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Diffstat (limited to 'fg21sim/utils/fits.py')
-rw-r--r-- | fg21sim/utils/fits.py | 100 |
1 files changed, 100 insertions, 0 deletions
diff --git a/fg21sim/utils/fits.py b/fg21sim/utils/fits.py new file mode 100644 index 0000000..e865528 --- /dev/null +++ b/fg21sim/utils/fits.py @@ -0,0 +1,100 @@ +# Copyright (c) 2016 Weitian LI <liweitianux@live.com> +# MIT license + +""" +FITS utilities. +""" + +from datetime import datetime, timezone + +import numpy as np +from astropy.io import fits + + +# Reference: +# http://docs.astropy.org/en/stable/io/fits/usage/table.html#column-creation +FITS_COLUMN_FORMATS = { + np.dtype("bool"): "L", + np.dtype("uint8"): "B", + np.dtype("int16"): "I", + np.dtype("int32"): "J", + np.dtype("int64"): "K", + np.dtype("float32"): "E", + np.dtype("float64"): "D", + np.dtype("complex64"): "C", + np.dtype("complex128"): "M", +} + + +def write_fits_healpix(filename, hpmap, header=None, clobber=False): + """Write the HEALPix map to a FITS file with proper header as well + as the user-provided header. + + This function currently only support one style of HEALPix with the + following specification: + - Only one column: I (intensity) + - ORDERING: RING + - COORDSYS: G (Galactic) + - OBJECT: FULLSKY + - INDXSCHM: IMPLICIT + + Parameters + ---------- + filename : str + Filename of the output file to write the HEALPix map data + hpmap : numpy.ndarray (1D) + 1D array containing the HEALPix map data, and the ordering + scheme should be "RING"; + The data type is preserved in the output FITS file. + header : fits.Header object + Extra header to be written + clobber : bool + Whether to overwrite the existing file? + + NOTE + ---- + - This function is intended to replace the most common case of + `healpy.write_map()`, which still uses some deprecated functions of + `numpy` and `astropy`, meanwhile, it interface/arguments is not very + handy. + - This function (currently) only implement the very basic feature of + the `healpy.write_map()`. + """ + hpmap = np.array(hpmap) + if hpmap.ndim != 1: + raise ValueError("Invalid HEALPix data: only support 1D array") + # + npix = hpmap.size + nside = int((npix / 12) ** 0.5) + colfmt = FITS_COLUMN_FORMATS.get(hpmap.dtype) + if hpmap.size > 1024: + hpmap = hpmap.reshape(int(hpmap.size/1024), 1024) + colfmt = "1024" + colfmt + # + hdr = fits.Header() + # set HEALPix parameters + hdr["PIXTYPE"] = ("HEALPIX", "HEALPix pixelization") + hdr["ORDERING"] = ("RING", + "Pixel ordering scheme, either RING or NESTED") + hdr["COORDSYS"] = ("G", "Ecliptic, Galactic or Celestial (equatorial)") + hdr["NSIDE"] = (nside, "HEALPix resolution parameter") + hdr["NPIX"] = (npix, "Total number of pixels") + hdr["FIRSTPIX"] = (0, "First pixel # (0 based)") + hdr["LASTPIX"] = (npix-1, "Last pixel # (0 based)") + hdr["INDXSCHM"] = ("IMPLICIT", "Indexing: IMPLICIT or EXPLICIT") + hdr["OBJECT"] = ("FULLSKY", "Sky coverage, either FULLSKY or PARTIAL") + # + hdr["EXTNAME"] = ("HEALPIX", "Name of the binary table extension") + hdr["CREATOR"] = (__name__, "File creator") + hdr["DATE"] = ( + datetime.now(timezone.utc).astimezone().isoformat(), + "File creation date" + ) + # merge user-provided header + if header is not None: + hdr.update(fits.Header(header)) + # + hdu = fits.BinTableHDU.from_columns([ + fits.Column(name="I", array=hpmap, format=colfmt) + ], header=hdr) + hdu.writeto(filename, clobber=clobber, checksum=True) |