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from __future__ import division # confidence high
import os.path, string
import pywcs
import numpy as np
import pyfits
"""
WCS keywords:
'CD1_1', 'CD1_2', 'CD2_1', 'CD2_2',
'CRVAL*',
'CTYPE*',
'CRPIX*',
'CDELT*',
'CUNIT*',
'ORIENTAT'
'TDDALPHA', 'TDDBETA'
"""
# file operations
def archiveWCS(fname, ext, wcskey=" ", wcsname=" ", clobber=False):
"""
Copy the primary WCS to the hader as an alternate WCS
with wcskey and name WCSNAME. It loops over all extensions in 'ext'
Parameters
----------
fname: string or pyfits.HDUList
a file name or a file object
ext: an int, a tuple, a python list of integers or a python list of tuples (e.g.('sci',1))
fits extensions to work with
wcskey: string "A"-"Z" or " "
if " ": get next available key if wcsname is also " " or try
to get a key from WCSNAME value
wcsname: string
Name of alternate WCS description
clobber: boolean
if Ture - overwrites a WCS with the same key
See Also
--------
wcsutils.restoreWCS: Copy an alternate WCS to the primary WCS
"""
if isinstance(fname, str):
f = pyfits.open(fname, mode='update')
else:
f = fname
if not parpasscheck(f, ext, wcskey, wcsname):
closefobj(fname, f)
return
if isinstance(ext, int) or isinstance(ext, tuple):
ext = [ext]
if wcskey == " ":
# try getting the key from WCSNAME
if not wcsname.strip():
wkey = next_wcskey(f[1].header)
else:
wkey = getKeyFromName(f[1].header, wcsname)
else:
if wcskey not in available_wcskeys(f[1].header):
# reuse wcsname
if not wcsname.strip():
wcsname = f[1].header["WCSNAME"+wcskey]
wname = wcsname
else:
wkey = wcskey
wname = wcsname
else:
wkey = wcskey
wname = wcsname
for e in ext:
w = pywcs.WCS(f[e].header, fobj=f)
hwcs = w.to_header()
wcsnamekey = 'WCSNAME' + wkey
f[e].header.update(key=wcsnamekey, value=wcsname)
if w.wcs.has_cd():
pc2cd(hwcs)
for k in hwcs.keys():
key = k+wkey
f[e].header.update(key=key, value=hwcs[k])
norient = np.rad2deg(np.arctan2(hwcs['CD1_2'],hwcs['CD2_2']))
okey = 'ORIENT%s' % wkey
f[e].header.update(key=okey, value=norient)
closefobj(fname, f)
def restoreWCS(f, ext, wcskey=" ", wcsname=" ", clobber=False):
"""
Copy a WCS with key "WCSKEY" to a primary WCS
Reads in a WCS defined with wcskey and saves it as the primary WCS.
If clobber is False, writes out new files whose names are the original
names with an attached 3 character string _'WCSKEY'_.
Otherwise overwrites the files. Goes sequentially through the list of extensions
The WCS is restored from the 'SCI' extension but the primary WCS of all
extensions with the same EXTVER are updated.
Parameters
----------
f: string or pyfits.HDUList object
a file name or a file object
ext: an int, a tuple, a python list of integers or a python list
of tuples (e.g.('sci',1))
fits extensions to work with
wcskey: a charater
"A"-"Z" - Used for one of 26 alternate WCS definitions.
or " " - find a key from WCSNAMe value
wcsname: string (optional)
if given and wcskey is " ", will try to restore by WCSNAME value
clobber: boolean
A flag to define if the original files should be overwritten
See Also
--------
wcsutil.archiveWCS - copy the primary WCS as an alternate WCS
"""
if isinstance(f, str):
if clobber:
fobj = pyfits.open(f, mode='update')
else:
fobj = pyfits.open(f)
else:
fobj = f
if not parpasscheck(fobj, ext, wcskey, wcsname):
closefobj(f, fobj)
return
if isinstance(ext, int) or isinstance(ext, tuple):
ext = [ext]
if not clobber:
name = (fobj.filename().split('.fits')[0] + '_%s_' + '.fits') %wcskey
else:
name = fobj.filename()
if wcskey == " ":
if wcsname.strip():
wkey = getKeyFromName(fobj[1].header, wcsname)
if not wkey:
print 'Could not get a key from wcsname %s .' % wcsname
closefobj(f, fobj)
return
else:
if wcskey not in wcskeys(fobj[1].header):
print "Could not find alternate WCS with key %s in this file" % wcskey
closefobj(f, fobj)
return
wkey = wcskey
for e in ext:
try:
extname = fobj[e].header['EXTNAME'].lower()
except KeyError:
continue
#Restore always from a 'SCI' extension but write it out to 'ERR' and 'DQ'
if extname == 'sci':
sciver = fobj[e].header['extver']
try:
nwcs = pywcs.WCS(fobj[e].header, fobj=fobj, key=wkey)
except KeyError:
print 'restoreWCS: Could not read WCS with key %s in file %s, \
extension %d' % (wkey, fobj.filename(), e)
closefobj(f, fobj)
return #raise
hwcs = nwcs.to_header()
if nwcs.wcs.has_cd():
pc2cd(hwcs, key=wkey)
for k in hwcs.keys():
key = k[:-1]
if key in fobj[e].header.keys():
fobj[e].header.update(key=key, value = hwcs[k])
else:
continue
if wcskey == 'O' and fobj[e].header.has_key('TDDALPHA'):
fobj[e].header['TDDALPHA'] = 0.0
fobj[e].header['TDDBETA'] = 0.0
if fobj[e].header.has_key('ORIENTAT'):
norient = np.rad2deg(np.arctan2(hwcs['CD1_2'+'%s' %wkey],hwcs['CD2_2'+'%s' %wkey]))
fobj[e].header.update(key='ORIENTAT', value=norient)
elif extname in ['err', 'dq', 'sdq', 'time', 'samp']:
cextver = fobj[e].header['extver']
if cextver == sciver:
for k in hwcs.keys():
key = k[:-1]
fobj[e].header.update(key=key, value = hwcs[k])
if fobj[e].header.has_key('ORIENTAT'):
norient = np.rad2deg(np.arctan2(hwcs['CD1_2'+'%s' %wkey],hwcs['CD2_2'+'%s' %wkey]))
fobj[e].header.update(key='ORIENTAT', value=norient)
else:
continue
if not clobber:
fobj.writeto(name)
closefobj(f, fobj)
def deleteWCS(fname, ext, wcskey=" ", wcsname=" "):
"""
Delete an alternate WCS defined with wcskey.
If wcskey is " " try to get a key from WCSNAME.
Parameters
----------
fname: sting or a pyfits.HDUList object
ext: an int, a tuple, a python list of integers or a python list of tuples (e.g.('sci',1))
fits extensions to work with
wcskey: one of 'A'-'Z' or " "
wcsname: string
Name of alternate WCS description
"""
if isinstance(fname, str):
fobj = pyfits.open(fname, mode='update')
else:
fobj = fname
if not parpasscheck(fobj, ext, wcskey, wcsname):
closefobj(fname, fobj)
return
if isinstance(ext, int) or isinstance(ext, tuple):
ext = [ext]
# Do not allow deleting the original WCS.
if wcskey == 'O':
print "Wcskey 'O' is reserved for the original WCS and should not be deleted."
closefobj(fname, fobj)
return
if wcskey == " ":
# try getting the key from WCSNAME
if wcsname == " ":
print "Could not get a valid key from header"
closefobj(fname, fobj)
return
else:
wkey = getKeyFromName(fobj[1].header, wcsname)
if not wkey:
print 'Could not get a key: wcsname "%s" not found in header.' % wcsname
closefobj(fname, fobj)
return
else:
if wcskey not in wcskeys(fobj[1].header):
print "Could not find alternate WCS with key %s in this file" % wcskey
closefobj(fname, fobj)
return
wkey = wcskey
prexts = []
for i in ext:
hdr = fobj[i].header
try:
w = pywcs.WCS(hdr, fobj, key=wkey)
except KeyError:
continue
hwcs = w.to_header()
if w.wcs.has_cd():
pc2cd(hwcs, key=wkey)
for k in hwcs.keys():
del hdr[k]
del hdr['ORIENT'+wkey]
prexts.append(i)
if prexts != []:
print 'Deleted all instances of WCS with key %s in extensions' % wkey, prexts
else:
print "Did not find WCS with key %s in any of the extensions" % wkey
closefobj(fname, fobj)
#header operations
def wcskeys(header):
"""
Returns a list of characters used in the header for alternate
WCS description with WCSNAME keyword
Parameters
----------
hdr: pyfits.Header
"""
assert isinstance(header, pyfits.Header), "Requires a pyfits.Header object as input"
names = header["WCSNAME*"]
return [key.split('WCSNAME')[1].upper() for key in names.keys()]
def wcsnames(header):
"""
Returns a dictionary of wcskey: WCSNAME pairs
Parameters
----------
header: pyfits.Header
"""
names = header["WCSNAME*"]
d = {}
for c in names:
d[c.key[-1]] = c.value
return d
def available_wcskeys(header):
"""
Returns a list of characters which are not used in the header
with WCSNAME keyword. Any of them can be used to save a new
WCS.
Parameters
----------
header: pyfits.Header
"""
assert isinstance(header, pyfits.Header), "Requires a pyfits.Header object as input"
all_keys = list(string.ascii_uppercase)
used_keys = wcskeys(header)
try:
used_keys.remove("")
except ValueError:
pass
[all_keys.remove(key) for key in used_keys]
return all_keys
def next_wcskey(header):
"""
Returns next available character to be used for an alternate WCS
Parameters
----------
header: pyfits.Header
"""
assert isinstance(header, pyfits.Header), "Requires a pyfits.Header object as input"
allkeys = available_wcskeys(header)
if allkeys != []:
return allkeys[0]
else:
return None
def getKeyFromName(header, wcsname):
"""
If WCSNAME is found in header, return its key, else return
None. This is used to update an alternate WCS
repeatedly and not generate new keys every time.
Parameters
----------
header: pyfits.Header
wcsname: str
Value of WCSNAME
"""
wkey = None
names = wcsnames(header)
for item in names.items():
if item[1].lower() == wcsname.lower():
wkey = item[0]
break
return wkey
def pc2cd(hdr, key=' '):
"""
Convert a CD PC matrix to a CD matrix.
WCSLIB (and PyWCS) recognizes CD keywords as input
but converts them and works internally with the PC matrix.
to_header() returns the PC matrix even if the i nput was a
CD matrix. To keep input and output consistent we check
for has_cd and convert the PC back to CD.
Parameters
----------
hdr: pyfits.Header
"""
for c in ['1_1', '1_2', '2_1', '2_2']:
try:
val = hdr['PC'+c+'%s' % key]
del hdr['PC'+c+ '%s' % key]
except KeyError:
if c=='1_1' or c == '2_2':
val = 1.
else:
val = 0.
hdr.update(key='CD'+c+'%s' %key, value=val)
return hdr
def parpasscheck(fobj, ext, wcskey, wcsname, clobber=True):
if not isinstance(fobj,pyfits.HDUList):
print "First parameter must be a fits file object or a file name."
return False
try:
assert (fobj.fileinfo(0)['filemode'] == 'update')
except AssertionError:
print "First parameter must be a file name or a file object opened in 'update' mode."
return False
if not isinstance(ext, int) and not isinstance(ext, tuple) \
and not isinstance(ext, list):
print "Ext must be integer, tuple, a list of int extension numbers, \
or a list of tuples representing a fits extension, for example ('sci', 1)."
return False
if len(wcskey) != 1:
print 'Parameter wcskey must be a character - one of "A"-"Z" or " "'
return False
if wcskey == " ":
# try getting the key from WCSNAME
"""
if wcsname == " " or wcsname == "":
#wkey = next_wcskey(f[1].header)
#if not wkey:
# print "Could not get a valid key from header"
return False
"""
if wcsname.strip():
wkey = getKeyFromName(fobj[1].header, wcsname)
if wkey and not clobber:
print 'Wcsname %s is already used.' % wcsname
print 'Use "wcsutil.next_wcskey" to obtain a valid wcskey'
print 'or use "clobber=True" to overwrite the values.'
return False
else:
if wcskey not in available_wcskeys(fobj[1].header):
if clobber==False:
print 'Wcskey %s is already used.' % wcskey
print 'Use "wcsutil.next_wcskey" to obtain a valid wcskey'
print 'or use "clobber=True" to overwrite the values.'
return False
"""
else:
# reuse the value for WCSNAME
if wcsname == " ":
wcsname = f[1].header["WCSNAME"+wcskey]
else:
wkey = wcskey
wname = wcsname
wkey = wcskey
wname = wcsname
"""
return True
def closefobj(fname,f):
"""
Functions in this module accept as input a file name or a file object.
If the input was a file name (string) we close the object. If the user
passed a file object we leave it to the user to close it.
"""
if isinstance(fname, str):
f.close()
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