| 1 | from asap._asap import sdtable |
|---|
| 2 | from asap import rcParams |
|---|
| 3 | from numarray import ones,zeros |
|---|
| 4 | import sys |
|---|
| 5 | |
|---|
| 6 | class scantable(sdtable): |
|---|
| 7 | """ |
|---|
| 8 | The ASAP container for scans |
|---|
| 9 | """ |
|---|
| 10 | |
|---|
| 11 | def __init__(self, filename, unit=None): |
|---|
| 12 | """ |
|---|
| 13 | Create a scantable from a saved one or make a reference |
|---|
| 14 | Parameters: |
|---|
| 15 | filename: the name of an asap table on disk |
|---|
| 16 | or |
|---|
| 17 | the name of a rpfits/sdfits/ms file |
|---|
| 18 | (integrations within scans are auto averaged |
|---|
| 19 | and the whole file is read) |
|---|
| 20 | or |
|---|
| 21 | [advanced] a reference to an existing |
|---|
| 22 | scantable |
|---|
| 23 | unit: brightness unit; must be consistent with K or Jy. |
|---|
| 24 | Over-rides the default selected by the reader |
|---|
| 25 | (input rpfits/sdfits/ms) or replaces the value |
|---|
| 26 | in existing scantables |
|---|
| 27 | """ |
|---|
| 28 | self._vb = rcParams['verbose'] |
|---|
| 29 | self._p = None |
|---|
| 30 | from os import stat as st |
|---|
| 31 | import stat |
|---|
| 32 | if isinstance(filename,sdtable): |
|---|
| 33 | sdtable.__init__(self, filename) |
|---|
| 34 | if unit is not None: |
|---|
| 35 | self.set_fluxunit(unit) |
|---|
| 36 | else: |
|---|
| 37 | try: |
|---|
| 38 | mode = st(filename)[stat.ST_MODE] |
|---|
| 39 | except OSError: |
|---|
| 40 | print "File not found" |
|---|
| 41 | return |
|---|
| 42 | if stat.S_ISDIR(mode): |
|---|
| 43 | # crude check if asap table |
|---|
| 44 | if stat.S_ISREG(st(filename+'/table.info')[stat.ST_MODE]): |
|---|
| 45 | sdtable.__init__(self, filename) |
|---|
| 46 | if unit is not None: |
|---|
| 47 | self.set_fluxunit(unit) |
|---|
| 48 | else: |
|---|
| 49 | print 'The given file is not a valid asap table' |
|---|
| 50 | return |
|---|
| 51 | else: |
|---|
| 52 | autoav = rcParams['scantable.autoaverage'] |
|---|
| 53 | |
|---|
| 54 | from asap._asap import sdreader |
|---|
| 55 | ifSel = -1 |
|---|
| 56 | beamSel = -1 |
|---|
| 57 | r = sdreader(filename,ifSel,beamSel) |
|---|
| 58 | print 'Importing data...' |
|---|
| 59 | r.read([-1]) |
|---|
| 60 | tbl = r.getdata() |
|---|
| 61 | if unit is not None: |
|---|
| 62 | tbl.set_fluxunit(unit) |
|---|
| 63 | if autoav: |
|---|
| 64 | from asap._asap import average |
|---|
| 65 | tmp = tuple([tbl]) |
|---|
| 66 | print 'Auto averaging integrations...' |
|---|
| 67 | tbl2 = average(tmp,(),True,'none') |
|---|
| 68 | sdtable.__init__(self,tbl2) |
|---|
| 69 | del r,tbl |
|---|
| 70 | else: |
|---|
| 71 | sdtable.__init__(self,tbl) |
|---|
| 72 | |
|---|
| 73 | def save(self, name=None, format=None, overwrite=False): |
|---|
| 74 | """ |
|---|
| 75 | Store the scantable on disk. This can be an asap (aips++) Table, SDFITS, |
|---|
| 76 | Image FITS or MS2 format. |
|---|
| 77 | Parameters: |
|---|
| 78 | name: the name of the outputfile. For format="FITS" this |
|---|
| 79 | is the directory file name into which all the files will |
|---|
| 80 | be written (default is 'asap_FITS') |
|---|
| 81 | format: an optional file format. Default is ASAP. |
|---|
| 82 | Allowed are - 'ASAP' (save as ASAP [aips++] Table), |
|---|
| 83 | 'SDFITS' (save as SDFITS file) |
|---|
| 84 | 'FITS' (saves each row as a FITS Image) |
|---|
| 85 | 'ASCII' (saves as ascii text file) |
|---|
| 86 | 'MS2' (saves as an aips++ |
|---|
| 87 | MeasurementSet V2) |
|---|
| 88 | overwrite: if the file should be overwritten if it exists. |
|---|
| 89 | The default False is to return with warning |
|---|
| 90 | without writing the output |
|---|
| 91 | Example: |
|---|
| 92 | scan.save('myscan.asap') |
|---|
| 93 | scan.save('myscan.sdfits','SDFITS') |
|---|
| 94 | """ |
|---|
| 95 | if format is None: format = rcParams['scantable.save'] |
|---|
| 96 | suffix = '.'+format.lower() |
|---|
| 97 | if name is None or name =="": |
|---|
| 98 | name = 'scantable'+suffix |
|---|
| 99 | print "No filename given. Using default name %s..." % name |
|---|
| 100 | from os import path |
|---|
| 101 | if path.isfile(name) or path.isdir(name): |
|---|
| 102 | if not overwrite: |
|---|
| 103 | print "File %s already exists." % name |
|---|
| 104 | return |
|---|
| 105 | if format == 'ASAP': |
|---|
| 106 | self._save(name) |
|---|
| 107 | else: |
|---|
| 108 | from asap._asap import sdwriter as _sw |
|---|
| 109 | w = _sw(format) |
|---|
| 110 | w.write(self, name) |
|---|
| 111 | return |
|---|
| 112 | |
|---|
| 113 | def copy(self): |
|---|
| 114 | """ |
|---|
| 115 | Return a copy of this scantable. |
|---|
| 116 | Parameters: |
|---|
| 117 | none |
|---|
| 118 | Example: |
|---|
| 119 | copiedscan = scan.copy() |
|---|
| 120 | """ |
|---|
| 121 | sd = scantable(sdtable._copy(self)) |
|---|
| 122 | return sd |
|---|
| 123 | |
|---|
| 124 | def get_scan(self, scanid=None): |
|---|
| 125 | """ |
|---|
| 126 | Return a specific scan (by scanno) or collection of scans (by |
|---|
| 127 | source name) in a new scantable. |
|---|
| 128 | Parameters: |
|---|
| 129 | scanid: a scanno or a source name |
|---|
| 130 | Example: |
|---|
| 131 | scan.get_scan('323p459') |
|---|
| 132 | # gets all scans containing the source '323p459' |
|---|
| 133 | """ |
|---|
| 134 | if scanid is None: |
|---|
| 135 | print "Please specify a scan no or name to retrieve from the scantable" |
|---|
| 136 | try: |
|---|
| 137 | if type(scanid) is str: |
|---|
| 138 | s = sdtable._getsource(self,scanid) |
|---|
| 139 | return scantable(s) |
|---|
| 140 | elif type(scanid) is int: |
|---|
| 141 | s = sdtable._getscan(self,[scanid]) |
|---|
| 142 | return scantable(s) |
|---|
| 143 | elif type(scanid) is list: |
|---|
| 144 | s = sdtable._getscan(self,scanid) |
|---|
| 145 | return scantable(s) |
|---|
| 146 | else: |
|---|
| 147 | print "Illegal scanid type, use 'int' or 'list' if ints." |
|---|
| 148 | except RuntimeError: |
|---|
| 149 | print "Couldn't find any match." |
|---|
| 150 | |
|---|
| 151 | def __str__(self): |
|---|
| 152 | return sdtable._summary(self,True) |
|---|
| 153 | |
|---|
| 154 | def summary(self,filename=None, verbose=None): |
|---|
| 155 | """ |
|---|
| 156 | Print a summary of the contents of this scantable. |
|---|
| 157 | Parameters: |
|---|
| 158 | filename: the name of a file to write the putput to |
|---|
| 159 | Default - no file output |
|---|
| 160 | verbose: print extra info such as the frequency table |
|---|
| 161 | The default (False) is taken from .asaprc |
|---|
| 162 | """ |
|---|
| 163 | info = sdtable._summary(self, verbose) |
|---|
| 164 | if verbose is None: verbose = rcParams['scantable.verbosesummary'] |
|---|
| 165 | if filename is not None: |
|---|
| 166 | if filename is "": |
|---|
| 167 | filename = 'scantable_summary.txt' |
|---|
| 168 | data = open(filename, 'w') |
|---|
| 169 | data.write(info) |
|---|
| 170 | data.close() |
|---|
| 171 | print info |
|---|
| 172 | |
|---|
| 173 | def set_cursor(self, thebeam=0,theif=0,thepol=0): |
|---|
| 174 | """ |
|---|
| 175 | Set the spectrum for individual operations. |
|---|
| 176 | Parameters: |
|---|
| 177 | thebeam,theif,thepol: a number |
|---|
| 178 | Example: |
|---|
| 179 | scan.set_cursor(0,0,1) |
|---|
| 180 | pol1sig = scan.stats(all=False) # returns std dev for beam=0 |
|---|
| 181 | # if=0, pol=1 |
|---|
| 182 | """ |
|---|
| 183 | self.setbeam(thebeam) |
|---|
| 184 | self.setpol(thepol) |
|---|
| 185 | self.setif(theif) |
|---|
| 186 | return |
|---|
| 187 | |
|---|
| 188 | def get_cursor(self): |
|---|
| 189 | """ |
|---|
| 190 | Return/print a the current 'cursor' into the Beam/IF/Pol cube. |
|---|
| 191 | Parameters: |
|---|
| 192 | none |
|---|
| 193 | Returns: |
|---|
| 194 | a list of values (currentBeam,currentIF,currentPol) |
|---|
| 195 | Example: |
|---|
| 196 | none |
|---|
| 197 | """ |
|---|
| 198 | i = self.getbeam() |
|---|
| 199 | j = self.getif() |
|---|
| 200 | k = self.getpol() |
|---|
| 201 | if self._vb: |
|---|
| 202 | print "--------------------------------------------------" |
|---|
| 203 | print " Cursor position" |
|---|
| 204 | print "--------------------------------------------------" |
|---|
| 205 | out = 'Beam=%d IF=%d Pol=%d ' % (i,j,k) |
|---|
| 206 | print out |
|---|
| 207 | return i,j,k |
|---|
| 208 | |
|---|
| 209 | def stats(self, stat='stddev', mask=None, all=None): |
|---|
| 210 | """ |
|---|
| 211 | Determine the specified statistic of the current beam/if/pol |
|---|
| 212 | Takes a 'mask' as an optional parameter to specify which |
|---|
| 213 | channels should be excluded. |
|---|
| 214 | Parameters: |
|---|
| 215 | stat: 'min', 'max', 'sumsq', 'sum', 'mean' |
|---|
| 216 | 'var', 'stddev', 'avdev', 'rms', 'median' |
|---|
| 217 | mask: an optional mask specifying where the statistic |
|---|
| 218 | should be determined. |
|---|
| 219 | all: if true show all (default or .asaprc) rather |
|---|
| 220 | that the cursor selected spectrum of Beam/IF/Pol |
|---|
| 221 | |
|---|
| 222 | Example: |
|---|
| 223 | scan.set_unit('channel') |
|---|
| 224 | msk = scan.create_mask([100,200],[500,600]) |
|---|
| 225 | scan.stats(stat='mean', mask=m) |
|---|
| 226 | """ |
|---|
| 227 | if all is None: all = rcParams['scantable.allaxes'] |
|---|
| 228 | from asap._asap import stats as _stats |
|---|
| 229 | from numarray import array,zeros,Float |
|---|
| 230 | if mask == None: |
|---|
| 231 | mask = ones(self.nchan()) |
|---|
| 232 | axes = ['Beam','IF','Pol','Time'] |
|---|
| 233 | |
|---|
| 234 | if all: |
|---|
| 235 | n = self.nbeam()*self.nif()*self.npol()*self.nrow() |
|---|
| 236 | shp = [self.nbeam(),self.nif(),self.npol(),self.nrow()] |
|---|
| 237 | arr = array(zeros(n),shape=shp,type=Float) |
|---|
| 238 | |
|---|
| 239 | for i in range(self.nbeam()): |
|---|
| 240 | self.setbeam(i) |
|---|
| 241 | for j in range(self.nif()): |
|---|
| 242 | self.setif(j) |
|---|
| 243 | for k in range(self.npol()): |
|---|
| 244 | self.setpol(k) |
|---|
| 245 | arr[i,j,k,:] = _stats(self,mask,stat,-1) |
|---|
| 246 | retval = {'axes': axes, 'data': arr, 'cursor':None} |
|---|
| 247 | tm = [self._gettime(val) for val in range(self.nrow())] |
|---|
| 248 | if self._vb: |
|---|
| 249 | self._print_values(retval,stat,tm) |
|---|
| 250 | return retval |
|---|
| 251 | |
|---|
| 252 | else: |
|---|
| 253 | i,j,k = (self.getbeam(),self.getif(),self.getpol()) |
|---|
| 254 | statval = _stats(self,mask,stat,-1) |
|---|
| 255 | out = '' |
|---|
| 256 | for l in range(self.nrow()): |
|---|
| 257 | tm = self._gettime(l) |
|---|
| 258 | out += 'Time[%s]:\n' % (tm) |
|---|
| 259 | if self.nbeam() > 1: out += ' Beam[%d] ' % (i) |
|---|
| 260 | if self.nif() > 1: out += ' IF[%d] ' % (j) |
|---|
| 261 | if self.npol() > 1: out += ' Pol[%d] ' % (k) |
|---|
| 262 | out += '= %3.3f\n' % (statval[l]) |
|---|
| 263 | out += "--------------------------------------------------\n" |
|---|
| 264 | |
|---|
| 265 | if self._vb: |
|---|
| 266 | print "--------------------------------------------------" |
|---|
| 267 | print " ",stat |
|---|
| 268 | print "--------------------------------------------------" |
|---|
| 269 | print out |
|---|
| 270 | retval = {'axes': axes, 'data': array(statval), 'cursor':(i,j,k)} |
|---|
| 271 | return retval |
|---|
| 272 | |
|---|
| 273 | def stddev(self,mask=None, all=None): |
|---|
| 274 | """ |
|---|
| 275 | Determine the standard deviation of the current beam/if/pol |
|---|
| 276 | Takes a 'mask' as an optional parameter to specify which |
|---|
| 277 | channels should be excluded. |
|---|
| 278 | Parameters: |
|---|
| 279 | mask: an optional mask specifying where the standard |
|---|
| 280 | deviation should be determined. |
|---|
| 281 | all: optional flag to show all or a cursor selected |
|---|
| 282 | spectrum of Beam/IF/Pol. Default is all or taken |
|---|
| 283 | from .asaprc |
|---|
| 284 | |
|---|
| 285 | Example: |
|---|
| 286 | scan.set_unit('channel') |
|---|
| 287 | msk = scan.create_mask([100,200],[500,600]) |
|---|
| 288 | scan.stddev(mask=m) |
|---|
| 289 | """ |
|---|
| 290 | if all is None: all = rcParams['scantable.allaxes'] |
|---|
| 291 | return self.stats(stat='stddev',mask=mask, all=all); |
|---|
| 292 | |
|---|
| 293 | def get_tsys(self, all=None): |
|---|
| 294 | """ |
|---|
| 295 | Return the System temperatures. |
|---|
| 296 | Parameters: |
|---|
| 297 | all: optional parameter to get the Tsys values for all |
|---|
| 298 | Beams/IFs/Pols (default) or just the one selected |
|---|
| 299 | with scantable.set_cursor() |
|---|
| 300 | [True or False] |
|---|
| 301 | Returns: |
|---|
| 302 | a list of Tsys values. |
|---|
| 303 | """ |
|---|
| 304 | if all is None: all = rcParams['scantable.allaxes'] |
|---|
| 305 | from numarray import array,zeros,Float |
|---|
| 306 | axes = ['Beam','IF','Pol','Time'] |
|---|
| 307 | |
|---|
| 308 | if all: |
|---|
| 309 | n = self.nbeam()*self.nif()*self.npol()*self.nrow() |
|---|
| 310 | shp = [self.nbeam(),self.nif(),self.npol(),self.nrow()] |
|---|
| 311 | arr = array(zeros(n),shape=shp,type=Float) |
|---|
| 312 | |
|---|
| 313 | for i in range(self.nbeam()): |
|---|
| 314 | self.setbeam(i) |
|---|
| 315 | for j in range(self.nif()): |
|---|
| 316 | self.setif(j) |
|---|
| 317 | for k in range(self.npol()): |
|---|
| 318 | self.setpol(k) |
|---|
| 319 | arr[i,j,k,:] = self._gettsys() |
|---|
| 320 | retval = {'axes': axes, 'data': arr, 'cursor':None} |
|---|
| 321 | tm = [self._gettime(val) for val in range(self.nrow())] |
|---|
| 322 | if self._vb: |
|---|
| 323 | self._print_values(retval,'Tsys',tm) |
|---|
| 324 | return retval |
|---|
| 325 | |
|---|
| 326 | else: |
|---|
| 327 | i,j,k = (self.getbeam(),self.getif(),self.getpol()) |
|---|
| 328 | statval = self._gettsys() |
|---|
| 329 | out = '' |
|---|
| 330 | for l in range(self.nrow()): |
|---|
| 331 | tm = self._gettime(l) |
|---|
| 332 | out += 'Time[%s]:\n' % (tm) |
|---|
| 333 | if self.nbeam() > 1: out += ' Beam[%d] ' % (i) |
|---|
| 334 | if self.nif() > 1: out += ' IF[%d] ' % (j) |
|---|
| 335 | if self.npol() > 1: out += ' Pol[%d] ' % (k) |
|---|
| 336 | out += '= %3.3f\n' % (statval[l]) |
|---|
| 337 | out += "--------------------------------------------------\n" |
|---|
| 338 | |
|---|
| 339 | if self._vb: |
|---|
| 340 | print "--------------------------------------------------" |
|---|
| 341 | print " TSys" |
|---|
| 342 | print "--------------------------------------------------" |
|---|
| 343 | print out |
|---|
| 344 | retval = {'axes': axes, 'data': array(statval), 'cursor':(i,j,k)} |
|---|
| 345 | return retval |
|---|
| 346 | |
|---|
| 347 | def get_time(self): |
|---|
| 348 | """ |
|---|
| 349 | Get a list of time stamps for the observations. |
|---|
| 350 | Return a string for each integration in the scantable. |
|---|
| 351 | Parameters: |
|---|
| 352 | none |
|---|
| 353 | Example: |
|---|
| 354 | none |
|---|
| 355 | """ |
|---|
| 356 | out = [] |
|---|
| 357 | for i in range(self.nrow()): |
|---|
| 358 | out.append(self._gettime(i)) |
|---|
| 359 | return out |
|---|
| 360 | |
|---|
| 361 | def set_unit(self, unit='channel'): |
|---|
| 362 | """ |
|---|
| 363 | Set the unit for all following operations on this scantable |
|---|
| 364 | Parameters: |
|---|
| 365 | unit: optional unit, default is 'channel' |
|---|
| 366 | one of '*Hz','km/s','channel', '' |
|---|
| 367 | """ |
|---|
| 368 | |
|---|
| 369 | if unit in ['','pixel', 'channel']: |
|---|
| 370 | unit = '' |
|---|
| 371 | inf = list(self._getcoordinfo()) |
|---|
| 372 | inf[0] = unit |
|---|
| 373 | self._setcoordinfo(inf) |
|---|
| 374 | if self._p: self.plot() |
|---|
| 375 | |
|---|
| 376 | def set_instrument (self, instr): |
|---|
| 377 | """ |
|---|
| 378 | Set the instrument for subsequent processing |
|---|
| 379 | Parameters: |
|---|
| 380 | instr: Select from "ATPKSMB", "ATPKSHOH", "ATMOPRA", |
|---|
| 381 | "DSS-43" (Tid), "CEDUNA", and "HOBART" |
|---|
| 382 | """ |
|---|
| 383 | self._setInstrument(instr) |
|---|
| 384 | |
|---|
| 385 | def set_doppler(self, doppler='RADIO'): |
|---|
| 386 | """ |
|---|
| 387 | Set the doppler for all following operations on this scantable. |
|---|
| 388 | Parameters: |
|---|
| 389 | doppler: One of 'RADIO', 'OPTICAL', 'Z', 'BETA', 'GAMMA' |
|---|
| 390 | """ |
|---|
| 391 | |
|---|
| 392 | inf = list(self._getcoordinfo()) |
|---|
| 393 | inf[2] = doppler |
|---|
| 394 | self._setcoordinfo(inf) |
|---|
| 395 | if self._p: self.plot() |
|---|
| 396 | |
|---|
| 397 | def set_freqframe(self, frame=None): |
|---|
| 398 | """ |
|---|
| 399 | Set the frame type of the Spectral Axis. |
|---|
| 400 | Parameters: |
|---|
| 401 | frame: an optional frame type, default 'LSRK'. |
|---|
| 402 | Examples: |
|---|
| 403 | scan.set_freqframe('BARY') |
|---|
| 404 | """ |
|---|
| 405 | if not frame: frame = rcParams['scantable.freqframe'] |
|---|
| 406 | valid = ['REST','TOPO','LSRD','LSRK','BARY', \ |
|---|
| 407 | 'GEO','GALACTO','LGROUP','CMB'] |
|---|
| 408 | if frame in valid: |
|---|
| 409 | inf = list(self._getcoordinfo()) |
|---|
| 410 | inf[1] = frame |
|---|
| 411 | self._setcoordinfo(inf) |
|---|
| 412 | else: |
|---|
| 413 | print "Please specify a valid freq type. Valid types are:\n",valid |
|---|
| 414 | |
|---|
| 415 | def get_unit(self): |
|---|
| 416 | """ |
|---|
| 417 | Get the default unit set in this scantable |
|---|
| 418 | Parameters: |
|---|
| 419 | Returns: |
|---|
| 420 | A unit string |
|---|
| 421 | """ |
|---|
| 422 | inf = self._getcoordinfo() |
|---|
| 423 | unit = inf[0] |
|---|
| 424 | if unit == '': unit = 'channel' |
|---|
| 425 | return unit |
|---|
| 426 | |
|---|
| 427 | def get_abcissa(self, rowno=0): |
|---|
| 428 | """ |
|---|
| 429 | Get the abcissa in the current coordinate setup for the currently |
|---|
| 430 | selected Beam/IF/Pol |
|---|
| 431 | Parameters: |
|---|
| 432 | rowno: an optional row number in the scantable. Default is the |
|---|
| 433 | first row, i.e. rowno=0 |
|---|
| 434 | Returns: |
|---|
| 435 | The abcissa values and it's format string. |
|---|
| 436 | """ |
|---|
| 437 | abc = self._getabcissa(rowno) |
|---|
| 438 | lbl = self._getabcissalabel(rowno) |
|---|
| 439 | return abc, lbl |
|---|
| 440 | |
|---|
| 441 | def create_mask(self, *args, **kwargs): |
|---|
| 442 | """ |
|---|
| 443 | Compute and return a mask based on [min,max] windows. |
|---|
| 444 | The specified windows are to be INCLUDED, when the mask is |
|---|
| 445 | applied. |
|---|
| 446 | Parameters: |
|---|
| 447 | [min,max],[min2,max2],... |
|---|
| 448 | Pairs of start/end points specifying the regions |
|---|
| 449 | to be masked |
|---|
| 450 | invert: optional argument. If specified as True, |
|---|
| 451 | return an inverted mask, i.e. the regions |
|---|
| 452 | specified are EXCLUDED |
|---|
| 453 | Example: |
|---|
| 454 | scan.set_unit('channel') |
|---|
| 455 | |
|---|
| 456 | a) |
|---|
| 457 | msk = scan.set_mask([400,500],[800,900]) |
|---|
| 458 | # masks everything outside 400 and 500 |
|---|
| 459 | # and 800 and 900 in the unit 'channel' |
|---|
| 460 | |
|---|
| 461 | b) |
|---|
| 462 | msk = scan.set_mask([400,500],[800,900], invert=True) |
|---|
| 463 | # masks the regions between 400 and 500 |
|---|
| 464 | # and 800 and 900 in the unit 'channel' |
|---|
| 465 | |
|---|
| 466 | """ |
|---|
| 467 | u = self._getcoordinfo()[0] |
|---|
| 468 | if self._vb: |
|---|
| 469 | if u == "": u = "channel" |
|---|
| 470 | print "The current mask window unit is", u |
|---|
| 471 | n = self.nchan() |
|---|
| 472 | data = self._getabcissa() |
|---|
| 473 | msk = zeros(n) |
|---|
| 474 | for window in args: |
|---|
| 475 | if (len(window) != 2 or window[0] > window[1] ): |
|---|
| 476 | print "A window needs to be defined as [min,max]" |
|---|
| 477 | return |
|---|
| 478 | for i in range(n): |
|---|
| 479 | if data[i] >= window[0] and data[i] < window[1]: |
|---|
| 480 | msk[i] = 1 |
|---|
| 481 | if kwargs.has_key('invert'): |
|---|
| 482 | if kwargs.get('invert'): |
|---|
| 483 | from numarray import logical_not |
|---|
| 484 | msk = logical_not(msk) |
|---|
| 485 | return msk |
|---|
| 486 | |
|---|
| 487 | def set_restfreqs(self, freqs, unit='Hz'): |
|---|
| 488 | """ |
|---|
| 489 | Set the restfrequency(s) for this scantable. |
|---|
| 490 | Parameters: |
|---|
| 491 | freqs: one or more frequencies |
|---|
| 492 | unit: optional 'unit', default 'Hz' |
|---|
| 493 | Example: |
|---|
| 494 | scan.set_restfreqs([1000000000.0]) |
|---|
| 495 | """ |
|---|
| 496 | if type(freqs) is float or int: |
|---|
| 497 | freqs = (freqs) |
|---|
| 498 | sdtable._setrestfreqs(self,freqs, unit) |
|---|
| 499 | return |
|---|
| 500 | |
|---|
| 501 | def get_restfreqs(self): |
|---|
| 502 | """ |
|---|
| 503 | Get the restfrequency(s) stored in this scantable. |
|---|
| 504 | The return value(s) are always of unit 'Hz' |
|---|
| 505 | Parameters: |
|---|
| 506 | none |
|---|
| 507 | Returns: |
|---|
| 508 | a list of doubles |
|---|
| 509 | """ |
|---|
| 510 | return list(self._getrestfreqs()) |
|---|
| 511 | |
|---|
| 512 | def select_restfreq(self, freq, unit='Hz', source=None, theif=None): |
|---|
| 513 | """ |
|---|
| 514 | Select the restfrequency for the specified source and IF |
|---|
| 515 | Parameters: |
|---|
| 516 | source: Source name (blank means all) |
|---|
| 517 | theif: IF (-1 means all) |
|---|
| 518 | freq: rest frequency |
|---|
| 519 | unit: unit for rest frequency (default 'Hz') |
|---|
| 520 | Example: |
|---|
| 521 | scan.select_restfreq(freq=1.4e9, source='NGC253', theif=2) |
|---|
| 522 | """ |
|---|
| 523 | if source is None: |
|---|
| 524 | source = "" |
|---|
| 525 | if theif is None: |
|---|
| 526 | theif = -1 |
|---|
| 527 | sdtable._selectrestfreq(self, freq, unit, source, theif) |
|---|
| 528 | return |
|---|
| 529 | |
|---|
| 530 | |
|---|
| 531 | def flag_spectrum(self, thebeam, theif, thepol): |
|---|
| 532 | """ |
|---|
| 533 | This flags a selected spectrum in the scan 'for good'. |
|---|
| 534 | USE WITH CARE - not reversible. |
|---|
| 535 | Use masks for non-permanent exclusion of channels. |
|---|
| 536 | Parameters: |
|---|
| 537 | thebeam,theif,thepol: all have to be explicitly |
|---|
| 538 | specified |
|---|
| 539 | Example: |
|---|
| 540 | scan.flag_spectrum(0,0,1) |
|---|
| 541 | flags the spectrum for Beam=0, IF=0, Pol=1 |
|---|
| 542 | """ |
|---|
| 543 | if (thebeam < self.nbeam() and theif < self.nif() and thepol < self.npol()): |
|---|
| 544 | stable.setbeam(thebeam) |
|---|
| 545 | stable.setif(theif) |
|---|
| 546 | stable.setpol(thepol) |
|---|
| 547 | stable._flag(self) |
|---|
| 548 | else: |
|---|
| 549 | print "Please specify a valid (Beam/IF/Pol)" |
|---|
| 550 | return |
|---|
| 551 | |
|---|
| 552 | def plot(self, what='spectrum',col='Pol', panel=None): |
|---|
| 553 | """ |
|---|
| 554 | Plot the spectra contained in the scan. Alternatively you can also |
|---|
| 555 | Plot Tsys vs Time |
|---|
| 556 | Parameters: |
|---|
| 557 | what: a choice of 'spectrum' (default) or 'tsys' |
|---|
| 558 | col: which out of Beams/IFs/Pols should be colour stacked |
|---|
| 559 | panel: set up multiple panels, currently not working. |
|---|
| 560 | """ |
|---|
| 561 | print "Warning! Not fully functional. Use plotter.plot() instead" |
|---|
| 562 | |
|---|
| 563 | validcol = {'Beam':self.nbeam(),'IF':self.nif(),'Pol':self.npol()} |
|---|
| 564 | |
|---|
| 565 | validyax = ['spectrum','tsys'] |
|---|
| 566 | from asap.asaplot import ASAPlot |
|---|
| 567 | if not self._p: |
|---|
| 568 | self._p = ASAPlot() |
|---|
| 569 | #print "Plotting not enabled" |
|---|
| 570 | #return |
|---|
| 571 | if self._p.is_dead: |
|---|
| 572 | del self._p |
|---|
| 573 | self._p = ASAPlot() |
|---|
| 574 | npan = 1 |
|---|
| 575 | x = None |
|---|
| 576 | if what == 'tsys': |
|---|
| 577 | n = self.nrow() |
|---|
| 578 | if n < 2: |
|---|
| 579 | print "Only one integration. Can't plot." |
|---|
| 580 | return |
|---|
| 581 | self._p.hold() |
|---|
| 582 | self._p.clear() |
|---|
| 583 | if panel == 'Time': |
|---|
| 584 | npan = self.nrow() |
|---|
| 585 | self._p.set_panels(rows=npan) |
|---|
| 586 | xlab,ylab,tlab = None,None,None |
|---|
| 587 | self._vb = False |
|---|
| 588 | sel = self.get_cursor() |
|---|
| 589 | for i in range(npan): |
|---|
| 590 | if npan > 1: |
|---|
| 591 | self._p.subplot(i) |
|---|
| 592 | for j in range(validcol[col]): |
|---|
| 593 | x = None |
|---|
| 594 | y = None |
|---|
| 595 | m = None |
|---|
| 596 | tlab = self._getsourcename(i) |
|---|
| 597 | import re |
|---|
| 598 | tlab = re.sub('_S','',tlab) |
|---|
| 599 | if col == 'Beam': |
|---|
| 600 | self.setbeam(j) |
|---|
| 601 | elif col == 'IF': |
|---|
| 602 | self.setif(j) |
|---|
| 603 | elif col == 'Pol': |
|---|
| 604 | self.setpol(j) |
|---|
| 605 | if what == 'tsys': |
|---|
| 606 | x = range(self.nrow()) |
|---|
| 607 | xlab = 'Time [pixel]' |
|---|
| 608 | m = list(ones(len(x))) |
|---|
| 609 | y = [] |
|---|
| 610 | ylab = r'$T_{sys}$' |
|---|
| 611 | for k in range(len(x)): |
|---|
| 612 | y.append(self._gettsys(k)) |
|---|
| 613 | else: |
|---|
| 614 | x,xlab = self.get_abcissa(i) |
|---|
| 615 | y = self._getspectrum(i) |
|---|
| 616 | ylab = r'Flux' |
|---|
| 617 | m = self._getmask(i) |
|---|
| 618 | llab = col+' '+str(j) |
|---|
| 619 | self._p.set_line(label=llab) |
|---|
| 620 | self._p.plot(x,y,m) |
|---|
| 621 | self._p.set_axes('xlabel',xlab) |
|---|
| 622 | self._p.set_axes('ylabel',ylab) |
|---|
| 623 | self._p.set_axes('title',tlab) |
|---|
| 624 | self._p.release() |
|---|
| 625 | self.set_cursor(sel[0],sel[1],sel[2]) |
|---|
| 626 | self._vb = rcParams['verbose'] |
|---|
| 627 | return |
|---|
| 628 | |
|---|
| 629 | print out |
|---|
| 630 | |
|---|
| 631 | def _print_values(self, dat, label='', timestamps=[]): |
|---|
| 632 | d = dat['data'] |
|---|
| 633 | a = dat['axes'] |
|---|
| 634 | shp = d.getshape() |
|---|
| 635 | out = '' |
|---|
| 636 | for i in range(shp[3]): |
|---|
| 637 | out += '%s [%s]:\n' % (a[3],timestamps[i]) |
|---|
| 638 | t = d[:,:,:,i] |
|---|
| 639 | for j in range(shp[0]): |
|---|
| 640 | if shp[0] > 1: out += ' %s[%d] ' % (a[0],j) |
|---|
| 641 | for k in range(shp[1]): |
|---|
| 642 | if shp[1] > 1: out += ' %s[%d] ' % (a[1],k) |
|---|
| 643 | for l in range(shp[2]): |
|---|
| 644 | if shp[2] > 1: out += ' %s[%d] ' % (a[2],l) |
|---|
| 645 | out += '= %3.3f\n' % (t[j,k,l]) |
|---|
| 646 | out += "--------------------------------------------------\n" |
|---|
| 647 | print "--------------------------------------------------" |
|---|
| 648 | print " ", label |
|---|
| 649 | print "--------------------------------------------------" |
|---|
| 650 | print out |
|---|
