source: branches/asap-3.x/python/__init__.py@ 2216

Last change on this file since 2216 was 1745, checked in by Malte Marquarding, 15 years ago

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[100]1"""
2This is the ATNF Single Dish Analysis package.
3
4"""
[1080]5import os,sys,shutil, platform
[1691]6try:
7 from functools import wraps as wraps_dec
8except ImportError:
9 from asap.compatibility import wraps as wraps_dec
[226]10
[1080]11# Set up AIPSPATH and first time use of asap i.e. ~/.asap/*
12plf = None
13if sys.platform == "linux2":
14 if platform.architecture()[0] == '64bit':
15 plf = 'linux_64b'
16 else:
17 plf = 'linux_gnu'
18elif sys.platform == 'darwin':
19 plf = 'darwin'
20else:
21 # Shouldn't happen - default to linux
22 plf = 'linux'
23asapdata = __path__[-1]
[1171]24# Allow user defined data location
25if os.environ.has_key("ASAPDATA"):
26 if os.path.exists(os.environ["ASAPDATA"]):
27 asapdata = os.environ["ASAPDATA"]
[1371]28# use AIPSPATH if defined and "data" dir present
29if not os.environ.has_key("AIPSPATH") or \
30 not os.path.exists(os.environ["AIPSPATH"].split()[0]+"/data"):
[1316]31 os.environ["AIPSPATH"] = "%s %s somwhere" % ( asapdata, plf)
[1171]32# set up user space
[1080]33userdir = os.environ["HOME"]+"/.asap"
34if not os.path.exists(userdir):
35 print 'First time ASAP use. Setting up ~/.asap'
36 os.mkdir(userdir)
37 shutil.copyfile(asapdata+"/data/ipythonrc-asap", userdir+"/ipythonrc-asap")
[1588]38 shutil.copyfile(asapdata+"/data/ipy_user_conf.py",
[1434]39 userdir+"/ipy_user_conf.py")
[1080]40 f = file(userdir+"/asapuserfuncs.py", "w")
41 f.close()
42 f = file(userdir+"/ipythonrc", "w")
43 f.close()
[1472]44else:
45 # upgrade to support later ipython versions
46 if not os.path.exists(userdir+"/ipy_user_conf.py"):
[1588]47 shutil.copyfile(asapdata+"/data/ipy_user_conf.py",
[1472]48 userdir+"/ipy_user_conf.py")
49
[1171]50# remove from namespace
[1080]51del asapdata, userdir, shutil, platform
52
[513]53def _validate_bool(b):
[226]54 'Convert b to a boolean or raise'
55 bl = b.lower()
56 if bl in ('f', 'no', 'false', '0', 0): return False
57 elif bl in ('t', 'yes', 'true', '1', 1): return True
58 else:
59 raise ValueError('Could not convert "%s" to boolean' % b)
60
[513]61def _validate_int(s):
[226]62 'convert s to int or raise'
63 try: return int(s)
64 except ValueError:
65 raise ValueError('Could not convert "%s" to int' % s)
66
[513]67def _asap_fname():
[226]68 """
69 Return the path to the rc file
70
71 Search order:
72
73 * current working dir
74 * environ var ASAPRC
[274]75 * HOME/.asaprc
[706]76
[226]77 """
78 fname = os.path.join( os.getcwd(), '.asaprc')
79 if os.path.exists(fname): return fname
80
81 if os.environ.has_key('ASAPRC'):
82 path = os.environ['ASAPRC']
83 if os.path.exists(path):
84 fname = os.path.join(path, '.asaprc')
85 if os.path.exists(fname):
86 return fname
87
88 if os.environ.has_key('HOME'):
89 home = os.environ['HOME']
90 fname = os.path.join(home, '.asaprc')
91 if os.path.exists(fname):
92 return fname
93 return None
94
[706]95
[226]96defaultParams = {
97 # general
[513]98 'verbose' : [True, _validate_bool],
99 'useplotter' : [True, _validate_bool],
[542]100 'insitu' : [True, _validate_bool],
[706]101
[226]102 # plotting
[706]103 'plotter.gui' : [True, _validate_bool],
[226]104 'plotter.stacking' : ['p', str],
105 'plotter.panelling' : ['s', str],
[700]106 'plotter.colours' : ['', str],
107 'plotter.linestyles' : ['', str],
[710]108 'plotter.decimate' : [False, _validate_bool],
109 'plotter.ganged' : [True, _validate_bool],
[1022]110 'plotter.histogram' : [False, _validate_bool],
[1097]111 'plotter.papertype' : ['A4', str],
[1560]112 'plotter.axesformatting' : ['mpl', str],
[710]113
[226]114 # scantable
115 'scantable.save' : ['ASAP', str],
[513]116 'scantable.autoaverage' : [True, _validate_bool],
[226]117 'scantable.freqframe' : ['LSRK', str], #default frequency frame
[1076]118 'scantable.verbosesummary' : [False, _validate_bool],
[1422]119 'scantable.storage' : ['memory', str],
[1504]120 'scantable.history' : [True, _validate_bool],
[1586]121 'scantable.reference' : ['.*(e|w|_R)$', str],
122 'scantable.parallactify' : [False, _validate_bool]
[226]123 # fitter
124 }
125
[255]126def list_rcparameters():
[706]127
[255]128 print """
[737]129# general
130# print verbose output
131verbose : True
[255]132
[737]133# preload a default plotter
134useplotter : True
[255]135
[737]136# apply operations on the input scantable or return new one
137insitu : True
[706]138
[737]139# plotting
[710]140
[737]141# do we want a GUI or plot to a file
142plotter.gui : True
[710]143
[737]144# default mode for colour stacking
145plotter.stacking : Pol
[255]146
[737]147# default mode for panelling
148plotter.panelling : scan
[255]149
[1560]150# push panels together, to share axis labels
[737]151plotter.ganged : True
[710]152
[1513]153# decimate the number of points plotted by a factor of
[737]154# nchan/1024
155plotter.decimate : False
[733]156
[737]157# default colours/linestyles
158plotter.colours :
159plotter.linestyles :
[700]160
[1022]161# enable/disable histogram plotting
162plotter.histogram : False
163
[1097]164# ps paper type
165plotter.papertype : A4
166
[1513]167# The formatting style of the xaxis
[1560]168plotter.axesformatting : 'mpl' (default) or 'asap' (for old versions of matplotlib)
[1513]169
[737]170# scantable
[1076]171
[1259]172# default storage of scantable ('memory'/'disk')
[1076]173scantable.storage : memory
[1422]174
175# write history of each call to scantable
176scantable.history : True
177
[737]178# default ouput format when saving
179scantable.save : ASAP
[1422]180
[737]181# auto averaging on read
182scantable.autoaverage : True
[255]183
[737]184# default frequency frame to set when function
[1097]185# scantable.set_freqframe is called
[737]186scantable.freqframe : LSRK
[255]187
[737]188# Control the level of information printed by summary
189scantable.verbosesummary : False
[706]190
[1504]191# Control the identification of reference (off) scans
192# This is has to be a regular expression
[1595]193scantable.reference : .*(e|w|_R)$
[1560]194
[1595]195# Indicate whether the data was parallactified (total phase offest == 0.0)
196scantable.parallactify : False
197
[737]198# Fitter
199"""
[706]200
[226]201def rc_params():
202 'Return the default params updated from the values in the rc file'
[706]203
[513]204 fname = _asap_fname()
[706]205
[226]206 if fname is None or not os.path.exists(fname):
207 message = 'could not find rc file; returning defaults'
208 ret = dict([ (key, tup[0]) for key, tup in defaultParams.items()])
209 #print message
210 return ret
[706]211
[226]212 cnt = 0
213 for line in file(fname):
214 cnt +=1
215 line = line.strip()
216 if not len(line): continue
217 if line.startswith('#'): continue
218 tup = line.split(':',1)
219 if len(tup) !=2:
220 print ('Illegal line #%d\n\t%s\n\tin file "%s"' % (cnt, line, fname))
221 continue
[706]222
[226]223 key, val = tup
224 key = key.strip()
225 if not defaultParams.has_key(key):
226 print ('Bad key "%s" on line %d in %s' % (key, cnt, fname))
227 continue
[706]228
[226]229 default, converter = defaultParams[key]
230
231 ind = val.find('#')
232 if ind>=0: val = val[:ind] # ignore trailing comments
233 val = val.strip()
234 try: cval = converter(val) # try to convert to proper type or raise
[1080]235 except ValueError, msg:
[226]236 print ('Bad val "%s" on line #%d\n\t"%s"\n\tin file "%s"\n\t%s' % (val, cnt, line, fname, msg))
237 continue
238 else:
239 # Alles Klar, update dict
240 defaultParams[key][0] = cval
241
242 # strip the conveter funcs and return
243 ret = dict([ (key, tup[0]) for key, tup in defaultParams.items()])
[466]244 print ('loaded rc file %s'%fname)
[226]245
246 return ret
247
248
249# this is the instance used by the asap classes
[706]250rcParams = rc_params()
[226]251
252rcParamsDefault = dict(rcParams.items()) # a copy
253
254def rc(group, **kwargs):
255 """
256 Set the current rc params. Group is the grouping for the rc, eg
[379]257 for scantable.save the group is 'scantable', for plotter.stacking, the
258 group is 'plotter', and so on. kwargs is a list of attribute
[226]259 name/value pairs, eg
260
[379]261 rc('scantable', save='SDFITS')
[226]262
263 sets the current rc params and is equivalent to
[706]264
[379]265 rcParams['scantable.save'] = 'SDFITS'
[226]266
267 Use rcdefaults to restore the default rc params after changes.
268 """
269
[379]270 aliases = {}
[706]271
[226]272 for k,v in kwargs.items():
273 name = aliases.get(k) or k
[1422]274 if len(group):
275 key = '%s.%s' % (group, name)
276 else:
277 key = name
[226]278 if not rcParams.has_key(key):
279 raise KeyError('Unrecognized key "%s" for group "%s" and name "%s"' % (key, group, name))
[706]280
[226]281 rcParams[key] = v
282
283
284def rcdefaults():
285 """
286 Restore the default rc params - the ones that were created at
287 asap load time
288 """
289 rcParams.update(rcParamsDefault)
290
[1295]291def _n_bools(n, val):
[1588]292 return [ val for i in xrange(n) ]
[513]293
294def _is_sequence_or_number(param, ptype=int):
295 if isinstance(param,tuple) or isinstance(param,list):
[928]296 if len(param) == 0: return True # empty list
[513]297 out = True
298 for p in param:
299 out &= isinstance(p,ptype)
300 return out
301 elif isinstance(param, ptype):
302 return True
303 return False
304
[928]305def _to_list(param, ptype=int):
306 if isinstance(param, ptype):
307 if ptype is str: return param.split()
308 else: return [param]
309 if _is_sequence_or_number(param, ptype):
310 return param
311 return None
[715]312
[944]313def unique(x):
[992]314 """
315 Return the unique values in a list
316 Parameters:
317 x: the list to reduce
318 Examples:
319 x = [1,2,3,3,4]
320 print unique(x)
321 [1,2,3,4]
322 """
[944]323 return dict([ (val, 1) for val in x]).keys()
324
[992]325def list_files(path=".",suffix="rpf"):
326 """
327 Return a list files readable by asap, such as rpf, sdfits, mbf, asap
328 Parameters:
329 path: The directory to list (default '.')
330 suffix: The file extension (default rpf)
331 Example:
332 files = list_files("data/","sdfits")
333 print files
334 ['data/2001-09-01_0332_P363.sdfits',
335 'data/2003-04-04_131152_t0002.sdfits',
336 'data/Sgr_86p262_best_SPC.sdfits']
337 """
338 if not os.path.isdir(path):
339 return None
[1295]340 valid = "rpf rpf.1 rpf.2 sdf sdfits mbf asap".split()
[992]341 if not suffix in valid:
342 return None
343 files = [os.path.expanduser(os.path.expandvars(path+"/"+f)) for f in os.listdir(path)]
344 return filter(lambda x: x.endswith(suffix),files)
345
[715]346# workaround for ipython, which redirects this if banner=0 in ipythonrc
347sys.stdout = sys.__stdout__
348sys.stderr = sys.__stderr__
349
350# Logging
351from asap._asap import Log as _asaplog
352global asaplog
[710]353asaplog=_asaplog()
[715]354if rcParams['verbose']:
355 asaplog.enable()
356else:
357 asaplog.disable()
358
[1589]359
360def print_log_dec(f):
[1691]361 @wraps_dec(f)
[1589]362 def wrap_it(*args, **kw):
363 val = f(*args, **kw)
364 print_log()
365 return val
366 return wrap_it
367
[715]368def print_log():
[1589]369 log = asaplog.pop().strip()
[715]370 if len(log) and rcParams['verbose']: print log
371 return
372
[1295]373def mask_and(a, b):
374 assert(len(a)==len(b))
375 return [ a[i] & b[i] for i in xrange(len(a)) ]
[1134]376
[1295]377def mask_or(a, b):
378 assert(len(a)==len(b))
379 return [ a[i] | b[i] for i in xrange(len(a)) ]
380
381def mask_not(a):
382 return [ not i for i in a ]
383
[1117]384from asapfitter import fitter
[895]385from asapreader import reader
[944]386from selector import selector
[710]387
[100]388from asapmath import *
[1080]389from scantable import scantable
[1097]390from asaplinefind import linefinder
[1645]391from simplelinefinder import simplelinefinder
[1134]392from linecatalog import linecatalog
[1689]393from opacity import skydip
[1725]394from opacity import model as opacity_model
[285]395
[928]396if rcParams['useplotter']:
[1295]397 try:
[1423]398 from asapplotter import asapplotter
399 gui = os.environ.has_key('DISPLAY') and rcParams['plotter.gui']
400 if gui:
[1422]401 import matplotlib
402 matplotlib.use("TkAgg")
[1691]403 from matplotlib import pylab
[1422]404 xyplotter = pylab
[1423]405 plotter = asapplotter(gui)
406 del gui
[1295]407 except ImportError:
[1423]408 print "Matplotlib not installed. No plotting available"
[285]409
[574]410__date__ = '$Date: 2010-05-06 00:50:51 +0000 (Thu, 06 May 2010) $'.split()[1]
[1745]411__version__ = '3.0.0'
[100]412
[1193]413def is_ipython():
[1725]414 return 'IPython' in sys.modules.keys()
[1589]415
[1193]416if is_ipython():
[1014]417 def version(): print "ASAP %s(%s)"% (__version__, __date__)
[1588]418
419 def list_scans(t = scantable):
[1560]420 import inspect
421 print "The user created scantables are: ",
422 globs=inspect.currentframe().f_back.f_locals.copy()
423 out = [ k for k,v in globs.iteritems() \
424 if isinstance(v, scantable) and not k.startswith("_") ]
425 print out
426 return out
[100]427
[715]428 def commands():
429 x = """
[113]430 [The scan container]
431 scantable - a container for integrations/scans
[182]432 (can open asap/rpfits/sdfits and ms files)
[113]433 copy - returns a copy of a scan
434 get_scan - gets a specific scan out of a scantable
[984]435 (by name or number)
[1093]436 drop_scan - drops a specific scan out of a scantable
437 (by number)
[984]438 set_selection - set a new subselection of the data
439 get_selection - get the current selection object
[113]440 summary - print info about the scantable contents
[182]441 stats - get specified statistic of the spectra in
442 the scantable
443 stddev - get the standard deviation of the spectra
444 in the scantable
[113]445 get_tsys - get the TSys
446 get_time - get the timestamps of the integrations
[1351]447 get_inttime - get the integration time
[733]448 get_sourcename - get the source names of the scans
[794]449 get_azimuth - get the azimuth of the scans
450 get_elevation - get the elevation of the scans
451 get_parangle - get the parallactic angle of the scans
[1697]452 get_coordinate - get the spectral coordinate for the given row,
453 which can be used for coordinate conversions
[1739]454 get_weather - get the weather condition parameters
[876]455 get_unit - get the current unit
[513]456 set_unit - set the abcissa unit to be used from this
457 point on
[255]458 get_abcissa - get the abcissa values and name for a given
459 row (time)
[1259]460 get_column_names - get the names of the columns in the scantable
461 for use with selector.set_query
[113]462 set_freqframe - set the frame info for the Spectral Axis
463 (e.g. 'LSRK')
[276]464 set_doppler - set the doppler to be used from this point on
[984]465 set_dirframe - set the frame for the direction on the sky
[240]466 set_instrument - set the instrument name
[1190]467 set_feedtype - set the feed type
[255]468 get_fluxunit - get the brightness flux unit
[240]469 set_fluxunit - set the brightness flux unit
[1508]470 set_sourcetype - set the type of the source - source or reference
[188]471 create_mask - return an mask in the current unit
472 for the given region. The specified regions
473 are NOT masked
[255]474 get_restfreqs - get the current list of rest frequencies
475 set_restfreqs - set a list of rest frequencies
[1471]476 shift_refpix - shift the reference pixel of the IFs
477 set_spectrum - overwrite the spectrum for a given row
478 get_spectrum - retrieve the spectrum for a given
479 get_mask - retrieve the mask for a given
[1012]480 flag - flag selected channels in the data
[1192]481 lag_flag - flag specified frequency in the data
[1151]482 save - save the scantable to disk as either 'ASAP',
483 'SDFITS' or 'ASCII'
[486]484 nbeam,nif,nchan,npol - the number of beams/IFs/Pols/Chans
[733]485 nscan - the number of scans in the scantable
[1422]486 nrow - the number of spectra in the scantable
[486]487 history - print the history of the scantable
[530]488 get_fit - get a fit which has been stored witnh the data
[706]489 average_time - return the (weighted) time average of a scan
[513]490 or a list of scans
491 average_pol - average the polarisations together.
[1144]492 average_beam - average the beams together.
[992]493 convert_pol - convert to a different polarisation type
[690]494 auto_quotient - return the on/off quotient with
[1069]495 automatic detection of the on/off scans (closest
496 in time off is selected)
[1144]497 mx_quotient - Form a quotient using MX data (off beams)
[1014]498 scale, *, / - return a scan scaled by a given factor
[1560]499 add, + - return a scan with given value added
500 sub, - - return a scan with given value subtracted
[513]501 bin - return a scan with binned channels
502 resample - return a scan with resampled channels
503 smooth - return the spectrally smoothed scan
504 poly_baseline - fit a polynomial baseline to all Beams/IFs/Pols
[706]505 auto_poly_baseline - automatically fit a polynomial baseline
[780]506 recalc_azel - recalculate azimuth and elevation based on
507 the pointing
[513]508 gain_el - apply gain-elevation correction
509 opacity - apply opacity correction
510 convert_flux - convert to and from Jy and Kelvin brightness
[255]511 units
[513]512 freq_align - align spectra in frequency frame
[1014]513 invert_phase - Invert the phase of the cross-correlation
[1351]514 swap_linears - Swap XX and YY (or RR LL)
[513]515 rotate_xyphase - rotate XY phase of cross correlation
516 rotate_linpolphase - rotate the phase of the complex
517 polarization O=Q+iU correlation
[733]518 freq_switch - perform frequency switching on the data
519 stats - Determine the specified statistic, e.g. 'min'
520 'max', 'rms' etc.
521 stddev - Determine the standard deviation of the current
522 beam/if/pol
[1588]523 get_row_selector - get the selection object for a specified row
524 number
[1014]525 [Selection]
526 selector - a selection object to set a subset of a scantable
527 set_scans - set (a list of) scans by index
528 set_cycles - set (a list of) cycles by index
529 set_beams - set (a list of) beamss by index
530 set_ifs - set (a list of) ifs by index
531 set_polarisations - set (a list of) polarisations by name
532 or by index
533 set_names - set a selection by name (wildcards allowed)
534 set_tsys - set a selection by tsys thresholds
[1259]535 set_query - set a selection by SQL-like query, e.g. BEAMNO==1
[1351]536 ( also get_ functions for all these )
[1014]537 reset - unset all selections
[1351]538 + - merge two selections
[733]539
[513]540 [Math] Mainly functions which operate on more than one scantable
[100]541
[706]542 average_time - return the (weighted) time average
[513]543 of a list of scans
544 quotient - return the on/off quotient
545 simple_math - simple mathematical operations on two scantables,
546 'add', 'sub', 'mul', 'div'
[1069]547 quotient - build quotient of the given on and off scans
[1351]548 (matched pairs and 1 off - n on are valid)
[1117]549 merge - merge a list of scantables
[1069]550
[1151]551 [Line Catalog]
552 linecatalog - a linecatalog wrapper, taking an ASCII or
553 internal format table
554 summary - print a summary of the current selection
555 set_name - select a subset by name pattern, e.g. '*OH*'
556 set_strength_limits - select a subset by line strength limits
557 set_frequency_limits - select a subset by frequency limits
558 reset - unset all selections
559 save - save the current subset to a table (internal
560 format)
561 get_row - get the name and frequency from a specific
562 row in the table
[513]563 [Fitting]
[113]564 fitter
565 auto_fit - return a scan where the function is
566 applied to all Beams/IFs/Pols.
567 commit - return a new scan where the fits have been
568 commited.
569 fit - execute the actual fitting process
[984]570 store_fit - store the fit parameters in the data (scantable)
[113]571 get_chi2 - get the Chi^2
572 set_scan - set the scantable to be fit
573 set_function - set the fitting function
574 set_parameters - set the parameters for the function(s), and
575 set if they should be held fixed during fitting
[513]576 set_gauss_parameters - same as above but specialised for individual
577 gaussian components
[113]578 get_parameters - get the fitted parameters
[513]579 plot - plot the resulting fit and/or components and
580 residual
[210]581 [Plotter]
582 asapplotter - a plotter for asap, default plotter is
583 called 'plotter'
[984]584 plot - plot a scantable
[1151]585 plot_lines - plot a linecatalog overlay
[1697]586 plotazel - plot azimuth and elevation versus time
587 plotpointing - plot telescope pointings
[378]588 save - save the plot to a file ('png' ,'ps' or 'eps')
[210]589 set_mode - set the state of the plotter, i.e.
590 what is to be plotted 'colour stacked'
591 and what 'panelled'
[984]592 set_selection - only plot a selected part of the data
[733]593 set_range - set a 'zoom' window [xmin,xmax,ymin,ymax]
[255]594 set_legend - specify user labels for the legend indeces
595 set_title - specify user labels for the panel indeces
[733]596 set_abcissa - specify a user label for the abcissa
[255]597 set_ordinate - specify a user label for the ordinate
[378]598 set_layout - specify the multi-panel layout (rows,cols)
[733]599 set_colors - specify a set of colours to use
600 set_linestyles - specify a set of linestyles to use if only
601 using one color
[1151]602 set_font - set general font properties, e.g. 'family'
[1054]603 set_histogram - plot in historam style
[733]604 set_mask - set a plotting mask for a specific polarization
[1171]605 text - draw text annotations either in data or relative
606 coordinates
607 arrow - draw arrow annotations either in data or relative
608 coordinates
609 axhline,axvline - draw horizontal/vertical lines
610 axhspan,axvspan - draw horizontal/vertical regions
[1560]611 annotate - draw an arrow with label
612 create_mask - create a scnatble mask interactively
[1175]613
614 xyplotter - matplotlib/pylab plotting functions
615
[113]616 [General]
617 commands - this command
618 print - print details about a variable
[1560]619 list_scans - list all scantables created by the user
[992]620 list_files - list all files readable by asap (default rpf)
[113]621 del - delete the given variable from memory
622 range - create a list of values, e.g.
623 range(3) = [0,1,2], range(2,5) = [2,3,4]
624 help - print help for one of the listed functions
625 execfile - execute an asap script, e.g. execfile('myscript')
[255]626 list_rcparameters - print out a list of possible values to be
[274]627 put into $HOME/.asaprc
[1171]628 rc - set rc parameters from within asap
[466]629 mask_and,mask_or,
630 mask_not - boolean operations on masks created with
631 scantable.create_mask
[1697]632 skydip - gain opacity values from a sky dip observation
[1725]633 opacity_model - compute opacities fro given frequencies based on
634 atmospheric model
[706]635
[210]636 Note:
637 How to use this with help:
638 # function 'summary'
639 [xxx] is just a category
640 Every 'sub-level' in this list should be replaces by a '.' Period when
[706]641 using help
[210]642 Example:
643 ASAP> help scantable # to get info on ths scantable
644 ASAP> help scantable.summary # to get help on the scantable's
645 ASAP> help average_time
646
[715]647 """
[1151]648 if rcParams['verbose']:
649 try:
650 from IPython.genutils import page as pager
651 except ImportError:
652 from pydoc import pager
653 pager(x)
654 else:
655 print x
[715]656 return
[113]657
[706]658def welcome():
659 return """Welcome to ASAP v%s (%s) - the ATNF Spectral Analysis Package
[100]660
[1035]661Please report any bugs via:
[1378]662http://svn.atnf.csiro.au/trac/asap/simpleticket
[100]663
[378]664[IMPORTANT: ASAP is 0-based]
[706]665Type commands() to get a list of all available ASAP commands.""" % (__version__, __date__)
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