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feat: COOLEST template import/export (autolens.interop.coolest) - #613
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to_coolest(galaxies_or_tracer, file_path) exports the analytic profile parameters of a lens model to a COOLEST JSON template (galaxies as Galaxy entities; ExternalShear/MassSheet as MassField entities); from_coolest(file_path) rebuilds a Tracer. Parameter conversions come from autogalaxy.interop.coolest; NFW sigma_crit is computed from the model cosmology. The `coolest` package is a new optional dependency (autolens[coolest]; also in test/dev/optional extras so CI runs the tests). Einstein-radius definition documented explicitly (profile intermediate-axis parameter, distinct from the DR1 tangential-critical- curve definition). Part of #612. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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Summary
Adds
autolens.interop.coolest— import/export of full lens models (analytic profile parameters only) as COOLEST JSON templates, closing the interop leg of #612 (Euclid DR1 prep). Builds on the converter layer added in the companion PyAutoGalaxy PR on the same branch (feature/coolest-standard-support) — merge that first.to_coolest(galaxies_or_tracer, file_path, cosmology=None, mode="MAP", ...)— writes a COOLEST template via thecoolestpackage: each galaxy becomes aGalaxylensing entity;ExternalShear/MassSheetprofiles are exported asMassFieldentities per the standard; H0/Om0 written from the model cosmology; a metadata block records the generator and unit conventions.from_coolest(file_path, cosmology=None)— reads a template (including ones produced by other codes, e.g. the Sonnenfeld golden-lens models) and rebuilds anal.Tracer; incomplete templates (missing point estimates) raise.rho_c:sigma_critis computed between the galaxy's redshift and the model's highest redshift from the cosmology (solar masses per arcsec²;rho_cper arcsec³) — documented in the module and template metadata.theta_Eis the profile's intermediate-axis COOLEST parameter, distinct from curve-based definitions such as the Euclid DR1 catalogue's tangential-critical-curve radius.coolestis an optional dependency (pip install autolens[coolest], lazy import with an instructive error) and was added to thetest/dev/optionalextras so CI exercises the tests.API Changes
Added only — a new public
al.interop.coolestnamespace (lazy-loaded likeal.plot) and a newcoolestoptional-dependency extra; no existing symbol changed.See full details below.
Test Plan
test_autolens/interop/— 4 new tests: written-template contents in COOLEST conventions (theta_E factor, phi, cosmology), full-model round trip (PowerLaw + shear lens with Sersic light, Sersic source) with tracer deflections/images numerically identical, NFW sigma_crit round trip, incomplete-template error.python -m pytest test_autolens/— 385 passed.PowerLawIntermediatecross-code parity via a shared COOLEST file inautolens_workspace_test.Full API Changes (for automation & release notes)
Added
autolens.interop.coolest.to_coolest(galaxies, file_path, cosmology=, mode=, pixel_size=, metadata=)— export lens model → COOLEST JSON template; returns the written pathautolens.interop.coolest.from_coolest(file_path, cosmology=)— COOLEST JSON template →al.Traceral.interop— lazy module attribute on theautolensnamespacepyproject.toml: newcoolestextra;coolestadded totest,dev,optionalextrasGenerated by the PyAutoLabs agent workflow.