Overview
The fresh PyAutoBuild release-prep run 2026-06-09T18-03-42Z shows autogalaxy_workspace/scripts/guides/results/start_here.py failing in the simple-loading section. The script attempts to load image/dataset.fits from a completed fit, but strict Imaging.from_fits(...) validation rejects the saved noise-map HDU because it contains zero values.
The report correlates this failure with the recent results-guide dataset reload change, so this should be treated as a narrowly scoped workspace release fix.
Plan
- Inspect the saved-results reload section in
scripts/guides/results/start_here.py.
- Update only the FITS reload path so the guide can inspect saved output artifacts without applying strict input-dataset noise-map validation.
- Keep the main modeling dataset load unchanged.
- Rerun
scripts/guides/results/start_here.py in a clean task worktree.
- Ship a pending-release workspace PR if the target script passes.
Detailed implementation plan
Affected Repositories
- autogalaxy_workspace (primary)
Work Classification
Workspace
Branch Survey
| Repository |
Current Branch |
Dirty? |
| ./autogalaxy_workspace |
main |
dirty from local full-run regenerated datasets |
| ./PyAutoPrompt |
main |
dirty from unrelated deleted prompt files plus this new prompt |
Suggested branch: feature/autogalaxy-results-start-here-noise-map
Worktree root: ~/Code/PyAutoLabs-wt/autogalaxy-results-start-here-noise-map/
Implementation Steps
- Work only in the task worktree, not the dirty canonical checkout.
- In
scripts/guides/results/start_here.py, inspect the block loading image/dataset.fits with data_hdu=1, noise_map_hdu=2, and psf_hdu=3.
- Apply the smallest supported API change for loading saved result FITS whose noise-map HDU may be zero-valued.
- Rerun
scripts/guides/results/start_here.py with the PyAutoBuild environment variables used by the release runner.
- Ship via workspace PR with
pending-release.
Key Files
scripts/guides/results/start_here.py — failing saved-results reload block.
Original Prompt
Click to expand starting prompt
continue
Overview
The fresh PyAutoBuild release-prep run
2026-06-09T18-03-42Zshowsautogalaxy_workspace/scripts/guides/results/start_here.pyfailing in the simple-loading section. The script attempts to loadimage/dataset.fitsfrom a completed fit, but strictImaging.from_fits(...)validation rejects the saved noise-map HDU because it contains zero values.The report correlates this failure with the recent results-guide dataset reload change, so this should be treated as a narrowly scoped workspace release fix.
Plan
scripts/guides/results/start_here.py.scripts/guides/results/start_here.pyin a clean task worktree.Detailed implementation plan
Affected Repositories
Work Classification
Workspace
Branch Survey
Suggested branch:
feature/autogalaxy-results-start-here-noise-mapWorktree root:
~/Code/PyAutoLabs-wt/autogalaxy-results-start-here-noise-map/Implementation Steps
scripts/guides/results/start_here.py, inspect the block loadingimage/dataset.fitswithdata_hdu=1,noise_map_hdu=2, andpsf_hdu=3.scripts/guides/results/start_here.pywith the PyAutoBuild environment variables used by the release runner.pending-release.Key Files
scripts/guides/results/start_here.py— failing saved-results reload block.Original Prompt
Click to expand starting prompt
continue