Python bindings for zigfitsio — a pure-Zig FITS 4.0 I/O library
Project description
zigfitsio (Python)
Python bindings for zigfitsio — a pure-Zig implementation of FITS 4.0 I/O with feature parity goals against CFITSIO, and no C dependencies.
Two layers are provided:
- High-level, NumPy-first API modeled on
astropy.io.fits—open,HDUList, the HDU classes,Column,Header, and thegetdata/getheader/writeto/verifyconveniences. - Low-level 1:1
ctypesbinding underzigfitsio.lowlevel(the C ABI frombindings/c/zigfitsio.h) for power users.
The native code is a Zig-built shared library loaded via ctypes; there is no C compiler
requirement at install time when using a prebuilt wheel.
Install
pip install zigfitsio # prebuilt wheel (recommended)
Building from source requires a Zig toolchain (supplied automatically by the ziglang build
dependency, or a system zig 0.16 on PATH).
Quickstart
import numpy as np
import zigfitsio as zf
# Write an image
zf.writeto("image.fits", np.arange(12, dtype="f4").reshape(3, 4), overwrite=True)
# Read it back (NumPy array, shape (NAXIS2, NAXIS1), C-order — like astropy)
with zf.open("image.fits") as hdul:
data = hdul[0].data
hdr = hdul[0].header
print(data.shape, hdr["NAXIS1"])
# Build a binary table
cols = [
zf.Column("INDEX", "J", np.array([10, 20, 30], dtype="i4")),
zf.Column("FLUX", "E", np.array([1.5, 2.5, 3.5], dtype="f4"), unit="Jy"),
zf.Column("NAME", "8A", np.array(["alpha", "beta", "gamma"])),
]
zf.HDUList([zf.PrimaryHDU(), zf.BinTableHDU.from_columns(cols, name="EVENTS")]).writeto(
"table.fits", overwrite=True
)
# Tile-compressed image (RICE_1)
ramp = np.arange(256, dtype="i4").reshape(16, 16)
zf.HDUList([zf.PrimaryHDU(), zf.CompImageHDU(ramp, compression="RICE_1")]).writeto(
"comp.fits", overwrite=True
)
# Structural validation (fitsverify-style)
for f in zf.verify("image.fits"):
print(f)
Headers (dict-like)
with zf.open("image.fits", mode="update") as hdul:
h = hdul[0].header
h["OBSERVER"] = ("Hubble", "the observer") # value + comment
print(h["OBSERVER"], "/", h.comment_of("OBSERVER"))
print("BITPIX" in h, list(h.keys()))
WCS (celestial)
with zf.open("wcs.fits") as hdul:
lon, lat = hdul[0].pix2world(40.0, 30.0) # 1-based pixel (FITS CRPIX convention)
px, py = hdul[0].world2pix(lon, lat)
Low-level (ctypes)
import ctypes as c
import zigfitsio.lowlevel as ll
h = c.c_void_p()
ll.check(ll.lib.zf_create_memory(None, c.byref(h)))
ll.check(ll.lib.zf_create_img(h, -32, 2, (c.c_long * 2)(4, 3)))
ll.lib.zf_close(h)
Conventions
- Image and table data is exchanged as native-endian NumPy arrays; non-native (byte-swapped)
input is coerced automatically before writing. Image shape is the reversed FITS axis order
(
(NAXIS2, NAXIS1)), C-contiguous — identical memory layout toastropy.io.fits. BSCALE/BZEROandTSCAL/TZEROscaling and the unsigned-integer convention are applied automatically on read (images and table columns) and honored on write; the output dtype is widened to float when real scaling is present, or tou2/u4/u8for the unsigned convention.- Errors are raised as typed
FitsErrorsubclasses (KeywordNotFoundis also aKeyError).
Development
zig build capi # build the shared library into zig-out/lib
pip install -e .[test] # editable install (builds the lib via the hook)
pytest bindings/python/tests -q # run the suite (incl. astropy cross-checks)
When running tests against an uninstalled checkout, point the loader at the dev build:
ZIGFITSIO_LIBRARY=$PWD/zig-out/lib/libzigfitsio_capi.dylib \
PYTHONPATH=bindings/python/src pytest bindings/python/tests -q
License
MIT — see LICENSE.
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