docs: simple JSON/FITS result loading entry point in guides/results#65
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docs: simple JSON/FITS result loading entry point in guides/results#65
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Restructure guides/results/ to present two distinct result-loading paths: the new top-level start_here.py covers direct .json/.fits loading from the output folder (fast, in-memory), while the former start_here.py is moved into a renamed aggregator/ folder to document the memory-efficient generator-based workflow. Both entry points cross-link to explain the trade-off. modeling.py gains a __Loading From Output Folder__ section with a tracer.json / tracer.fits example pointing to the new guide. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
…tence Tracer.from_json / Galaxies.from_json are not valid APIs — objects are deserialised via autoconf.dictable.from_json. Also guard the modeling.py example with Path.exists() so it no-ops under PYAUTO_SKIP_FIT_OUTPUT=1 (used in smoke tests) while still running after a normal fit. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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Summary
scripts/guides/results/start_here.pydemonstrating the fast, in-memory way to load a completed fit from theoutput/folder using.json(Tracer, Model, Samples) and.fits(Imaging) files.scripts/guides/results/examples/→scripts/guides/results/aggregator/and rewrite itsstart_here.pyintro as the memory-efficient, generator-based path for multi-fit workflows.__Loading From Output Folder__section toscripts/imaging/modeling.pyshowing how to loadtracer.json/tracer.fitsviasearch.paths.output_path(no hardcoded hash). Guarded withPath.exists()so it's smoke-test safe.results/examplespath references across guides.Scripts Changed
scripts/imaging/modeling.pyscripts/guides/results/start_here.py(new)scripts/guides/results/aggregator/*(moved fromexamples/)scripts/guides/results/database/start_here.pyscripts/guides/units/cosmology.py,scripts/guides/tracer.pyTest Plan
modeling.pyend-to-end withn_like_max=5000; all loadable files produced.autoconf.dictable.from_jsonloadstracer.jsonandmodel.json.PYAUTO_SKIP_FIT_OUTPUT=1(existence guard).Companion: PyAutoLabs/autogalaxy_workspace#30