JP-3789 Add more FITS comparison support for regression tests

[penaguerrero]

Resolves JP-3789

Closes #

This PR addresses the initial changes we would like to implement in FitsDiff.

Tasks

• request a review from someone specific, to avoid making the maintainers review every PR
• add a build milestone, i.e. Build 11.3 (use the latest build if not sure)
• Does this PR change user-facing code / API? (if not, label with no-changelog-entry-needed)
  • write news fragment(s) in changes/: echo "changed something" > changes/<PR#>.<changetype>.rst (see below for change types)
  • update or add relevant tests
  • update relevant docstrings and / or docs/ page
  • start a regression test and include a link to the running job (click here for instructions)
    • Do truth files need to be updated ("okified")?
      • after the reviewer has approved these changes, run okify_regtests to update the truth files
• if a JIRA ticket exists, make sure it is resolved properly

news fragment change types...

• changes/<PR#>.general.rst: infrastructure or miscellaneous change
• changes/<PR#>.docs.rst
• changes/<PR#>.stpipe.rst
• changes/<PR#>.datamodels.rst
• changes/<PR#>.scripts.rst
• changes/<PR#>.fits_generator.rst
• changes/<PR#>.set_telescope_pointing.rst
• changes/<PR#>.pipeline.rst

stage 1

• changes/<PR#>.group_scale.rst
• changes/<PR#>.dq_init.rst
• changes/<PR#>.emicorr.rst
• changes/<PR#>.saturation.rst
• changes/<PR#>.ipc.rst
• changes/<PR#>.firstframe.rst
• changes/<PR#>.lastframe.rst
• changes/<PR#>.reset.rst
• changes/<PR#>.superbias.rst
• changes/<PR#>.refpix.rst
• changes/<PR#>.linearity.rst
• changes/<PR#>.rscd.rst
• changes/<PR#>.persistence.rst
• changes/<PR#>.dark_current.rst
• changes/<PR#>.charge_migration.rst
• changes/<PR#>.jump.rst
• changes/<PR#>.clean_flicker_noise.rst
• changes/<PR#>.ramp_fitting.rst
• changes/<PR#>.gain_scale.rst

stage 2

• changes/<PR#>.assign_wcs.rst
• changes/<PR#>.badpix_selfcal.rst
• changes/<PR#>.msaflagopen.rst
• changes/<PR#>.nsclean.rst
• changes/<PR#>.imprint.rst
• changes/<PR#>.background.rst
• changes/<PR#>.extract_2d.rst
• changes/<PR#>.master_background.rst
• changes/<PR#>.wavecorr.rst
• changes/<PR#>.srctype.rst
• changes/<PR#>.straylight.rst
• changes/<PR#>.wfss_contam.rst
• changes/<PR#>.flatfield.rst
• changes/<PR#>.fringe.rst
• changes/<PR#>.pathloss.rst
• changes/<PR#>.barshadow.rst
• changes/<PR#>.photom.rst
• changes/<PR#>.pixel_replace.rst
• changes/<PR#>.resample_spec.rst
• changes/<PR#>.residual_fringe.rst
• changes/<PR#>.cube_build.rst
• changes/<PR#>.extract_1d.rst
• changes/<PR#>.resample.rst

stage 3

• changes/<PR#>.assign_mtwcs.rst
• changes/<PR#>.mrs_imatch.rst
• changes/<PR#>.tweakreg.rst
• changes/<PR#>.skymatch.rst
• changes/<PR#>.exp_to_source.rst
• changes/<PR#>.outlier_detection.rst
• changes/<PR#>.tso_photometry.rst
• changes/<PR#>.stack_refs.rst
• changes/<PR#>.align_refs.rst
• changes/<PR#>.klip.rst
• changes/<PR#>.spectral_leak.rst
• changes/<PR#>.source_catalog.rst
• changes/<PR#>.combine_1d.rst
• changes/<PR#>.ami.rst

other

• changes/<PR#>.wfs_combine.rst
• changes/<PR#>.white_light.rst
• changes/<PR#>.cube_skymatch.rst
• changes/<PR#>.engdb_tools.rst
• changes/<PR#>.guider_cds.rst

[codecov]

Codecov Report

Attention: Patch coverage is 7.69231% with 252 lines in your changes missing coverage. Please review.

Project coverage is 77.82%. Comparing base (cbba455) to head (da5887b).
Report is 1 commits behind head on main.

Files with missing lines	Patch %	Lines
jwst/regtest/st_fitsdiff.py	7.69%	252 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #9082      +/-   ##
==========================================
- Coverage   78.23%   77.82%   -0.42%     
==========================================
  Files         505      506       +1     
  Lines       46249    46522     +273     
==========================================
+ Hits        36183    36204      +21     
- Misses      10066    10318     +252     

Flag	Coverage Δ		*Carryforward flag
nightly	77.79% <ø> (ø)		Carriedforward from fdf3182

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[stscirij]

Do you want to take the absolute values of a and b before taking the difference? This would make 4 .0 and -4.0 equal

[penaguerrero]

Ah! good catch! yeah, nope. Definitely an oops.

[melanieclarke]

Thanks for working on this! A couple requests:

• It would be helpful to have a command-line script to call the new fitsdiff (st_fitsdiff?), especially for testing the various options.
• In the original ticket, we'd talked about having allowing a separate tolerance for header and data differences. I don't see that here, unless I missed it? I think that would still be helpful.

Also, I started testing by replacing the regular FITSDiff with STFITSDiff in in regtest jwst/regtest/test_nirspec_mos_spec2.py:

#from astropy.io.fits.diff import FITSDiff
from jwst.regtest.st_fitsdiff import STFITSDiff as FITSDiff

This turned up an error for most of the tests:

        stats = {'mean_value_in_a': np.mean(anonan),
                 'mean_value_in_b': np.mean(bnonan),
>                'max_abs_diff': max(values),
                 'min_abs_diff': min(values),
                 'mean_abs_diff': np.mean(values),
                 'std_dev_abs_diff': np.std(values),
                 'max_rel_diff': max(relative_values),
                 'min_rel_diff': min(values / np.abs(bnonan)),
                 'mean_rel_diff': np.mean(relative_values),
                 'std_dev_rel_diff': np.std(relative_values)}
E       ValueError: max() iterable argument is empty