Handling of Science Instrument Aperture Files (SIAF) for space telescopes. SIAF files contain detailed geometric focal plane descriptions and relationships for the science instruments. They are maintained in the JWST/HST PRD (Project Reference Database).
pysiaf is a python package to access, interpret, maintain, and generate SIAF, in particular for JWST. Tools for applying the frame transformations, plotting, comparison, and validation are provided.
- Captures current PRD content, i.e. pysiaf includes a copy of the SIAF XML files. These are maintained to be synchronized with the PRD.
- Transformations between the SIAF frames (Detector, Science, Ideal, Telelescope/V) are pre-loaded and easily accessible.
- Tools for plotting, validation, and comparison of SIAF apertures and files.
- Support for implementing transformations between celestial (RA, Dec) and telescope/V (V2, V3) coordinate systems is provided.
- Input/output: reading SIAF XML, writing XML/Excel/csv etc.
- Captures SI source data and code to generate the SIAF apertures
- Standard python package with installation script, unit tests, documentation.
- Supports working with HST SIAF (read-only).
Check which PRD version is in use:
print(pysiaf.JWST_PRD_VERSION)
Frame transformations (det, sci, idl, tel are supported frames):
import pysiaf
instrument = 'NIRISS'
# read SIAFXML
siaf = pysiaf.Siaf(instrument)
# select single aperture by name
nis_cen = siaf['NIS_CEN']
# access SIAF parameters
print('{} V2Ref = {}'.format(nis_cen.AperName, nis_cen.V2Ref))
print('{} V3Ref = {}'.format(nis_cen.AperName, nis_cen.V3Ref))
for attribute in ['InstrName', 'AperShape']:
print('{} {} = {}'.format(nis_cen.AperName, attribute, getattr(nis_cen, attribute)))
# coordinates in Science frame
sci_x = np.array([0, 2047, 2047, 0])
sci_y = np.array([0, 0, 2047, 2047])
# transform from Science frame to Ideal frame
idl_x, idl_y = nis_cen.sci_to_idl(sci_x, sci_y)
Plotting (only a small subset of options is illustrated):
import matplotlib.pyplot as plt
plt.figure(figsize=(4, 4), facecolor='w', edgecolor='k'); plt.clf()
# plot single aperture
nis_cen.plot()
# plot all apertures in SIAF
for aperture_name, aperture in siaf.apertures.items():
aperture.plot()
plt.show()
# plot 'master' apertures
from pysiaf.siaf import plot_master_apertures
plt.figure(figsize=(8, 8), facecolor='w', edgecolor='k'); plt.clf()
plot_master_apertures(mark_ref=True)
plt.show()
# plot HST apertures
siaf = pysiaf.Siaf('HST')
aperture_names = ['FGS1', 'FGS2', 'FGS3', 'IUVIS1FIX', 'IUVIS2FIX', 'JWFC1FIX', 'JWFC2FIX']
plt.figure(figsize=(4, 4), facecolor='w', edgecolor='k')
for aperture_name in aperture_names:
siaf[aperture_name].plot(color='r', fill_color='darksalmon', mark_ref=True)
ax = plt.gca()
ax.set_aspect('equal')
ax.invert_yaxis()
plt.show()
The primary reference for a description of JWST SIAF is Cox & Lallo, 2017, JWST-STScI-001550: Description and Use of the JWST Science Instrument Aperture File, available at https://jwst.stsci.edu/documentation/technical-documents.
pysiaf is documented at https://pysiaf.readthedocs.io/
If you find this package useful, please consider citing the Zenodo record using the DOI badge above. Please find additional citation instructions in CITATION.
All parameter values in pysiaf are subject to change. JWST values are preliminary until the JWST observatory commissioning has concluded.
Distortion and other transformations in pysiaf are of sufficient accuracy for operations, but do not necessarily have science-grade quality. For instance, generally only one filter solution is carried per aperture. For science-grade transformations, please consult the science pipelines and their reference files (see https://jwst-docs.stsci.edu/jwst-data-reduction-pipeline)
For science observation planning, the focal plane geometry implemented in the latest APT (http://www.stsci.edu/hst/proposing/apt) takes precedence.
The STScI Telescopes Branch provides full support of pysiaf for S&OC operational systems only.
Please open a new issue or new pull request for bugs, feedback, or new features you would like to see. If there is an issue you would like to work on, please leave a comment and we will be happy to assist. New contributions and contributors are very welcome!
Do you have feedback and feature requests? Is there something missing you would like to see? Please open an issue or send an email to the maintainers. This package follows the Space Telescope Code of Conduct strives to provide a welcoming community to all of our users and contributors.
The following describes the typical work flow for contributing to the pysiaf project (adapted from JWQL): 0. Do not commit any sensitive information (e.g. STScI-internal path structures, machine names, user names, passwords, etc.) to this public repository. Git history cannot be erased.
- Create a fork off of the
spacetelescopepysiafrepository on your personal github space. - Make a local clone of your fork.
- Ensure your personal fork is pointing
upstreamto https://github.com/spacetelescope/pysiaf - Open an issue on
spacetelescopepysiafthat describes the need for and nature of the changes you plan to make. This is not necessary for minor changes and fixes. - Create a branch on that personal fork.
- Make your software changes.
- Push that branch to your personal GitHub repository, i.e. to
origin. - On the
spacetelescopepysiafrepository, create a pull request that merges the branch intospacetelescope:master. - Assign a reviewer from the team for the pull request.
- Iterate with the reviewer over any needed changes until the reviewer accepts and merges your branch.
- Delete your local copy of your branch.
This package is supported in python 3.8 and 3.9
pip install pysiaf
Clone the repository:
git clone https://github.com/spacetelescope/pysiaf
Install pysiaf:
cd pysiaf
pip install .
Install in Develop Mode
pip install -e .
If you get an error upon
import pysiaf
that traces back to
import lxml.etree as ET
and states
ImportError [...] Library not loaded: libxml2.2.dylib Reason: Incompatible library version: etree.[...] requires version 12.0.0 or later, but libxml2.2.dylib provides version 10.0.0,
this can probably be fixed by downgrading the version of lxml, e.g.
pip uninstall lxml
pip install lxml==3.6.4
pyqt5 installation issues: If using MacOS Mojave, it causes matplotlib to fail without pyqt5. Please take appropriate action to make sure pyqt5 is installed for
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent