5150                                    const casa::String& funcName,
5151                                    const std::vector<float>& params,
5152                                    const int nClipped)
[2186]5153{
[2047]5154  if (outLogger || outTextFile) {
5155    float rms = getRms(chanMask, whichrow);
5156    String masklist = getMaskRangeList(chanMask, whichrow, coordInfo, hasSameNchan);
[2081]5157    std::vector<bool> fixed;
5158    fixed.clear();
[2047]5159
5160    if (outLogger) {
5161      LogIO ols(LogOrigin("Scantable", funcName, WHERE));
[2773]5162      ols << formatBaselineParams(params, fixed, rms, nClipped,
5163                                  masklist, whichrow, false, csvFormat) << LogIO::POST ;
[2047]5164    }
5165    if (outTextFile) {
[2773]5166      ofs << formatBaselineParams(params, fixed, rms, nClipped,
5167                                  masklist, whichrow, true, csvFormat) << flush;
[2047]5168    }
5169  }
5170}
5171
[2189]5172void Scantable::parseProgressInfo(const std::string& progressInfo, bool& showProgress, int& minNRow)
[2186]5173{
[2189]5174  int idxDelimiter = progressInfo.find(",");
5175  if (idxDelimiter < 0) {
5176    throw(AipsError("wrong value in 'showprogress' parameter")) ;
5177  }
5178  showProgress = (progressInfo.substr(0, idxDelimiter) == "true");
5179  std::istringstream is(progressInfo.substr(idxDelimiter+1));
5180  is >> minNRow;
5181}
5182
5183void Scantable::showProgressOnTerminal(const int nProcessed, const int nTotal, const bool showProgress, const int nTotalThreshold)
5184{
5185  if (showProgress && (nTotal >= nTotalThreshold)) {
[2186]5186    int nInterval = int(floor(double(nTotal)/100.0));
5187    if (nInterval == 0) nInterval++;
5188
[2193]5189    if (nProcessed % nInterval == 0) {
[2189]5190      printf("\r");                          //go to the head of line
[2186]5191      printf("\x1b[31m\x1b[1m");             //set red color, highlighted
[2189]5192      printf("[%3d%%]", (int)(100.0*(double(nProcessed+1))/(double(nTotal))) );
5193      printf("\x1b[39m\x1b[0m");             //set default attributes
[2186]5194      fflush(NULL);
5195    }
[2193]5196
[2186]5197    if (nProcessed == nTotal - 1) {
5198      printf("\r\x1b[K");                    //clear
5199      fflush(NULL);
5200    }
[2193]5201
[2186]5202  }
5203}
5204
5205std::vector<float> Scantable::execFFT(const int whichrow, const std::vector<bool>& inMask, bool getRealImag, bool getAmplitudeOnly)
5206{
5207  std::vector<bool>  mask = getMask(whichrow);
5208
5209  if (inMask.size() > 0) {
5210    uInt maskSize = mask.size();
5211    if (maskSize != inMask.size()) {
5212      throw(AipsError("mask sizes are not the same."));
5213    }
5214    for (uInt i = 0; i < maskSize; ++i) {
5215      mask[i] = mask[i] && inMask[i];
5216    }
5217  }
5218
5219  Vector<Float> spec = getSpectrum(whichrow);
5220  mathutil::doZeroOrderInterpolation(spec, mask);
5221
5222  FFTServer<Float,Complex> ffts;
5223  Vector<Complex> fftres;
5224  ffts.fft0(fftres, spec);
5225
5226  std::vector<float> res;
5227  float norm = float(2.0/double(spec.size()));
5228
5229  if (getRealImag) {
5230    for (uInt i = 0; i < fftres.size(); ++i) {
5231      res.push_back(real(fftres[i])*norm);
5232      res.push_back(imag(fftres[i])*norm);
5233    }
5234  } else {
5235    for (uInt i = 0; i < fftres.size(); ++i) {
5236      res.push_back(abs(fftres[i])*norm);
5237      if (!getAmplitudeOnly) res.push_back(arg(fftres[i]));
5238    }
5239  }
5240
5241  return res;
5242}
5243
5244
5245float Scantable::getRms(const std::vector<bool>& mask, int whichrow)
5246{
[2591]5247  /****
[2737]5248  double ms1TimeStart, ms1TimeEnd;
[2591]5249  double elapse1 = 0.0;
5250  ms1TimeStart = mathutil::gettimeofday_sec();
5251  ****/
5252
[2012]5253  Vector<Float> spec;
5254  specCol_.get(whichrow, spec);
5255
[2591]5256  /****
5257  ms1TimeEnd = mathutil::gettimeofday_sec();
5258  elapse1 = ms1TimeEnd - ms1TimeStart;
5259  std::cout << "rm1   : " << elapse1 << " (sec.)" << endl;
5260  ****/
5261
[2737]5262  return (float)doGetRms(mask, spec);
5263}
5264
5265double Scantable::doGetRms(const std::vector<bool>& mask, const Vector<Float>& spec)
5266{
5267  double mean = 0.0;
5268  double smean = 0.0;
[2012]5269  int n = 0;
[2047]5270  for (uInt i = 0; i < spec.nelements(); ++i) {
[2012]5271    if (mask[i]) {
[2737]5272      double val = (double)spec[i];
5273      mean += val;
5274      smean += val*val;
[2012]5275      n++;
5276    }
5277  }
5278
[2737]5279  mean /= (double)n;
5280  smean /= (double)n;
[2012]5281
5282  return sqrt(smean - mean*mean);
5283}
5284
[2641]5285std::string Scantable::formatBaselineParamsHeader(int whichrow, const std::string& masklist, bool verbose, bool csvformat) const
[2012]5286{
[2641]5287  if (verbose) {
5288    ostringstream oss;
[2012]5289
[2641]5290    if (csvformat) {
5291      oss << getScan(whichrow)  << ",";
5292      oss << getBeam(whichrow)  << ",";
5293      oss << getIF(whichrow)    << ",";
5294      oss << getPol(whichrow)   << ",";
5295      oss << getCycle(whichrow) << ",";
5296      String commaReplacedMasklist = masklist;
5297      string::size_type pos = 0;
5298      while (pos = commaReplacedMasklist.find(","), pos != string::npos) {
5299        commaReplacedMasklist.replace(pos, 1, ";");
5300        pos++;
5301      }
5302      oss << commaReplacedMasklist << ",";
5303    } else {
5304      oss <<  " Scan[" << getScan(whichrow)  << "]";
5305      oss <<  " Beam[" << getBeam(whichrow)  << "]";
5306      oss <<    " IF[" << getIF(whichrow)    << "]";
5307      oss <<   " Pol[" << getPol(whichrow)   << "]";
5308      oss << " Cycle[" << getCycle(whichrow) << "]: " << endl;
5309      oss << "Fitter range = " << masklist << endl;
5310      oss << "Baseline parameters" << endl;
5311    }
[2012]5312    oss << flush;
[2641]5313
5314    return String(oss);
[2012]5315  }
5316
[2641]5317  return "";
[2012]5318}
5319
[2641]5320std::string Scantable::formatBaselineParamsFooter(float rms, int nClipped, bool verbose, bool csvformat) const
[2012]5321{
[2641]5322  if (verbose) {
5323    ostringstream oss;
[2012]5324
[2641]5325    if (csvformat) {
5326      oss << rms << ",";
5327      if (nClipped >= 0) {
5328        oss << nClipped;
5329      }
5330    } else {
5331      oss << "Results of baseline fit" << endl;
5332      oss << "  rms = " << setprecision(6) << rms << endl;
5333      if (nClipped >= 0) {
5334        oss << "  Number of clipped channels = " << nClipped << endl;
5335      }
5336      for (int i = 0; i < 60; ++i) {
5337        oss << "-";
5338      }
[2193]5339    }
[2131]5340    oss << endl;
[2094]5341    oss << flush;
[2641]5342
5343    return String(oss);
[2012]5344  }
5345
[2641]5346  return "";
[2012]5347}
5348
[2186]5349std::string Scantable::formatBaselineParams(const std::vector<float>& params,
5350                                            const std::vector<bool>& fixed,
5351                                            float rms,
[2193]5352                                            int nClipped,
[2186]5353                                            const std::string& masklist,
5354                                            int whichrow,
5355                                            bool verbose,
[2641]5356                                            bool csvformat,
[2186]5357                                            int start, int count,
5358                                            bool resetparamid) const
[2047]5359{
[2064]5360  int nParam = (int)(params.size());
[2047]5361
[2064]5362  if (nParam < 1) {
5363    return("  Not fitted");
5364  } else {
5365
5366    ostringstream oss;
[2641]5367    oss << formatBaselineParamsHeader(whichrow, masklist, verbose, csvformat);
[2064]5368
5369    if (start < 0) start = 0;
5370    if (count < 0) count = nParam;
5371    int end = start + count;
5372    if (end > nParam) end = nParam;
5373    int paramidoffset = (resetparamid) ? (-start) : 0;
5374
5375    for (int i = start; i < end; ++i) {
5376      if (i > start) {
[2047]5377        oss << ",";
5378      }
[2064]5379      std::string sFix = ((fixed.size() > 0) && (fixed[i]) && verbose) ? "(fixed)" : "";
[2641]5380      if (csvformat) {
5381        oss << params[i] << sFix;
5382      } else {
5383        oss << "  p" << (i+paramidoffset) << sFix << "= " << right << setw(13) << setprecision(6) << params[i];
5384      }
[2047]5385    }
[2064]5386
[2641]5387    if (csvformat) {
5388      oss << ",";
[2644]5389    } else {
5390      oss << endl;
[2641]5391    }
5392    oss << formatBaselineParamsFooter(rms, nClipped, verbose, csvformat);
[2064]5393
5394    return String(oss);
[2047]5395  }
5396
5397}
5398
[2641]5399std::string Scantable::formatPiecewiseBaselineParams(const std::vector<int>& ranges, const std::vector<float>& params, const std::vector<bool>& fixed, float rms, int nClipped, const std::string& masklist, int whichrow, bool verbose, bool csvformat) const
[2012]5400{
[2064]5401  int nOutParam = (int)(params.size());
5402  int nPiece = (int)(ranges.size()) - 1;
[2012]5403
[2064]5404  if (nOutParam < 1) {
5405    return("  Not fitted");
5406  } else if (nPiece < 0) {
[2641]5407    return formatBaselineParams(params, fixed, rms, nClipped, masklist, whichrow, verbose, csvformat);
[2064]5408  } else if (nPiece < 1) {
5409    return("  Bad count of the piece edge info");
5410  } else if (nOutParam % nPiece != 0) {
5411    return("  Bad count of the output baseline parameters");
5412  } else {
5413
5414    int nParam = nOutParam / nPiece;
5415
5416    ostringstream oss;
[2641]5417    oss << formatBaselineParamsHeader(whichrow, masklist, verbose, csvformat);
[2064]5418
[2641]5419    if (csvformat) {
5420      for (int i = 0; i < nPiece; ++i) {
5421        oss << ranges[i] << "," << (ranges[i+1]-1) << ",";
5422        oss << formatBaselineParams(params, fixed, rms, 0, masklist, whichrow, false, csvformat, i*nParam, nParam, true);
5423      }
5424    } else {
5425      stringstream ss;
5426      ss << ranges[nPiece] << flush;
5427      int wRange = ss.str().size() * 2 + 5;
[2064]5428
[2641]5429      for (int i = 0; i < nPiece; ++i) {
5430        ss.str("");
5431        ss << "  [" << ranges[i] << "," << (ranges[i+1]-1) << "]";
5432        oss << left << setw(wRange) << ss.str();
5433        oss << formatBaselineParams(params, fixed, rms, 0, masklist, whichrow, false, csvformat, i*nParam, nParam, true);
[2644]5434        //oss << endl;
[2641]5435      }
[2012]5436    }
[2064]5437
[2641]5438    oss << formatBaselineParamsFooter(rms, nClipped, verbose, csvformat);
[2064]5439
5440    return String(oss);
[2012]5441  }
5442
5443}
5444
[2047]5445bool Scantable::hasSameNchanOverIFs()
[2012]5446{
[2047]5447  int nIF = nif(-1);
5448  int nCh;
5449  int totalPositiveNChan = 0;
5450  int nPositiveNChan = 0;
[2012]5451
[2047]5452  for (int i = 0; i < nIF; ++i) {
5453    nCh = nchan(i);
5454    if (nCh > 0) {
5455      totalPositiveNChan += nCh;
5456      nPositiveNChan++;
[2012]5457    }
5458  }
5459
[2047]5460  return (totalPositiveNChan == (nPositiveNChan * nchan(0)));
[2012]5461}
5462
[2047]5463std::string Scantable::getMaskRangeList(const std::vector<bool>& mask, int whichrow, const casa::String& coordInfo, bool hasSameNchan, bool verbose)
[2012]5464{
[2427]5465  if (mask.size() <= 0) {
5466    throw(AipsError("The mask elements should be > 0"));
[2012]5467  }
[2047]5468  int IF = getIF(whichrow);
5469  if (mask.size() != (uInt)nchan(IF)) {
[2012]5470    throw(AipsError("Number of channels in scantable != number of mask elements"));
5471  }
5472
[2047]5473  if (verbose) {
[2012]5474    LogIO logOs(LogOrigin("Scantable", "getMaskRangeList()", WHERE));
5475    logOs << LogIO::WARN << "The current mask window unit is " << coordInfo;
5476    if (!hasSameNchan) {
[2047]5477      logOs << endl << "This mask is only valid for IF=" << IF;
[2012]5478    }
5479    logOs << LogIO::POST;
5480  }
5481
5482  std::vector<double> abcissa = getAbcissa(whichrow);
[2047]5483  std::vector<int> edge = getMaskEdgeIndices(mask);
5484
[2012]5485  ostringstream oss;
5486  oss.setf(ios::fixed);
5487  oss << setprecision(1) << "[";
[2047]5488  for (uInt i = 0; i < edge.size(); i+=2) {
[2012]5489    if (i > 0) oss << ",";
[2047]5490    oss << "[" << (float)abcissa[edge[i]] << "," << (float)abcissa[edge[i+1]] << "]";
[2012]5491  }
5492  oss << "]" << flush;
5493
5494  return String(oss);
5495}
5496
[2047]5497std::vector<int> Scantable::getMaskEdgeIndices(const std::vector<bool>& mask)
[2012]5498{
[2427]5499  if (mask.size() <= 0) {
5500    throw(AipsError("The mask elements should be > 0"));
[2012]5501  }
5502
[2047]5503  std::vector<int> out, startIndices, endIndices;
5504  int maskSize = mask.size();
[2012]5505
[2047]5506  startIndices.clear();
5507  endIndices.clear();
5508
5509  if (mask[0]) {
5510    startIndices.push_back(0);
[2012]5511  }
[2047]5512  for (int i = 1; i < maskSize; ++i) {
5513    if ((!mask[i-1]) && mask[i]) {
5514      startIndices.push_back(i);
5515    } else if (mask[i-1] && (!mask[i])) {
5516      endIndices.push_back(i-1);
5517    }
[2012]5518  }
[2047]5519  if (mask[maskSize-1]) {
5520    endIndices.push_back(maskSize-1);
5521  }
[2012]5522
[2047]5523  if (startIndices.size() != endIndices.size()) {
5524    throw(AipsError("Inconsistent Mask Size: bad data?"));
5525  }
5526  for (uInt i = 0; i < startIndices.size(); ++i) {
5527    if (startIndices[i] > endIndices[i]) {
5528      throw(AipsError("Mask start index > mask end index"));
[2012]5529    }
5530  }
5531
[2047]5532  out.clear();
5533  for (uInt i = 0; i < startIndices.size(); ++i) {
5534    out.push_back(startIndices[i]);
5535    out.push_back(endIndices[i]);
5536  }
5537
[2012]5538  return out;
5539}
5540
[2791]5541void Scantable::setTsys(const std::vector<float>& newvals, int whichrow) {
5542  Vector<Float> tsys(newvals);
5543  if (whichrow > -1) {
5544    if (tsysCol_.shape(whichrow) != tsys.shape())
5545      throw(AipsError("Given Tsys values are not of the same shape"));
5546    tsysCol_.put(whichrow, tsys);
5547  } else {
5548    tsysCol_.fillColumn(tsys);
5549  }
5550}
5551
[2161]5552vector<float> Scantable::getTsysSpectrum( int whichrow ) const
5553{
5554  Vector<Float> tsys( tsysCol_(whichrow) ) ;
5555  vector<float> stlTsys ;
5556  tsys.tovector( stlTsys ) ;
5557  return stlTsys ;
5558}
[2012]5559
[2591]5560vector<uint> Scantable::getMoleculeIdColumnData() const
5561{
5562  Vector<uInt> molIds(mmolidCol_.getColumn());
5563  vector<uint> res;
5564  molIds.tovector(res);
5565  return res;
5566}
[2012]5567
[2591]5568void Scantable::setMoleculeIdColumnData(const std::vector<uint>& molids)
5569{
5570  Vector<uInt> molIds(molids);
5571  Vector<uInt> arr(mmolidCol_.getColumn());
5572  if ( molIds.nelements() != arr.nelements() )
5573    throw AipsError("The input data size must be the number of rows.");
5574  mmolidCol_.putColumn(molIds);
[1907]5575}
[2591]5576
5577
[2888]5578std::vector<uint> Scantable::getRootTableRowNumbers() const
5579{
5580  Vector<uInt> rowIds(table_.rowNumbers());
5581  vector<uint> res;
5582  rowIds.tovector(res);
5583  return res;
5584}
5585
5586
[2789]5587void Scantable::dropXPol()
5588{
5589  if (npol() <= 2) {
5590    return;
5591  }
5592  if (!selector_.empty()) {
5593    throw AipsError("Can only operate with empty selection");
5594  }
5595  std::string taql = "SELECT FROM $1 WHERE POLNO IN [0,1]";
5596  Table tab = tableCommand(taql, table_);
5597  table_ = tab;
5598  table_.rwKeywordSet().define("nPol", Int(2));
5599  originalTable_ = table_;
5600  attach();
[2591]5601}
[2789]5602
5603}
[1819]5604//namespace asap
Note: See TracBrowser for help on using the repository browser.