From 8dbb0c356926efcefc9531938af377a08c138f6e Mon Sep 17 00:00:00 2001 From: Jammy2211 Date: Fri, 11 Sep 2026 11:23:43 -0400 Subject: [PATCH 1/2] Model figures: real-class lens acceptance tests + cookbook and overview figures (PyAutoLens#736) Model figures phase 3. test_autolens/model_figure builds the epic's three acceptance models with the real classes (simple lens; MGE 2x30 linear Gaussians + Delaunay/ConstantSplit pixelized source; group scale with eight extra galaxies) and asserts the structural invariants: two "30 components" plates split on ell_comps with intensity solved, reconstruction solved, areas_factor missing, per-galaxy fixed centres varying by member. The model cookbook docs page is re-synced to the workspace script and gains a figure per stage, a Redshift Free model, a Solved Parameters section and a "Reading the Figure" note (correspondence contract, the plate-vs-model.info grouping difference, tint = nesting depth); overview_3 gains MGE, pixelization and point-source model figures. Co-Authored-By: Claude Fable 5.1 Claude-Session: https://claude.ai/code/session_0178yLU9v19GtACcRPFggjGa --- .../model_cookbook/acceptance_group_scale.png | Bin 0 -> 96535 bytes .../acceptance_mge_pixelized.png | Bin 0 -> 115030 bytes .../model_cookbook/acceptance_simple_lens.png | Bin 0 -> 52513 bytes .../images/model_cookbook/complex_lens.png | Bin 0 -> 83083 bytes .../general/images/model_cookbook/concise.png | Bin 0 -> 89013 bytes .../images/model_cookbook/four_galaxies.png | Bin 0 -> 78013 bytes .../images/model_cookbook/make_figures.py | 317 ++++++++++++++++ .../images/model_cookbook/model_custom.png | Bin 0 -> 97472 bytes .../images/model_cookbook/prior_custom.png | Bin 0 -> 56827 bytes .../images/model_cookbook/redshift_free.png | Bin 0 -> 45201 bytes .../images/model_cookbook/simple_lens.png | Bin 0 -> 54398 bytes .../model_cookbook/solved_parameters.png | Bin 0 -> 72359 bytes docs/general/model_cookbook.md | 350 +++++++++++++++--- docs/overview/images/overview_3/mge_model.png | Bin 0 -> 108779 bytes .../images/overview_3/pixelization_model.png | Bin 0 -> 56980 bytes .../images/overview_3/point_model.png | Bin 0 -> 29706 bytes docs/overview/overview_3_features.md | 26 ++ test_autolens/model_figure/__init__.py | 0 test_autolens/model_figure/lens_models.py | 181 +++++++++ .../model_figure/test_acceptance_lens.py | 313 ++++++++++++++++ 20 files changed, 1131 insertions(+), 56 deletions(-) create mode 100644 docs/general/images/model_cookbook/acceptance_group_scale.png create mode 100644 docs/general/images/model_cookbook/acceptance_mge_pixelized.png create mode 100644 docs/general/images/model_cookbook/acceptance_simple_lens.png create mode 100644 docs/general/images/model_cookbook/complex_lens.png create mode 100644 docs/general/images/model_cookbook/concise.png create mode 100644 docs/general/images/model_cookbook/four_galaxies.png create mode 100644 docs/general/images/model_cookbook/make_figures.py create mode 100644 docs/general/images/model_cookbook/model_custom.png create mode 100644 docs/general/images/model_cookbook/prior_custom.png create mode 100644 docs/general/images/model_cookbook/redshift_free.png create mode 100644 docs/general/images/model_cookbook/simple_lens.png create mode 100644 docs/general/images/model_cookbook/solved_parameters.png create mode 100644 docs/overview/images/overview_3/mge_model.png create mode 100644 docs/overview/images/overview_3/pixelization_model.png create mode 100644 docs/overview/images/overview_3/point_model.png create mode 100644 test_autolens/model_figure/__init__.py create mode 100644 test_autolens/model_figure/lens_models.py create mode 100644 test_autolens/model_figure/test_acceptance_lens.py diff --git a/docs/general/images/model_cookbook/acceptance_group_scale.png b/docs/general/images/model_cookbook/acceptance_group_scale.png new file mode 100644 index 0000000000000000000000000000000000000000..58ec36a97407d3b6d63ea98ab7753965023e85c3 GIT binary 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z_0Izsx$Re0uB#BzyrH5Rm*BE|tLTApY0Ss1IJfDtwGb7R6Z&)Cli&#vJ;t>6H8lVX z*#{5w5)=OoacLCdb=mS-4Bpyqyw)HF5uLHw$S1iN*BalHQ*O>x9nY(_o^)ijV6Y0$6ZAo6Lw(JSk?9)_Dv*A^)W4q-Nhsq=H2<@py654V zDI+9aSLrQA+}pSOV*aPR&vj?M|CRr}p6~x82K;~Wm$&FF?~bt!?f#WWz<=@=uU^PJ Ium9*j0Fxilj{pDw literal 0 HcmV?d00001 diff --git a/docs/general/images/model_cookbook/make_figures.py b/docs/general/images/model_cookbook/make_figures.py new file mode 100644 index 0000000000..e07825385c --- /dev/null +++ b/docs/general/images/model_cookbook/make_figures.py @@ -0,0 +1,317 @@ +""" +Regenerate the committed model-figure renders for the PyAutoLens docs. + +Run from the PyAutoLens repo root, with the worktree environment active:: + + python docs/general/images/model_cookbook/make_figures.py + +Every PNG is written at ``width=14.0`` inches and DPI 100, so none exceeds the +1400 px width budget of the ``model-figures`` epic. + +Two families of figure are written: + +* the **cookbook stages** -- one per ``print(model.info)`` stage of + ``autolens_workspace/scripts/guides/modeling/cookbook.py``, plus the + ``Redshift Free`` and ``Solved Parameters`` stages, into this directory and + embedded by ``docs/general/model_cookbook.md``; +* the **acceptance trio** of the epic (the simple lens, the MGE + pixelized + source and the group-scale model), imported from + ``test_autolens/model_figure/lens_models.py`` so the docs and the acceptance + tests render the identical models. + +``docs/overview/images/overview_3/`` additionally receives the three feature +figures embedded by ``docs/overview/overview_3_features.md``. +""" + +import sys +from pathlib import Path + +import matplotlib + +matplotlib.use("Agg") + +REPO_ROOT = Path(__file__).resolve().parents[4] +sys.path.insert(0, str(REPO_ROOT)) +sys.path.insert(0, str(REPO_ROOT / "test_autolens" / "model_figure")) + +import autofit as af +import autolens as al + +import lens_models + +OUTPUT_PATH = Path(__file__).resolve().parent +OVERVIEW_PATH = REPO_ROOT / "docs" / "overview" / "images" / "overview_3" +WIDTH = 14.0 + + +def write(model, name: str, path: Path = OUTPUT_PATH, **kwargs): + """Render one model to ``.png`` in ``path``.""" + path.mkdir(parents=True, exist_ok=True) + + af.ModelPlotter(model).figure( + path=str(path), + filename=name, + format="png", + width=WIDTH, + **kwargs, + ) + print(f"wrote {path.name}/{name}.png") + + +# --------------------------------------------------------------------------- +# the cookbook stages -- `scripts/guides/modeling/cookbook.py` +# --------------------------------------------------------------------------- + + +def simple_lens(): + """``__Simple Lens Model__`` -- cookbook.py:53-82.""" + bulge = af.Model(al.lp_linear.Sersic) + mass = af.Model(al.mp.Isothermal) + + lens = af.Model(al.Galaxy, redshift=0.5, bulge=bulge, mass=mass) + + source = af.Model(al.Galaxy, redshift=1.0, bulge=al.lp_linear.SersicCore) + + return af.Collection(galaxies=af.Collection(lens=lens, source=source)) + + +def complex_lens(): + """``__More Complex Lens Models__`` -- cookbook.py:89-117.""" + bulge = af.Model(al.lp_linear.Sersic) + disk = af.Model(al.lp_linear.Exponential) + + mass = af.Model(al.mp.Isothermal) + shear = af.Model(al.mp.ExternalShear) + + lens = af.Model( + al.Galaxy, redshift=0.5, bulge=bulge, disk=disk, mass=mass, shear=shear + ) + + bulge = af.Model(al.lp_linear.SersicCore) + disk = af.Model(al.lp_linear.ExponentialCore) + + source = af.Model(al.Galaxy, redshift=1.0, bulge=bulge, disk=disk) + + return af.Collection(galaxies=af.Collection(lens=lens, source=source)) + + +def four_galaxies(): + """``__More Complex Lens Models__``, four galaxies -- cookbook.py:123-166.""" + lens_0 = af.Model( + al.Galaxy, + redshift=0.5, + bulge=af.Model(al.lp_linear.Sersic), + mass=af.Model(al.mp.Isothermal), + ) + lens_1 = af.Model( + al.Galaxy, + redshift=0.5, + bulge=af.Model(al.lp_linear.Sersic), + mass=af.Model(al.mp.Isothermal), + ) + source_0 = af.Model( + al.Galaxy, redshift=1.0, bulge=af.Model(al.lp_linear.SersicCore) + ) + source_1 = af.Model( + al.Galaxy, redshift=1.0, bulge=af.Model(al.lp_linear.SersicCore) + ) + + return af.Collection( + galaxies=af.Collection( + lens_0=lens_0, lens_1=lens_1, source_0=source_0, source_1=source_1 + ), + ) + + +def concise(): + """``__Concise API__`` -- cookbook.py:183-200.""" + lens = af.Model( + al.Galaxy, + redshift=0.5, + bulge=al.lp_linear.Sersic, + disk=al.lp_linear.Sersic, + mass=al.mp.Isothermal, + shear=al.mp.ExternalShear, + ) + + source = af.Model( + al.Galaxy, + redshift=1.0, + bulge=al.lp_linear.SersicCore, + disk=al.lp_linear.ExponentialCore, + ) + + return af.Collection(galaxies=af.Collection(lens=lens, source=source)) + + +def prior_custom(): + """``__Prior Customization__`` -- cookbook.py:221-256.""" + bulge = af.Model(al.lp_linear.Sersic) + bulge.sersic_index = af.TruncatedGaussianPrior( + mean=4.0, sigma=1.0, lower_limit=1.0, upper_limit=8.0 + ) + + mass = af.Model(al.mp.Isothermal) + mass.centre.centre_0 = af.TruncatedGaussianPrior( + mean=0.0, sigma=0.1, lower_limit=-0.5, upper_limit=0.5 + ) + mass.centre.centre_1 = af.TruncatedGaussianPrior( + mean=0.0, sigma=0.1, lower_limit=-0.5, upper_limit=0.5 + ) + mass.einstein_radius = af.UniformPrior(lower_limit=0.0, upper_limit=8.0) + + lens = af.Model(al.Galaxy, redshift=0.5, bulge=bulge, mass=mass) + + bulge = af.Model(al.lp_linear.SersicCore) + + source = af.Model(al.Galaxy, redshift=1.0, bulge=bulge) + source.effective_radius = af.TruncatedGaussianPrior( + mean=0.1, sigma=0.05, lower_limit=0.0, upper_limit=1.0 + ) + + return af.Collection(galaxies=af.Collection(lens=lens, source=source)) + + +def model_custom(): + """``__Model Customization__`` -- cookbook.py:263-319.""" + bulge = af.Model(al.lp_linear.Sersic) + disk = af.Model(al.lp_linear.Exponential) + + bulge.centre = disk.centre + bulge.sersic_index = 4.0 + + mass = af.Model(al.mp.Isothermal) + mass.centre.centre_0 = bulge.centre.centre_0 + 0.1 + mass.centre.centre_1 = bulge.centre.centre_1 + 0.1 + + shear = af.Model(al.mp.ExternalShear) + + lens = af.Model( + al.Galaxy, redshift=0.5, bulge=bulge, disk=disk, mass=mass, shear=shear + ) + + bulge = af.Model(al.lp_linear.SersicCore) + disk = af.Model(al.lp_linear.ExponentialCore) + + source = af.Model(al.Galaxy, redshift=1.0, bulge=bulge, disk=disk) + + model = af.Collection(galaxies=af.Collection(lens=lens, source=source)) + + model.add_assertion( + model.galaxies.lens.bulge.effective_radius + > model.galaxies.lens.disk.effective_radius + ) + model.add_assertion(model.galaxies.lens.mass.einstein_radius < 3.0) + + return model + + +def redshift_free(): + """``__Redshift Free__`` -- cookbook.py:327-329, brought into a full model.""" + redshift = af.Model(al.Redshift) + redshift.redshift = af.UniformPrior(lower_limit=0.0, upper_limit=2.0) + + lens = af.Model(al.Galaxy, redshift=redshift, mass=al.mp.Isothermal) + + source = af.Model(al.Galaxy, redshift=1.0, bulge=al.lp_linear.SersicCore) + + return af.Collection(galaxies=af.Collection(lens=lens, source=source)) + + +def solved_parameters(): + """ + ``__Solved Parameters__`` -- the three solved encodings in one model. + + A linear ``Sersic`` bulge (solved ``intensity``), a pixelized source (solved + ``reconstruction``, and a ``Delaunay`` mesh whose ``areas_factor`` is + ``missing``) and a ``PointSolved`` point source (solved ``centre``). + """ + lens = af.Model( + al.Galaxy, + redshift=0.5, + bulge=af.Model(al.lp_linear.Sersic), + mass=af.Model(al.mp.Isothermal), + ) + + pixelization = af.Model( + al.Pixelization, + mesh=af.Model(al.mesh.Delaunay, pixels=500, zeroed_pixels=0), + regularization=af.Model(al.reg.ConstantSplit), + ) + + source = af.Model(al.Galaxy, redshift=1.0, pixelization=pixelization) + + point_galaxy = af.Model(al.Galaxy, redshift=1.0, point=af.Model(al.ps.PointSolved)) + + return af.Collection( + galaxies=af.Collection(lens=lens, source=source, point_source=point_galaxy) + ) + + +# --------------------------------------------------------------------------- +# the overview_3 feature figures +# --------------------------------------------------------------------------- + + +def mge_overview(): + """The MGE lens light model of ``features/multi_gaussian_expansion/modeling.py``.""" + lens = af.Model( + al.Galaxy, + redshift=0.5, + bulge=lens_models.mge_basis(), + mass=af.Model(al.mp.Isothermal), + shear=af.Model(al.mp.ExternalShear), + ) + + source = af.Model(al.Galaxy, redshift=1.0, bulge=al.lp_linear.SersicCore) + + return af.Collection(galaxies=af.Collection(lens=lens, source=source)) + + +def pixelization_overview(): + """The pixelized source model of ``features/pixelization/modeling.py``:274-289.""" + mass = af.Model(al.mp.PowerLaw) + shear = af.Model(al.mp.ExternalShear) + + lens = af.Model(al.Galaxy, redshift=0.5, mass=mass, shear=shear) + + mesh = af.Model(al.mesh.RectangularBilinearAdaptDensity, shape=(30, 30)) + regularization = af.Model(al.reg.Constant) + + pixelization = af.Model(al.Pixelization, mesh=mesh, regularization=regularization) + + source = af.Model(al.Galaxy, redshift=1.0, pixelization=pixelization) + + return af.Collection(galaxies=af.Collection(lens=lens, source=source)) + + +def point_overview(): + """A point-source lens model -- an ``Isothermal`` lens and an ``al.ps.Point``.""" + lens = af.Model(al.Galaxy, redshift=0.5, mass=af.Model(al.mp.Isothermal)) + + source = af.Model(al.Galaxy, redshift=1.0, point_0=af.Model(al.ps.Point)) + + return af.Collection(galaxies=af.Collection(lens=lens, source=source)) + + +def main(): + write(simple_lens(), "simple_lens") + write(complex_lens(), "complex_lens") + write(four_galaxies(), "four_galaxies") + write(concise(), "concise") + write(prior_custom(), "prior_custom") + write(model_custom(), "model_custom") + write(redshift_free(), "redshift_free") + write(solved_parameters(), "solved_parameters") + + write(lens_models.simple_lens(), "acceptance_simple_lens") + 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Sersic light profile: ```python # Lens: -bulge = af.Model(al.lp.Sersic) +bulge = af.Model(al.lp_linear.Sersic) mass = af.Model(al.mp.Isothermal) lens = af.Model( @@ -28,9 +28,7 @@ lens = af.Model( # Source: -bulge = af.Model(al.lp.SersicCore) - -source = af.Model(al.Galaxy, redshift=1.0, bulge=bulge) +source = af.Model(al.Galaxy, redshift=1.0, bulge=al.lp_linear.SersicCore) # Overall Lens Model: @@ -39,9 +37,10 @@ model = af.Collection(galaxies=af.Collection(lens=lens, source=source)) The redshifts in the above model are used to determine which galaxy is the lens and which is the source. -The model `total_free_parameters` attribute which tells us the total number of free parameters (which are fitted for -via a non-linear search), which in this case is 19 (7 from the lens Sersic, 5 from the lens Isothermal and 7 from the -source Sersic). +The model `total_free_parameters` attribute tells us the total number of free parameters (which are fitted for +via a non-linear search), which in this case is 17 (6 from the lens `Sersic`, 5 from the lens `Isothermal` and 6 from +the source `SersicCore`). The `intensity` of each linear light profile is *not* one of them: it is solved for by the +inversion during every likelihood evaluation. ```python print(f"Model Total Free Parameters = {model.total_free_parameters}") @@ -56,39 +55,67 @@ print(model.info) This gives the following output: ```bash +Total Free Parameters = 17 + +model Collection (N=17) + galaxies Collection (N=17) + lens Galaxy (N=11) + bulge Sersic (N=6) + mass Isothermal (N=5) + source Galaxy (N=6) + bulge SersicCore (N=6) + galaxies lens - redshift 0.5 + redshift 0.5 bulge centre - centre_0 GaussianPrior, mean = 0.0, sigma = 0.3 - centre_1 GaussianPrior, mean = 0.0, sigma = 0.3 + centre_0 GaussianPrior [0], mean = 0.0, sigma = 0.3 + centre_1 GaussianPrior [1], mean = 0.0, sigma = 0.3 ell_comps - ell_comps_0 GaussianPrior, mean = 0.0, sigma = 0.5 - ell_comps_1 GaussianPrior, mean = 0.0, sigma = 0.5 - intensity LogUniformPrior, lower_limit = 1e-06, upper_limit = 1000000.0 - effective_radius UniformPrior, lower_limit = 0.0, upper_limit = 30.0 + ell_comps_0 TruncatedGaussianPrior [2], mean = 0.0, sigma = 0.3, lower_limit = -1.0, upper_limit = 1.0 + ell_comps_1 TruncatedGaussianPrior [3], mean = 0.0, sigma = 0.3, lower_limit = -1.0, upper_limit = 1.0 + effective_radius UniformPrior [4], lower_limit = 0.0, upper_limit = 30.0 + sersic_index UniformPrior [5], lower_limit = 0.8, upper_limit = 5.0 mass centre - centre_0 GaussianPrior, mean = 0.0, sigma = 0.1 - centre_1 GaussianPrior, mean = 0.0, sigma = 0.1 + centre_0 GaussianPrior [6], mean = 0.0, sigma = 0.1 + centre_1 GaussianPrior [7], mean = 0.0, sigma = 0.1 ell_comps - ell_comps_0 GaussianPrior, mean = 0.0, sigma = 0.3 - ell_comps_1 GaussianPrior, mean = 0.0, sigma = 0.3 - einstein_radius UniformPrior, lower_limit = 0.0, upper_limit = 8.0 + ell_comps_0 TruncatedGaussianPrior [8], mean = 0.0, sigma = 0.3, lower_limit = -1.0, upper_limit = 1.0 + ell_comps_1 TruncatedGaussianPrior [9], mean = 0.0, sigma = 0.3, lower_limit = -1.0, upper_limit = 1.0 + einstein_radius UniformPrior [10], lower_limit = 0.0, upper_limit = 8.0 source - redshift 1.0 - disk + redshift 1.0 + bulge centre - centre_0 GaussianPrior, mean = 0.0, sigma = 0.3 - centre_1 GaussianPrior, mean = 0.0, sigma = 0.3 + centre_0 GaussianPrior [11], mean = 0.0, sigma = 0.3 + centre_1 GaussianPrior [12], mean = 0.0, sigma = 0.3 ell_comps - ell_comps_0 GaussianPrior, mean = 0.0, sigma = 0.5 - ell_comps_1 GaussianPrior, mean = 0.0, sigma = 0.5 - intensity LogUniformPrior, lower_limit = 1e-06, upper_limit = 1000000.0 - effective_radius UniformPrior, lower_limit = 0.0, upper_limit = 30.0 + ell_comps_0 TruncatedGaussianPrior [13], mean = 0.0, sigma = 0.3, lower_limit = -1.0, upper_limit = 1.0 + ell_comps_1 TruncatedGaussianPrior [14], mean = 0.0, sigma = 0.3, lower_limit = -1.0, upper_limit = 1.0 + effective_radius UniformPrior [15], lower_limit = 0.0, upper_limit = 30.0 + sersic_index UniformPrior [16], lower_limit = 0.8, upper_limit = 5.0 + radius_break 0.025 + gamma 0.25 + alpha 3.0 +``` + +The same model can be drawn as a figure, which shows its structure at a glance: + +```python +af.ModelPlotter(model).figure() ``` +```{image} https://raw.githubusercontent.com/PyAutoLabs/PyAutoLens/main/docs/general/images/model_cookbook/simple_lens.png +:alt: The simple lens model, drawn as nested component cards with one pill per parameter. +:width: 600 +``` + +Every stage below prints `model.info` in the same way; from here on only the figure is shown, because the figure is +the quicker read of the two. The `Reading the Figure` section at the end of this cookbook explains what every element +of the figure means. + ## More Complex Lens Models The API above can be easily extended to compose lens models where each galaxy has multiple light or mass profiles: @@ -96,8 +123,8 @@ The API above can be easily extended to compose lens models where each galaxy ha ```python # Lens: -bulge = af.Model(al.lp.Sersic) -disk = af.Model(al.lp.Exponential) +bulge = af.Model(al.lp_linear.Sersic) +disk = af.Model(al.lp_linear.Exponential) mass = af.Model(al.mp.Isothermal) shear = af.Model(al.mp.ExternalShear) @@ -113,14 +140,21 @@ lens = af.Model( # Source: -bulge = af.Model(al.lp.SersicCore) -disk = af.Model(al.lp.Exponential) +bulge = af.Model(al.lp_linear.SersicCore) +disk = af.Model(al.lp_linear.ExponentialCore) source = af.Model(al.Galaxy, redshift=1.0, bulge=bulge, disk=disk) # Overall Lens Model: model = af.Collection(galaxies=af.Collection(lens=lens, source=source)) + +af.ModelPlotter(model).figure() +``` + +```{image} https://raw.githubusercontent.com/PyAutoLabs/PyAutoLens/main/docs/general/images/model_cookbook/complex_lens.png +:alt: A lens model whose lens and source galaxies each have a bulge and a disk, with an external shear. +:width: 600 ``` The use of the words `bulge`, `disk`, `mass` and `shear` above are arbitrary. They can be replaced with any name you @@ -129,7 +163,7 @@ like, e.g. `bulge_0`, `bulge_1`, `mass_0`, `mass_1`, and the model will still be The API can also be extended to compose lens models where there are multiple galaxies: ```python -bulge = af.Model(al.lp.Sersic) +bulge = af.Model(al.lp_linear.Sersic) mass = af.Model(al.mp.Isothermal) lens_0 = af.Model( @@ -139,7 +173,7 @@ lens_0 = af.Model( mass=mass, ) -bulge = af.Model(al.lp.Sersic) +bulge = af.Model(al.lp_linear.Sersic) mass = af.Model(al.mp.Isothermal) lens_1 = af.Model( @@ -151,13 +185,13 @@ lens_1 = af.Model( # Source 0: -bulge = af.Model(al.lp.SersicCore) +bulge = af.Model(al.lp_linear.SersicCore) source_0 = af.Model(al.Galaxy, redshift=1.0, bulge=bulge) # Source 1 : -bulge = af.Model(al.lp.SersicCore) +bulge = af.Model(al.lp_linear.SersicCore) source_1 = af.Model(al.Galaxy, redshift=1.0, bulge=bulge) @@ -171,10 +205,21 @@ model = af.Collection( source_1=source_1 ) ) + +af.ModelPlotter(model).figure() +``` + +```{image} https://raw.githubusercontent.com/PyAutoLabs/PyAutoLens/main/docs/general/images/model_cookbook/four_galaxies.png +:alt: A lens model with two lens galaxies and two source galaxies. +:width: 600 ``` +The two lens galaxies are identical in structure, and so are the two source galaxies, so the figure draws each pair +once inside a dashed plate badged `2 components` rather than drawing four cards. Their parameters are badged +`independent`: two separate priors with the same configuration, which is not the same thing as one shared prior. + The above lens model consists of only two planes (an image-plane and source-plane), but has four galaxies in total. -This is because the lens galaxies have the same redshift and the souece galaxies have the same redshift. +This is because the lens galaxies have the same redshift and the source galaxies have the same redshift. If we gave one of the lens galaxies a different redshift, it would be included in a third plane, and the model would perform multi-plane ray tracing when the model-fit is performed. @@ -191,8 +236,8 @@ removing the comments reading Lens / Source / Overall Lens Model to make the cod lens = af.Model( al.Galaxy, redshift=0.5, - bulge=al.lp.Sersic, - disk=al.lp.Sersic, + bulge=al.lp_linear.Sersic, + disk=al.lp_linear.Sersic, mass=al.mp.Isothermal, shear=al.mp.ExternalShear, ) @@ -200,27 +245,56 @@ lens = af.Model( source = af.Model( al.Galaxy, redshift=1.0, - bulge=al.lp.SersicCore, - disk=al.lp.Exponential + bulge=al.lp_linear.SersicCore, + disk=al.lp_linear.ExponentialCore, ) model = af.Collection(galaxies=af.Collection(lens=lens, source=source)) + +af.ModelPlotter(model).figure() ``` +```{image} https://raw.githubusercontent.com/PyAutoLabs/PyAutoLens/main/docs/general/images/model_cookbook/concise.png +:alt: The same lens and source model composed with the concise API. +:width: 600 +``` + +The concise API is a shorthand for writing a model, not a different model. Note that this stage gives the lens galaxy +a `Sersic` bulge *and* a `Sersic` disk, so the two collapse into a single dashed plate badged `2 components`: the +figure groups repeated sibling components rather than drawing two identical cards, and its `independent` badges say +that each of the two has its own priors rather than sharing one. + ## Prior Customization -We can customize the priors of the lens model component individual parameters as follows: +We can customize the priors of the lens model component individual parameters, using the following three types +of priors: + +`UniformPrior`: The values of a parameter are randomly drawn between a `lower_limit` and `upper_limit`. For example, +the effective radius of elliptical Sersic profiles typically assumes a uniform prior between 0.0" and 30.0". + +`LogUniformPrior`: Like a `UniformPrior` this randomly draws values between a `lower_limit` and `upper_limit`, but the +values are drawn from a distribution with base 10. This is used for the `intensity` of a light profile, as the +luminosity of galaxies follows a log10 distribution. + +`GaussianPrior`: The values of a parameter are randomly drawn from a Gaussian distribution with a `mean` and width +`sigma`. For example, the $y$ and $x$ centre values in a light profile typically assume a mean of 0.0" and a +sigma of 0.3", indicating that we expect the profile centre to be located near the centre of the image. ```python # Lens: -bulge = af.Model(al.lp.Sersic) -bulge.intensity = af.LogUniformPrior(lower_limit=1e-4, upper_limit=1e4) -bulge.sersic_index = af.GaussianPrior(mean=4.0, sigma=1.0, lower_limit=1.0, upper_limit=8.0) +bulge = af.Model(al.lp_linear.Sersic) +bulge.sersic_index = af.TruncatedGaussianPrior( + mean=4.0, sigma=1.0, lower_limit=1.0, upper_limit=8.0 +) mass = af.Model(al.mp.Isothermal) -mass.centre.centre_0 = af.GaussianPrior(mean=0.0, sigma=0.1, lower_limit=-0.5, upper_limit=0.5) -mass.centre.centre_1 = af.GaussianPrior(mean=0.0, sigma=0.1, lower_limit=-0.5, upper_limit=0.5) +mass.centre.centre_0 = af.TruncatedGaussianPrior( + mean=0.0, sigma=0.1, lower_limit=-0.5, upper_limit=0.5 +) +mass.centre.centre_1 = af.TruncatedGaussianPrior( + mean=0.0, sigma=0.1, lower_limit=-0.5, upper_limit=0.5 +) mass.einstein_radius = af.UniformPrior(lower_limit=0.0, upper_limit=8.0) lens = af.Model( @@ -232,16 +306,34 @@ lens = af.Model( # Source -bulge = af.Model(al.lp.Sersic) +bulge = af.Model(al.lp_linear.SersicCore) source = af.Model(al.Galaxy, redshift=1.0, bulge=bulge) -source.effective_radius = af.GaussianPrior(mean=0.1, sigma=0.05, lower_limit=0.0, upper_limit=1.0) +source.effective_radius = af.TruncatedGaussianPrior( + mean=0.1, sigma=0.05, lower_limit=0.0, upper_limit=1.0 +) # Overall Lens Model: model = af.Collection(galaxies=af.Collection(lens=lens, source=source)) + +af.ModelPlotter(model).figure() ``` +```{image} https://raw.githubusercontent.com/PyAutoLabs/PyAutoLens/main/docs/general/images/model_cookbook/prior_custom.png +:alt: A lens model whose sersic index, mass centre and einstein radius priors have been customized. +:width: 600 +``` + +Customizing a prior does not change a parameter's state — a parameter with a customized prior is still sampled — so +the map does not change when only the numbers do. Print `model.info`, or call +`af.ModelPlotter(model).figure(detail="priors")`, to read the prior on each parameter. + +The figure does show one thing the code above is easy to misread, though: the last line sets `effective_radius` on the +**source galaxy**, not on the source galaxy's `bulge`. A `Galaxy` accepts any attribute, so this adds a *new* free +`effective_radius` parameter to the `source · Galaxy` card, drawn above its `bulge` card, rather than overriding the +bulge's own prior. Writing `source.bulge.effective_radius = ...` is what customizes the bulge. + ## Model Customization We can customize the lens model parameters in a number of different ways, as shown below: @@ -249,8 +341,8 @@ We can customize the lens model parameters in a number of different ways, as sho ```python # Lens: -bulge = af.Model(al.lp.Sersic) -disk = af.Model(al.lp.Exponential) +bulge = af.Model(al.lp_linear.Sersic) +disk = af.Model(al.lp_linear.Exponential) # Parameter Pairing: Pair the centre of the bulge and disk together, reducing # the complexity of non-linear parameter space by N = 2 @@ -283,8 +375,8 @@ lens = af.Model( # Source: -bulge = af.Model(al.lp.SersicCore) -disk = af.Model(al.lp.Exponential) +bulge = af.Model(al.lp_linear.SersicCore) +disk = af.Model(al.lp_linear.ExponentialCore) source = af.Model(al.Galaxy, redshift=1.0, bulge=bulge, disk=disk) @@ -294,13 +386,30 @@ model = af.Collection(galaxies=af.Collection(lens=lens, source=source)) # Assert that the effective radius of the bulge is larger than that of the disk. # (Assertions can only be added at the end of model composition, after all components -# have been bright together in a `Collection`. +# have been brought together in a `Collection`. model.add_assertion(model.galaxies.lens.bulge.effective_radius > model.galaxies.lens.disk.effective_radius) # Assert that the Einstein Radius is below 3.0": model.add_assertion(model.galaxies.lens.mass.einstein_radius < 3.0) + +af.ModelPlotter(model).figure() +``` + +```{image} https://raw.githubusercontent.com/PyAutoLabs/PyAutoLens/main/docs/general/images/model_cookbook/model_custom.png +:alt: A customized lens model showing a paired centre, a fixed sersic index, offset relations and two assertions. +:width: 600 ``` +This is the stage where the figure earns its keep: the paired `centre` is drawn once on its owner badged +`shared x2`, with a blue link from the `disk` that reuses it (`-> bulge.centre`); the fixed `sersic_index` is a grey +pill; and each assertion is drawn as a compact dashed-orange label naming both of its operands, rather than as a line +traced across the figure. + +The two offset `centre` components of the mass profile are a `relation`, and a relation on a *scalar* parameter is +drawn with its defining expression on the pill (the galaxy cookbook's `effective_radius` offset shows this). A +relation on one component of a **tuple** parameter such as `centre` is not yet annotated on the tuple's single pill, +so the mass `centre` above is drawn as an ordinary sampled pill; `model.info` is the place to read it. + ## Redshift Free The redshift of a galaxy can be treated as a free parameter in the model-fit by using the following API: @@ -314,8 +423,23 @@ lens = af.Model( redshift=redshift, mass=al.mp.Isothermal ) + +source = af.Model(al.Galaxy, redshift=1.0, bulge=al.lp_linear.SersicCore) + +model = af.Collection(galaxies=af.Collection(lens=lens, source=source)) + +af.ModelPlotter(model).figure() ``` +```{image} https://raw.githubusercontent.com/PyAutoLabs/PyAutoLens/main/docs/general/images/model_cookbook/redshift_free.png +:alt: A lens model whose lens galaxy redshift is a free parameter, drawn as an ordinary pill on the galaxy card. +:width: 600 +``` + +A free redshift is an ordinary sampled parameter, so it is drawn as an ordinary pill on the galaxy's card. A *fixed* +redshift is not drawn as a pill at all: it is printed under the galaxy's header as `redshift = 1.0`, which is the one +number the figure shows on the map rather than in the legend. The source galaxy above shows this. + The model-fit will automatically enable multi-plane ray tracing and alter the ordering of the planes depending on the redshifts of the galaxies. @@ -324,9 +448,96 @@ impact the model-fit. You should therefore never make the redshifts free if you system. This is because lensing calculations can be defined in arc-second coordinates, which do not change as a function of redshift. -Redshifts should be made free when modeling three or more planes, as the mulit-plane ray-tracing calculations have an +Redshifts should be made free when modeling three or more planes, as the multi-plane ray-tracing calculations have an obvious dependence on the redshifts of the galaxies which could be inferred by the model-fit. +## Solved Parameters + +Some parameters of a lens model are neither sampled by the non-linear search nor fixed by the user: they are **solved +for during the fit**, at every likelihood evaluation. The model below contains all three of them: + +```python +# Lens: a linear light profile, whose `intensity` is solved for by the inversion. + +lens = af.Model( + al.Galaxy, + redshift=0.5, + bulge=af.Model(al.lp_linear.Sersic), + mass=af.Model(al.mp.Isothermal), +) + +# Source: a pixelization, whose source `reconstruction` is solved for by the inversion. + +pixelization = af.Model( + al.Pixelization, + mesh=af.Model(al.mesh.Delaunay, pixels=500, zeroed_pixels=0), + regularization=af.Model(al.reg.ConstantSplit), +) + +source = af.Model(al.Galaxy, redshift=1.0, pixelization=pixelization) + +# Point source: a `PointSolved`, whose `centre` is solved for analytically. + +point_source = af.Model(al.Galaxy, redshift=1.0, point=af.Model(al.ps.PointSolved)) + +model = af.Collection( + galaxies=af.Collection(lens=lens, source=source, point_source=point_source) +) + +af.ModelPlotter(model).figure() +``` + +```{image} https://raw.githubusercontent.com/PyAutoLabs/PyAutoLens/main/docs/general/images/model_cookbook/solved_parameters.png +:alt: A lens model showing the three solved parameters and one missing configuration value. +:width: 600 +``` + +Three parameters in the figure carry a dashed `solved` pill: + +- the `intensity` of every linear light profile (`al.lp_linear.*`, and every member of an `al.lp_basis.Basis` built + from them), which the inversion solves for by linear algebra. A `Basis` declares no solved amplitude of its own: + the solved intensities belong to its member profiles, one per member. +- the `reconstruction` of an `al.Pixelization`, which is the solved surface brightness of every source pixel. The only + sampled parameters of a pixelization are its regularization coefficients. +- the `centre` of an `al.ps.PointSolved`, which is solved for analytically by the `*Solved` point-source fit classes. + Without the annotation this component would look like an empty box; `al.ps.Point`, by contrast, samples its centre + and draws an ordinary free `centre` pill. + +**These three have no counterpart in `model.info` at all.** They are additional information the figure supplies, which +is why they are drawn dashed and named in the legend as *solved during fitting*, and why the figure's footer counts +them separately from the sampled parameters. + +A fourth pill in the figure reads `areas_factor · missing`. That is a different thing again: `areas_factor` is a +parameter of the `Delaunay` mesh for which no prior is configured, so the model cannot be fitted until one is supplied +(via `config/priors` or by setting it in the script). It is **unset configuration** — not solved, and not absent from +the model. Absence from the figure would read as absence from the model, so `missing` is a state of its own. + +## Reading the Figure + +The figure is the **map**; `model.info` is the **legend**. The map shows the shape of the model — which components +contain which, which parameters are shared, fixed, related or solved — and the legend gives the numbers: the prior on +every parameter, and the exact value of every fixed one. + +The correspondence between them is an explicit contract: + +> Every displayed model element resolves to its corresponding path or grouped paths in `model.info`; every omission and +> every added annotation (`solved`, `missing`) is explicit. + +It is deliberately **not** a line-for-line correspondence, because the two group the model differently: + +> The figure partitions **by component**: the MGE model shows two `30 components` plates, split because each basis +> holds its own `ell_comps` pair. `model.info` groups **per parameter**: it prints a single `0 - 59` block for +> `centre` spanning both figure plates, two separate ellipticity blocks, and individual `sigma` blocks. + +Two further reading notes: + +- The background tints follow **nesting depth only**. They are decorative: they help you see which card sits inside + which, and they carry no information about the class family of a component. A light profile, a mass profile and a + pixelization at the same depth are tinted identically. +- A plate badge reads `30 components` and means repetition; a parameter badge reads `shared across group` and means + one prior reused. These are different statements, so they never share a symbol. A grey `fixed, varies by member` + pill means every member has its own fixed value, not one value common to all. + ## Available Model Components The light profiles, mass profiles and other components that can be used for lens modeling are given at the following @@ -404,9 +615,25 @@ for i, (centre, luminosity) in enumerate(zip(centres, luminosities)): members on scaling relations) but change the source strategy: many point-source multiple-image position datasets, each at its own redshift, fitted via ``AnalysisPoint``. +The full group-scale composition — one main lens galaxy with an external shear, a `SersicCore` source and one +extra galaxy per detected group member, each with a `SersicSph` light profile and a `dPIEMassSph` mass profile whose +`centre` is fixed to its measured position — is the script +`autolens_workspace/scripts/group/modeling.py`. Drawn as a figure, with eight extra galaxies, it looks like this: + +```{image} https://raw.githubusercontent.com/PyAutoLabs/PyAutoLens/main/docs/general/images/model_cookbook/acceptance_group_scale.png +:alt: A group-scale lens model, whose eight extra galaxies collapse into a single plate of eight components. +:width: 600 +``` + +The eight extra galaxies are identical in structure, so the figure draws them once inside a dashed plate badged +`8 components` rather than eight times. Their `centre` pills read `fixed, varies by member` — each galaxy has its own +fixed centre, not one centre common to all — and their `sigma` priors are badged `independent`, because eight separate +priors with the same configuration is not the same thing as one shared prior. + The following example notebooks show each regime's full model composition: + @@ -416,6 +643,17 @@ The following example notebooks show each regime's full model composition: Features such as the Multi Gaussian Expansion (MGE) and shapelets compose models consisting of 50 - 500+ light profiles. +An MGE lens light model of 2 x 30 linear Gaussians, fitted alongside a pixelized source, draws like this: + +```{image} https://raw.githubusercontent.com/PyAutoLabs/PyAutoLens/main/docs/general/images/model_cookbook/acceptance_mge_pixelized.png +:alt: An MGE lens light model of two bases of thirty linear Gaussians, with a pixelized Delaunay source. +:width: 600 +``` + +The 60 Gaussians collapse into two plates of `30 components`, split because each basis holds its own `ell_comps` +pair while all 60 share one `centre`. Every member's `intensity` is `solved`, the source's `reconstruction` is +`solved`, and the mesh's unconfigured `areas_factor` is `missing`. + The following example notebooks show how to compose and fit these models: diff --git a/docs/overview/images/overview_3/mge_model.png b/docs/overview/images/overview_3/mge_model.png new file mode 100644 index 0000000000000000000000000000000000000000..68e89668ffad564fe285854dc0b4867a972537b1 GIT binary patch literal 108779 zcmdSBbyU_{6fOE80xG29JfEdtWr-Tl^w zhjZ?I>TemAh+g1*r=}=L} z*Iw9nY9EhcvY2hR(AT%lmo#Qp$dsd{JpX8M2s>chI{%mSulu4j=l{^s7wh)?^v|b1 zJkav|3rg#hyV2)ge2V`6$00Zz3EjoT7yZcjL=q)R1PqNP()uk-%<%5D5ALw3ePV4L8Xst-j9sO9j+&v{!^^;>?JfB)oU=l%u>0k zsTs^^K^^hym!*TpT}n!!Mk|T#Xg(6()Km<9ezm@QrEADfKxB$|_#;F@Li+&M^=sGe zi)FnHWT2%bk(ZxcR80PR0}|5<3m2xGtKip56ybZEPReU%@7P@VaF?geN>y7D1}7oQ zA@IfDXNCV}`TT!%9t@C0Cz0^l-lKXRGJU*DqgKSd*!%WLQ=qP5zTU7^y3F|_c(G$R zV3?N8_slw9zkdA^7MwnvxEb;e`X)C3o= zR*r~=tzCl)C973XBeqtC{nyqGzR)WNjEyy0F8uPHZjmQY8vRqSI1fhz(|SmiT3+f+ 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z0T~02>oJ`CmN+H@D#OR_?iWhY(;w#ttVH`+3!l9sB!h`z_pkf*$+3G9s)&NSw99C$ zB})R>(T^$7Mui5-S+!hA)V5?G*8>M1^8<=Pz0lg0Q0MzzB2^U+#3(`-v0JM#B&{2t zs!wVS%EAoh^<*E17-Qfr);GUvgZf$G-a_DoaPpfJ0j4@z_5(yDC%7ePKk6mo;=pvQ z?XCLG*IctDP_Z$5F z4cF2bj&M5!*N+wRZ91Hs-ZSFa@G}$QEGJ67#B!mvS7;a4-TjEi`PWZU7DuV)jKoW9 zq`rMbeJ5M-Y657q)#gH;4F+rQrdD~C?X()j!Fk$ML585?n5$L)`7>n>s>X*(YF1zQ zMyfX<^TKJ{TzXl_BmU0}+kx8E7(YkCecIV1Rrj_FOjo_uom(w|RWv|Gz-q3}F*$t2 z8CG{3MpVM`tTgkw?-KN%ppVx8bLIQYe=HII", header[16:24]) + + +# --------------------------------------------------------------------------- +# (a) the simple lens +# --------------------------------------------------------------------------- + + +def test__simple_lens__six_cards_in_model_info_order(): + model = lens_models.simple_lens() + + presentation = af.ModelPlotter(model).presentation() + + component_titles = [ + card.title for card in cards_of(presentation) if card.kind == "model" + ] + + assert component_titles == [ + "lens · Galaxy", + "bulge · Sersic", + "mass · Isothermal", + "shear · ExternalShear", + "source · Galaxy", + "bulge · SersicCore", + ] + + +def test__simple_lens__counts(): + model = lens_models.simple_lens() + + spec = af.GraphSpec.from_model(model) + + # 8 components = the six drawn cards plus the root `Collection` and the + # `galaxies` `Collection` frame, which are nodes of the tree too. + assert spec.counts["components"] == 8 + assert spec.counts["unique_sampled_scalars"] == model.prior_count == 21 + assert spec.counts["shared_priors"] == 0 + assert spec.counts["solved"] == 0 + assert spec.counts["missing"] == 0 + # `SersicCore`'s `radius_break`, `gamma` and `alpha`, and the two redshifts. + assert spec.counts["fixed_leaf_slots"] == 5 + + +# --------------------------------------------------------------------------- +# (b) the MGE lens light + pixelized source +# --------------------------------------------------------------------------- + + +@pytest.fixture(name="mge_spec", scope="module") +def make_mge_spec(): + return af.GraphSpec.from_model(lens_models.mge_pixelized()) + + +def test__mge__two_plates_of_thirty_split_on_ell_comps(mge_spec): + plates = [node for node in plates_of(mge_spec) if node.plate.count == 30] + + assert len(plates) == 2 + + # The two plates exist *because* each basis holds its own `ell_comps` pair: + # the shared `centre` priors are carried by all 60 members and so cannot + # discriminate, while the `ell_comps` priors differ between the bases. + ell_comps_ids = { + tuple( + component.prior_id + for row in plate.rows + if row.name == "ell_comps" + for component in row.components + ) + for plate in plates + } + + assert len(ell_comps_ids) == 2 + + +def test__mge__every_member_intensity_is_solved(mge_spec): + plates = [node for node in plates_of(mge_spec) if node.plate.count == 30] + + for plate in plates: + intensity = next(row for row in plate.rows if row.name == "intensity") + + assert intensity.sampling == "solved" + assert intensity.in_model_info is False + + +def test__mge__basis_itself_declares_no_solved_intensity(mge_spec): + basis = next(node for node in walk_nodes(mge_spec.root) if node.cls_name == "Basis") + + assert [row.name for row in basis.rows if row.name == "intensity"] == [] + + +def test__mge__shared_centre_is_badged_on_its_owner(): + model = lens_models.mge_pixelized() + + presentation = af.ModelPlotter(model).presentation() + + badges = { + pill.badge + for card in cards_of(presentation) + for pill in card.pills + if pill.text.startswith("centre") and pill.badge is not None + } + + assert "shared across group" in badges + + +def test__mge__areas_factor_is_missing_on_the_mesh(mge_spec): + row = rows_of(mge_spec)["galaxies.source.pixelization.mesh.areas_factor"] + + assert row.sampling == "missing" + assert row.prior_cls_name == "ConfigException" + + +def test__mge__reconstruction_is_solved_on_the_pixelization_card(): + model = lens_models.mge_pixelized() + + presentation = af.ModelPlotter(model).presentation() + + card = card_of(presentation, "galaxies/source/pixelization") + pill = pill_named(card, "reconstruction") + + assert pill is not None + assert pill.state == "solved" + assert pill.text == "reconstruction · solved" + + +def test__mge__counts(mge_spec): + model = lens_models.mge_pixelized() + + assert mge_spec.counts["unique_sampled_scalars"] == model.prior_count == 14 + # epic target: 16 unique sampled scalars. The epic measured the phase-1 + # structural double, whose source was a `Sersic` (7 priors); this model's + # source is pixelized, so its only sampled parameter is the `ConstantSplit` + # coefficient (1 prior). 13 lens priors + 1 = 14. + assert mge_spec.counts["components"] == 13 + assert mge_spec.counts["components_raw"] == 71 + assert mge_spec.counts["plates"] == 2 + # `centre_0`, `centre_1`, and each basis's own `ell_comps` pair. + assert mge_spec.counts["shared_priors"] == 6 + assert mge_spec.counts["fixed_leaf_slots"] == 64 + # 60 member intensities plus the source reconstruction. + assert mge_spec.counts["solved"] == 61 + # `Delaunay.areas_factor`, which has no prior configured. + assert mge_spec.counts["missing"] == 1 + + +# --------------------------------------------------------------------------- +# (e) the group-scale model +# --------------------------------------------------------------------------- + + +@pytest.fixture(name="group_spec", scope="module") +def make_group_spec(): + return af.GraphSpec.from_model(lens_models.group_scale()) + + +def test__group__one_plate_of_eight(group_spec): + plates = plates_of(group_spec) + + assert len(plates) == 1 + assert plates[0].plate.count == 8 + + +def test__group__member_centres_are_fixed_and_vary_by_member(): + model = lens_models.group_scale() + + presentation = af.ModelPlotter(model).presentation() + + texts = [pill.text for pill in presentation.pills()] + + assert "centre · fixed, varies by member" in texts + + +def test__group__member_sigma_priors_are_independent(): + model = lens_models.group_scale() + + presentation = af.ModelPlotter(model).presentation() + + sigma = [pill for pill in presentation.pills() if pill.text.startswith("sigma")] + + assert sigma + assert any(pill.badge == "independent" for pill in sigma) + + +def test__group__counts(group_spec): + model = lens_models.group_scale() + + assert group_spec.counts["unique_sampled_scalars"] == model.prior_count == 69 + assert group_spec.counts["components"] == 12 + assert group_spec.counts["components_raw"] == 33 + assert group_spec.counts["plates"] == 1 + assert group_spec.counts["shared_priors"] == 0 + # Eight extra galaxies x (fixed centre pair + r_core, r_cut, the two + # redshifts, H0, Om0) plus the main lens and source redshifts. + assert group_spec.counts["fixed_leaf_slots"] == 77 + assert group_spec.counts["solved"] == 0 + assert group_spec.counts["missing"] == 0 + + +# --------------------------------------------------------------------------- +# the renders +# --------------------------------------------------------------------------- + + +@pytest.mark.parametrize( + "builder, filename", + [ + (lens_models.simple_lens, "acceptance_simple_lens"), + (lens_models.mge_pixelized, "acceptance_mge_pixelized"), + (lens_models.group_scale, "acceptance_group_scale"), + ], +) +def test__renders_inside_the_width_budget(builder, filename, tmp_path): + af.ModelPlotter(builder()).figure( + path=str(tmp_path), filename=filename, format="png", width=14.0 + ) + + png = tmp_path / f"{filename}.png" + + assert png.exists() + + width, _ = png_size(png) + + assert width <= 1400 + + +@pytest.mark.parametrize( + "builder", + [lens_models.simple_lens, lens_models.mge_pixelized, lens_models.group_scale], +) +def test__layout_is_identical_across_two_builds_of_the_same_model(builder): + first = af.ModelPlotter(builder()).layout(width=14.0).to_dict() + second = af.ModelPlotter(builder()).layout(width=14.0).to_dict() + + assert first == second From dbd3806efa8926fe9a94769546dc56b9116a8ad7 Mon Sep 17 00:00:00 2001 From: Jammy2211 Date: Fri, 11 Sep 2026 11:28:05 -0400 Subject: [PATCH 2/2] docs: note that areas_factor is missing only under the library default config (PyAutoLens#736) autolens_workspace configures it as a constant 0.5, so the same model drawn from the workspace shows a fixed pill rather than the red missing pill. Co-Authored-By: Claude Fable 5.1 Claude-Session: https://claude.ai/code/session_0178yLU9v19GtACcRPFggjGa --- docs/general/model_cookbook.md | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/docs/general/model_cookbook.md b/docs/general/model_cookbook.md index f4729b3861..ed04a951d6 100644 --- a/docs/general/model_cookbook.md +++ b/docs/general/model_cookbook.md @@ -512,6 +512,11 @@ parameter of the `Delaunay` mesh for which no prior is configured, so the model (via `config/priors` or by setting it in the script). It is **unset configuration** — not solved, and not absent from the model. Absence from the figure would read as absence from the model, so `missing` is a state of its own. +The red pill above reflects PyAutoLens' own default configuration, which ships no prior for `areas_factor`. The +`autolens_workspace` supplies one in `config/priors/mesh/delaunay.yaml`, as a constant `0.5`, so the same code run from +the workspace draws an ordinary grey fixed pill instead: `missing` is what you see when your own configuration has a +gap. + ## Reading the Figure The figure is the **map**; `model.info` is the **legend**. The map shows the shape of the model — which components

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