From 1d1ed7093384b57256249b733f6acca2093227a0 Mon Sep 17 00:00:00 2001 From: Juan Cruz Fortunatti Date: Sat, 19 Sep 2026 17:24:12 +0200 Subject: [PATCH 01/14] feat(nebula-lab): acquire the VST Omega Centauri reference image --- .gitignore | 3 +++ .../lab/src/cli/commands/acquire-images.ts | 21 ++++++++++++++--- labs/nebula/sources/lmc-smash-full.webp.json | 2 +- .../sources/omega-centauri-vst.webp.json | 23 +++++++++++++++++++ labs/nebula/sources/reference-images.json | 18 +++++++++++++++ labs/nebula/sources/smc-smash-full.webp.json | 2 +- 6 files changed, 64 insertions(+), 5 deletions(-) create mode 100644 labs/nebula/sources/omega-centauri-vst.webp.json diff --git a/.gitignore b/.gitignore index 4d0d756284..e1dca8c700 100644 --- a/.gitignore +++ b/.gitignore @@ -211,6 +211,9 @@ src/objects/*/source/**/*.bpc # the accepted bytes instead of replaying them (`--verify-replay` still can). /labs/nebula/models/*/candidates/prepared/*.webp /labs/nebula/models/*/clouds-observation/source/target.png +# Reference derivatives rebuilt by `acquire-images` from the hash-pinned publisher TIFF in the ignored cache. +# Their `.webp.json` sidecars stay tracked: the pins and the interpretation are the record, the pixels are not. +/labs/nebula/sources/*.webp # Reacquirable distant-world paper originals; acquisition recipes pin exact bytes. /src/objects/oumuamua/source/reference/*.html /src/objects/sedna/source/reference/*.html diff --git a/labs/nebula/packages/lab/src/cli/commands/acquire-images.ts b/labs/nebula/packages/lab/src/cli/commands/acquire-images.ts index a00a43db95..40102bd63e 100644 --- a/labs/nebula/packages/lab/src/cli/commands/acquire-images.ts +++ b/labs/nebula/packages/lab/src/cli/commands/acquire-images.ts @@ -12,8 +12,14 @@ interface ReferenceImageRecipe { schema: 'cssearth-lab-reference-images@1'; images: { id: string; url: string; sha256: string; bytes: number; width: number; height: number; publisherUrl: string; credit: string; license: string; - output: { path: string; quality: number; effort: number; sha256: string } }[]; + // `resizeWidth` is for a source libwebp cannot encode at native size: the VST Omega Centauri mosaic + // (14540px of a crowded star field) overflows the encoder at every quality, while 8192px encodes. It only + // ever reduces, and the recorded interpretation states the reduction, so a downscale is never silent. + output: { path: string; quality: number; effort: number; sha256: string; resizeWidth?: number } }[]; } +/** sharp reports the sample type; a provenance record states the bit depth a reader recognises. */ +const DEPTH_WORDS: Record = { uchar: '8-bit', ushort: '16-bit', ufloat: '32-bit float', float: '32-bit float' }; + async function hash(path: string) { const digest = createHash('sha256'); for await (const part of createReadStream(path)) digest.update(part); @@ -42,12 +48,21 @@ for (const image of recipe.images) { if (metadata.width !== image.width || metadata.height !== image.height) throw new Error(`Reference dimensions differ: ${image.id}`); const output = resolve(image.output.path); await mkdir(dirname(output), { recursive: true }); - await sharp(original).rotate().toColourspace('srgb').removeAlpha() + const resizeWidth = image.output.resizeWidth; + if (resizeWidth !== undefined && !(Number.isInteger(resizeWidth) && resizeWidth > 0 && resizeWidth < image.width)) { + throw new TypeError(`Reference resizeWidth must be a positive integer below the native width: ${image.id}`); + } + const pipe = sharp(original).rotate().toColourspace('srgb').removeAlpha(); + await (resizeWidth === undefined ? pipe : pipe.resize({ width: resizeWidth })) .webp({ quality: image.output.quality, effort: image.output.effort }).toFile(`${output}.part`); if (await hash(`${output}.part`) !== image.output.sha256) throw new Error(`Reference derivative pin differs: ${image.id}`); await rename(`${output}.part`, output); await writeFile(`${output}.json`, JSON.stringify({ schema: 'cssearth-lab-reference-image@1', source: image, - interpretation: 'Full spatial resolution, converted from publisher 16-bit TIFF to 8-bit sRGB WebP. Lossy display reference; no crop or resize. Original TIFF remains in the ignored cache.', + interpretation: `Converted from the publisher's ${DEPTH_WORDS[metadata.depth ?? ''] ?? `${metadata.depth ?? 'unknown'}-sample`} TIFF to 8-bit sRGB WebP. Lossy display reference; never cropped.${ + resizeWidth === undefined + ? ' Full spatial resolution: not resized.' + : ` Reduced from ${image.width}px to ${resizeWidth}px wide because libwebp cannot encode this source at native size; measure angular scale from the recorded native dimensions, not from this file.` + } Original TIFF remains in the ignored cache.`, outputBytes: (await stat(output)).size }, null, 2) + '\n'); console.log(`REFERENCE_READY ${image.id}: ${image.width}x${image.height}, ${image.output.path}`); } diff --git a/labs/nebula/sources/lmc-smash-full.webp.json b/labs/nebula/sources/lmc-smash-full.webp.json index c1f7238d40..e85b3fd5bc 100644 --- a/labs/nebula/sources/lmc-smash-full.webp.json +++ b/labs/nebula/sources/lmc-smash-full.webp.json @@ -17,6 +17,6 @@ "sha256": "7e29b020ac5de2634a909d9b1adc45eea8ca482dd5681464448b1fe26afbbcd0" } }, - "interpretation": "Full spatial resolution, converted from publisher 16-bit TIFF to 8-bit sRGB WebP. Lossy display reference; no crop or resize. Original TIFF remains in the ignored cache.", + "interpretation": "Converted from the publisher's 16-bit TIFF to 8-bit sRGB WebP. Lossy display reference; never cropped. Full spatial resolution: not resized. Original TIFF remains in the ignored cache.", "outputBytes": 28128434 } diff --git a/labs/nebula/sources/omega-centauri-vst.webp.json b/labs/nebula/sources/omega-centauri-vst.webp.json new file mode 100644 index 0000000000..03b949abfb --- /dev/null +++ b/labs/nebula/sources/omega-centauri-vst.webp.json @@ -0,0 +1,23 @@ +{ + "schema": "cssearth-lab-reference-image@1", + "source": { + "id": "eso1119b", + "url": "https://cdn.eso.org/images/original/eso1119b.tif", + "sha256": "8df2e2ad462b9dc5b7437320fb2c6fd247c11746b4b2ffd3da95846b9083cad6", + "bytes": 555370438, + "width": 14540, + "height": 14540, + "publisherUrl": "https://www.eso.org/public/images/eso1119b/", + "credit": "ESO/INAF-VST/OmegaCAM. Acknowledgement: A. Grado, L. Limatola/INAF-Capodimonte Observatory", + "license": "CC-BY-4.0", + "output": { + "path": "labs/nebula/sources/omega-centauri-vst.webp", + "quality": 92, + "effort": 5, + "resizeWidth": 8192, + "sha256": "6e30ef43b59f2ca3a8ac076bc7f2e9b1da801b9665df027feb5e3018f331a1a8" + } + }, + "interpretation": "Converted from the publisher's 8-bit TIFF to 8-bit sRGB WebP. Lossy display reference; never cropped. Reduced from 14540px to 8192px wide because libwebp cannot encode this source at native size; measure angular scale from the recorded native dimensions, not from this file. Original TIFF remains in the ignored cache.", + "outputBytes": 20914012 +} diff --git a/labs/nebula/sources/reference-images.json b/labs/nebula/sources/reference-images.json index d1b6d9f9f5..088e5db935 100644 --- a/labs/nebula/sources/reference-images.json +++ b/labs/nebula/sources/reference-images.json @@ -34,6 +34,24 @@ "effort": 5, "sha256": "3ed2fd1ae7729b860f00d2bd7d0c13b6a05f81c8d66e587e626cc4e2bac92698" } + }, + { + "id": "eso1119b", + "url": "https://cdn.eso.org/images/original/eso1119b.tif", + "sha256": "8df2e2ad462b9dc5b7437320fb2c6fd247c11746b4b2ffd3da95846b9083cad6", + "bytes": 555370438, + "width": 14540, + "height": 14540, + "publisherUrl": "https://www.eso.org/public/images/eso1119b/", + "credit": "ESO/INAF-VST/OmegaCAM. Acknowledgement: A. Grado, L. Limatola/INAF-Capodimonte Observatory", + "license": "CC-BY-4.0", + "output": { + "path": "labs/nebula/sources/omega-centauri-vst.webp", + "quality": 92, + "effort": 5, + "resizeWidth": 8192, + "sha256": "6e30ef43b59f2ca3a8ac076bc7f2e9b1da801b9665df027feb5e3018f331a1a8" + } } ] } diff --git a/labs/nebula/sources/smc-smash-full.webp.json b/labs/nebula/sources/smc-smash-full.webp.json index 8b2fb57973..bd31817107 100644 --- a/labs/nebula/sources/smc-smash-full.webp.json +++ b/labs/nebula/sources/smc-smash-full.webp.json @@ -17,6 +17,6 @@ "sha256": "3ed2fd1ae7729b860f00d2bd7d0c13b6a05f81c8d66e587e626cc4e2bac92698" } }, - "interpretation": "Full spatial resolution, converted from publisher 16-bit TIFF to 8-bit sRGB WebP. Lossy display reference; no crop or resize. Original TIFF remains in the ignored cache.", + "interpretation": "Converted from the publisher's 16-bit TIFF to 8-bit sRGB WebP. Lossy display reference; never cropped. Full spatial resolution: not resized. Original TIFF remains in the ignored cache.", "outputBytes": 7072836 } From 5522930950af4e09e7ae7eebe729dd39617ea040 Mon Sep 17 00:00:00 2001 From: Juan Cruz Fortunatti Date: Sat, 19 Sep 2026 17:36:47 +0200 Subject: [PATCH 02/14] docs(nebula-lab): evidence-ledger and Abel-inverted profile for Omega Centauri, baking blocked --- labs/nebula/models/omega-centauri/README.md | 157 +++++++ .../omega-centauri/king-abel-derivation.mjs | 129 ++++++ .../omega-centauri/king-abel-profile.json | 430 ++++++++++++++++++ .../omega-centauri/physical-evidence.json | 190 ++++++++ .../models/omega-centauri/registration.json | 26 ++ 5 files changed, 932 insertions(+) create mode 100644 labs/nebula/models/omega-centauri/README.md create mode 100644 labs/nebula/models/omega-centauri/king-abel-derivation.mjs create mode 100644 labs/nebula/models/omega-centauri/king-abel-profile.json create mode 100644 labs/nebula/models/omega-centauri/physical-evidence.json create mode 100644 labs/nebula/models/omega-centauri/registration.json diff --git a/labs/nebula/models/omega-centauri/README.md b/labs/nebula/models/omega-centauri/README.md new file mode 100644 index 0000000000..720af8d5f7 --- /dev/null +++ b/labs/nebula/models/omega-centauri/README.md @@ -0,0 +1,157 @@ +# Omega Centauri (NGC 5139) + +Status: **evidence, registration check and a derived spherical emissivity profile only. +No baked volumetric result exists yet.** Baking is blocked by a lab-tooling gap, recorded +below and in `physical-evidence.json` (`no-3d-baking-baseline`). This is not a subject +registered in `subjects.json`: the project contract forbids fabricating a fallback scene, +and there is no prepared object here for the app to mount. + +## What this object is + +Omega Centauri is a globular cluster (~10 million stars, no diffuse gas). The lab's scope +explicitly covers it ("the globulars were nebulae until telescopes resolved their stars"), +baking its **integrated starlight** as an emission field because PolyCSS cannot render 10 +million point sources. Any future viewer-facing label must call this integrated light, never +resolved stars. + +**Star removal was not run and must not be run.** NOX star removal deletes stars as +contamination; here the stars are the entire emission. This recipe uses the same +explicit preservation treatment the skill already applies to non-stellar sources +(`AGENTS.md`, "Never erase a pulsar, wind knot or radio filament through stellar +removal"): the registered image is used directly as the diffuse input, with zero +extracted stellar residual, and that status is recorded rather than hidden. + +## Source image + +`eso1119b`, ESO VST/OmegaCAM, optical G/R/I (480/625/770 nm), native 14540x14540 px over +50.88' x 50.88' (0.2099"/px), CC BY 4.0, credit ESO/INAF-VST/OmegaCAM (A. Grado, L. +Limatola/INAF-Capodimonte Observatory). Already acquired and hash-pinned via +`labs/nebula/sources/reference-images.json`; libwebp cannot encode the 14540px original for +this crowded field at any quality, so the checked-in derivative is an 8192px-wide, 0.373"/px +WebP (`labs/nebula/sources/omega-centauri-vst.webp`). Angular scale must always be measured +from the native dimensions, never the derivative. + +## Registration (`registration.json`) + +The publisher's stated pointing center (RA 13:26:47.27, Dec -47:28:46.34, fetched live from +the ESO image page) agrees with the independently catalogued NGC 5139 center from SIMBAD (RA +13:26:47.28, Dec -47:28:46.1, ref 2010AJ....140.1830G) to 0.24 arcsec -- sub-pixel at the +native 0.21"/px scale. This is a whole-field pointing check, not a matched-star homography fit +against an external catalogue; no per-star astrometric residuals were computed in this +session, so the skill's full registration gate (METHOD.md step 2) is only partially satisfied. + +## Method choice + +The skill's method table (`nebula-lab/SKILL.md`) has five entries. The distinguishing fact +for this object is a **measured radial structural profile under an assumption of spherical +symmetry**, which is a different evidence shape than every other configured object: + +- **Repaint** and **fixed-density finite region** are legacy/superseded and, like the + simulation-guided path below, are only implemented against an existing N-body particle + simulation (Magellanic Cloud only). +- **Axial symmetry** (Wenger tomography) fits an inclined, expanding, axisymmetric shell -- + the planetary-nebula geometry. Omega Centauri has no polar axis, no expansion, and is + (to first order) spherical, not axisymmetric-with-inclination. Using this method would + transfer M2-9's shell/expansion machinery onto an unrelated object, which the skill + forbids. +- **Sampled / compiler** (`docs/sampled-volumes.md`) is the closest-sounding match ("qualified + spatial tables, symmetry ... constrains real 3D structure from measurements"), but its only + implementation (`packages/lab/src/server/workflows/sampled-prior/compile.ts`) hard-codes a + two-component `ejecta`/`pwn` (pulsar-wind-nebula) mixture and torus/jet/ellipsoid analytic + terms. That is Crab-specific physics, not a generic point-table loader; forcing a globular + cluster through it would be exactly the "transfer another object's shell" mistake the skill + warns against. +- **Two-scale finite emission** (`simulation-guided-finite-emission@1`) is named as "the + current default for clouds and galaxies" and its own description -- `gain(x,y) x + prior(x,y,z)`, broad shape from a prior, detail fitted from the image -- is the correct + physical shape for this object: a spherically symmetric, radially declining light + distribution (the prior) recoloured and detailed by the actual photograph (the image). This + is the method I chose. + +**Why sphericity is the right assumption to make explicit, and Abel inversion is the right +tool:** for a spherically symmetric source, the projected (2D) surface-brightness profile +determines the 3D emissivity uniquely via the Abel transform -- no extra depth assumption is +needed, unlike every other object in this lab where an image alone cannot see depth. The real, +measured departure from that assumption is Omega Centauri's flattening (ellipticity +~0.08-0.19 depending on radius and source, White & Shawl 1987 and later work; it rotates). +That flattening, not an invented shell or expansion law, is the honest limitation carried +through this recipe. + +## The derived profile (`king-abel-profile.json`, `king-abel-derivation.mjs`) + +1. Adopted the single-mass King (1962) empirical projected-density law as the profile family + (`physical-evidence.json` id `king-profile-family`). +2. Fixed its core radius to the measured 3D core radius, 4.54 pc (approximation A -- no + independent photometric King fit for Omega Centauri was located in this session, so the 3D + and projected core radii are treated as equal). +3. Solved for the concentration (`rt/rc`) so the profile's projected half-light radius equals + 0.75 x the measured 3D half-mass radius, 0.75 x 10.42 = 7.815 pc (approximation B, a + standard projected/3D half-light scaling of the Wolf et al. 2010 type). This gives + `rt/rc = 10.221` (`log10 c = 1.01`), tidal radius 46.4 pc. +4. Abel-inverted the resulting `Sigma(R)` numerically (`rho(r) = -(1/pi) integral_r^rt + dSigma/dR / sqrt(R^2-r^2) dR`, via the standard `R = sqrt(r^2+u^2)` substitution) on a + 201-point radial grid. Convergence was checked at 2,000/8,000/32,000/128,000 quadrature + points per radius; the tabulated 20,000-point values agree with the 128,000-point values to + better than 6 significant figures everywhere sampled. +5. Result: a centrally peaked, monotonically declining relative emissivity (1 at r=0, 0.32 at + the core radius, 0.070 at the half-mass radius, ~0 by the tidal radius). See the table for + the full 201-point radius/emissivity pair list. + +This profile is classified `published-model` in the evidence ledger: it is a deterministic, +non-object-specific mathematical consequence of measured/published structural numbers plus a +standard textbook profile family, not an authored shape. The two approximations that fix its +two free parameters (A and B above) are each individually flagged `authored`/`published-model` +and are small compared to the sphericity assumption itself. + +## What is authored, and what could not be sourced + +- **Authored:** treating the 3D core radius as the projected core radius (approximation A); + using the Wolf-type 0.75 projected/3D half-light ratio instead of an Omega-Centauri-specific + value (approximation B); the display-only peak normalization of the emissivity table. +- **Could not source in this session:** an independent photometric King-model fit (projected + core radius, concentration) specific to Omega Centauri -- I did not find or fetch one, so I + built the profile from the given 3D structural radii instead of overriding them with an + authored concentration value. I also did not re-fetch the Baumgardt & Hilker (2018) or + Baumgardt et al. (2021) papers themselves; their quoted numbers are taken from the task brief + and were not independently re-derived from primary tables. +- Total mass, M/L and central velocity dispersion are recorded in the ledger but unused by this + light-only recipe; they matter for the mass-segregation caveat (light and mass radii can + differ) but are not needed to bake a display emission field. + +## Why there is no baked result (the blocker) + +The two-scale method's only current implementation +(`packages/lab/src/cli/commands/simulation-guided-reconstruction.ts`) requires a `baselineId`: +a pre-existing, completed `.local/nebula-lab/reconstructions/` fixed-density reconstruction. +Producing that baseline requires the subject to already carry a `density`-type configuration +(`subject.density.overlays` and `.processingPlan`, checked in +`server/services/density-reconstruction.ts`), which in turn is only ever built from an N-body +stellar-particle simulation via `prepare-full-density.ts` (its recipe format is Magellanic +Cloud-simulation-specific: paper-frame rotation, MW center subtraction, a centered-particle +`.f32` file). No such simulation exists, or should be authored, for a globular cluster -- +inventing an N-body model of Omega Centauri to satisfy this dependency would be exactly the +kind of fabricated evidence the skill forbids. + +The `sampled-prior` compiler path is Crab-specific (see Method choice above) and the +general-purpose `compile-nebula` image-only compiler does not currently accept a +spherically-symmetric radial-profile depth scaffold at all -- only an image-only isotropic +halo tied to the image's own second moment (which would silently discard this profile), a +velocity scaffold, or an irregular height-surface recipe (Orion/Carina's illuminated-front +geometry, also the wrong shape for a sphere). + +Closing this gap needs either (a) a small, generic addition to the two-scale path so an +analytic/tabulated spherical prior can supply its own frame/bounds without an N-body baseline, +or (b) a new compiler depth-scaffold kind for a measured radial profile. Both are new lab +capabilities, which this task's brief explicitly excluded ("No new tools"). I stopped here +rather than either fabricating a baseline simulation or forcing this profile through a +mismatched schema. + +## Known problems + +- No baked reconstruction, hence no front/oblique/side inspection and no X/Z or Y/Z handoff + check could be performed. +- Registration is a whole-field pointing check only, not a matched-star fit. +- Sphericity is known to be wrong at the ~10-20% flattening level; this profile cannot + represent that. +- The King concentration was solved from two 3D dynamical-model radii via an approximate + projected/3D scaling, not fit directly to photometry. diff --git a/labs/nebula/models/omega-centauri/king-abel-derivation.mjs b/labs/nebula/models/omega-centauri/king-abel-derivation.mjs new file mode 100644 index 0000000000..c07673e1dc --- /dev/null +++ b/labs/nebula/models/omega-centauri/king-abel-derivation.mjs @@ -0,0 +1,129 @@ +// Derive a spherically symmetric 3D emissivity profile for Omega Centauri (NGC 5139) by +// Abel-inverting a single-mass King (1962) projected surface-density profile whose two shape +// parameters are fixed from measured/published-model structural radii (Baumgardt & Hilker 2018). +// +// This is a data-preparation script, not lab reconstruction code: it produces a small evidence +// table (radius, 3D emissivity) that a future baking capability would consume. All approximations +// used are stated explicitly and carried into physical-evidence.json. + +const rc = 4.54; // pc, measured 3D King core radius (Baumgardt & Hilker 2018 / Baumgardt et al. 2021) +const rh3D = 10.42; // pc, measured 3D half-mass radius (same source) + +// Approximation A (authored): treat the empirical King (1962) projected-profile core radius as +// equal to the measured 3D core radius. This is the standard simplification used when only 3D +// structural radii (not a separate photometric King fit) are available. +// +// Approximation B (published-model): projected half-light radius ~= 0.75 x 3D half-mass radius, +// a well known approximate relation for a broad family of dynamical models (Wolf et al. 2010; +// Spitzer 1987 discusses the same order-unity ratio). +const projectedHalfLightTarget = 0.75 * rh3D; // pc + +function sigmaShape(Rpc, q) { + // King (1962) empirical surface-density shape (unnormalized): [ (1+x^2)^-1/2 - (1+q^2)^-1/2 ]^2 + const x = Rpc / rc; + if (x >= q) return 0; + const g = 1 / Math.sqrt(1 + q * q); + const f = 1 / Math.sqrt(1 + x * x) - g; + return f > 0 ? f * f : 0; +} + +function dSigmaShape_dR(Rpc, q) { + const x = Rpc / rc; + if (x >= q) return 0; + const g = 1 / Math.sqrt(1 + q * q); + const inv = 1 / Math.sqrt(1 + x * x); + const f = inv - g; + if (f <= 0) return 0; + const dfdx = -x * inv * inv * inv; // d/dx (1+x^2)^-1/2 + const dfdR = dfdx / rc; + return 2 * f * dfdR; +} + +function projectedHalfLightRadius(q) { + const rt = q * rc; + const N = 4000, dR = rt / N; + let cum = 0; + const cumArr = new Float64Array(N + 1); + for (let i = 0; i <= N; i++) { + const R = i * dR; + cumArr[i] = cum; + // trapezoid increment for next step (Simpson-lite via midpoint refinement) + const Rm = R + dR / 2; + const mid = Rm <= rt ? sigmaShape(Rm, q) * Rm : 0; + cum += mid * dR; // midpoint rule increment for integral of Sigma(R) * 2piR dR (2pi cancels in ratio) + } + const total = cum; + const target = total / 2; + for (let i = 0; i < N; i++) { + if (cumArr[i] <= target && cumArr[i + 1] >= target) { + const t = (target - cumArr[i]) / (cumArr[i + 1] - cumArr[i] || 1); + return (i + t) * dR; + } + } + return rt; +} + +// Solve for q = rt/rc via bisection so the projected half-light radius matches the target. +let lo = 1.05, hi = 60; +for (let iter = 0; iter < 80; iter++) { + const mid = (lo + hi) / 2; + const rHalf = projectedHalfLightRadius(mid); + if (rHalf < projectedHalfLightTarget) lo = mid; else hi = mid; +} +const q = (lo + hi) / 2; +const rt = q * rc; +const achievedHalf = projectedHalfLightRadius(q); +console.error(JSON.stringify({ q, concentrationLog10: Math.log10(q), rt_pc: rt, achievedProjectedHalfLight_pc: achievedHalf, targetProjectedHalfLight_pc: projectedHalfLightTarget })); + +// Abel inversion via the r^2+u^2 substitution: rho(r) = -(1/pi) * integral_0^sqrt(rt^2-r^2) Sigma'(R(u)) du +function rho(r) { + if (r >= rt) return 0; + const uMax = Math.sqrt(rt * rt - r * r); + const N = 20000, du = uMax / N; + let acc = 0; + for (let i = 0; i < N; i++) { + const u = (i + 0.5) * du; + const R = Math.sqrt(r * r + u * u); + acc += (dSigmaShape_dR(R, q) / R) * du; + } + return -acc / Math.PI; +} + +function rhoN(r, N) { + if (r >= rt) return 0; + const uMax = Math.sqrt(rt * rt - r * r), du = uMax / N; let acc = 0; + for (let i = 0; i < N; i++) { const u = (i + 0.5) * du; const R = Math.sqrt(r * r + u * u); acc += (dSigmaShape_dR(R, q) / R) * du; } + return -acc / Math.PI; +} +for (const N of [2000, 8000, 32000, 128000]) { + console.error('convergence N=', N, 'rho(0.01)=', rhoN(0.01, N), 'rho(0.5)=', rhoN(0.5, N), 'rho(1.16)=', rhoN(1.16, N), 'rho(2)=', rhoN(2, N), 'rho(4.54)=', rhoN(4.54, N), 'rho(10)=', rhoN(10, N)); +} + +const NR = 200; +const table = []; +let peak = 0; +for (let i = 0; i <= NR; i++) { + const r = (i / NR) * rt; + const v = Math.max(0, rho(r)); + peak = Math.max(peak, v); + table.push(v); +} +const normalized = table.map(v => v / peak); + +const output = { + schema: 'omega-centauri-king-abel-profile@1', + description: 'Spherically symmetric 3D relative emissivity vs radius, Abel-inverted from a single-mass King (1962) projected surface-density shape.', + parameters: { + coreRadiusPc: rc, halfMassRadiusPc3D: rh3D, projectedHalfLightTargetPc: projectedHalfLightTarget, + solvedConcentrationRtOverRc: q, solvedConcentrationLog10: Math.log10(q), tidalRadiusPc: rt, + achievedProjectedHalfLightPc: achievedHalf + }, + approximations: [ + 'A: projected (2D) King core radius set equal to the measured 3D core radius (authored simplification; no independent photometric King fit was located for this recipe).', + 'B: projected half-light radius = 0.75 x 3D half-mass radius (Wolf et al. 2010-type relation; published-model, not object-specific).' + ], + radialSamples: NR + 1, + radiusPc: Array.from({ length: NR + 1 }, (_, i) => (i / NR) * rt), + relativeEmissivity: normalized +}; +console.log(JSON.stringify(output)); diff --git a/labs/nebula/models/omega-centauri/king-abel-profile.json b/labs/nebula/models/omega-centauri/king-abel-profile.json new file mode 100644 index 0000000000..22222c661c --- /dev/null +++ b/labs/nebula/models/omega-centauri/king-abel-profile.json @@ -0,0 +1,430 @@ +{ + "schema": "cssearth-omega-centauri-king-abel-profile@1", + "evidenceId": "abel-inverted-emissivity", + "description": "Spherically symmetric 3D relative emissivity vs radius, Abel-inverted from a single-mass King (1962) projected surface-density shape.", + "derivation": "Single-mass King (1962) projected surface-density law, Sigma(R) = k[(1+(R/rc)^2)^-1/2 - (1+(rt/rc)^2)^-1/2]^2, deprojected via the standard Abel-inversion identity rho(r) = -(1/pi) * integral_r^rt (dSigma/dR) / sqrt(R^2-r^2) dR, evaluated numerically with a 20000-point midpoint quadrature per radius (verified convergent to 6+ significant figures against 2000/8000/32000/128000-point runs).", + "parameters": { + "coreRadiusPc": 4.54, + "halfMassRadiusPc3D": 10.42, + "projectedHalfLightTargetPc": 7.8149999999999995, + "solvedConcentrationRtOverRc": 10.221389884084143, + "solvedConcentrationLog10": 1.0095099543062203, + "tidalRadiusPc": 46.40511007374201, + "achievedProjectedHalfLightPc": 7.814999999999999 + }, + "approximations": [ + "A: projected (2D) King core radius set equal to the measured 3D core radius (authored simplification; no independent photometric King fit was located for this recipe).", + "B: projected half-light radius = 0.75 x 3D half-mass radius (Wolf et al. 2010-type relation; published-model, not object-specific)." + ], + "radialSamples": 201, + "units": { + "radiusPc": "parsec from cluster center", + "relativeEmissivity": "peak-normalized to 1 at r=0; unitless display light, not calibrated luminosity or density" + }, + "radiusPc": [ + 0, + 0.232026, + 0.464051, + 0.696077, + 0.928102, + 1.160128, + 1.392153, + 1.624179, + 1.856204, + 2.08823, + 2.320256, + 2.552281, + 2.784307, + 3.016332, + 3.248358, + 3.480383, + 3.712409, + 3.944434, + 4.17646, + 4.408485, + 4.640511, + 4.872537, + 5.104562, + 5.336588, + 5.568613, + 5.800639, + 6.032664, + 6.26469, + 6.496715, + 6.728741, + 6.960767, + 7.192792, + 7.424818, + 7.656843, + 7.888869, + 8.120894, + 8.35292, + 8.584945, + 8.816971, + 9.048996, + 9.281022, + 9.513048, + 9.745073, + 9.977099, + 10.209124, + 10.44115, + 10.673175, + 10.905201, + 11.137226, + 11.369252, + 11.601278, + 11.833303, + 12.065329, + 12.297354, + 12.52938, + 12.761405, + 12.993431, + 13.225456, + 13.457482, + 13.689507, + 13.921533, + 14.153559, + 14.385584, + 14.61761, + 14.849635, + 15.081661, + 15.313686, + 15.545712, + 15.777737, + 16.009763, + 16.241789, + 16.473814, + 16.70584, + 16.937865, + 17.169891, + 17.401916, + 17.633942, + 17.865967, + 18.097993, + 18.330018, + 18.562044, + 18.79407, + 19.026095, + 19.258121, + 19.490146, + 19.722172, + 19.954197, + 20.186223, + 20.418248, + 20.650274, + 20.8823, + 21.114325, + 21.346351, + 21.578376, + 21.810402, + 22.042427, + 22.274453, + 22.506478, + 22.738504, + 22.970529, + 23.202555, + 23.434581, + 23.666606, + 23.898632, + 24.130657, + 24.362683, + 24.594708, + 24.826734, + 25.058759, + 25.290785, + 25.522811, + 25.754836, + 25.986862, + 26.218887, + 26.450913, + 26.682938, + 26.914964, + 27.146989, + 27.379015, + 27.61104, + 27.843066, + 28.075092, + 28.307117, + 28.539143, + 28.771168, + 29.003194, + 29.235219, + 29.467245, + 29.69927, + 29.931296, + 30.163322, + 30.395347, + 30.627373, + 30.859398, + 31.091424, + 31.323449, + 31.555475, + 31.7875, + 32.019526, + 32.251552, + 32.483577, + 32.715603, + 32.947628, + 33.179654, + 33.411679, + 33.643705, + 33.87573, + 34.107756, + 34.339781, + 34.571807, + 34.803833, + 35.035858, + 35.267884, + 35.499909, + 35.731935, + 35.96396, + 36.195986, + 36.428011, + 36.660037, + 36.892063, + 37.124088, + 37.356114, + 37.588139, + 37.820165, + 38.05219, + 38.284216, + 38.516241, + 38.748267, + 38.980292, + 39.212318, + 39.444344, + 39.676369, + 39.908395, + 40.14042, + 40.372446, + 40.604471, + 40.836497, + 41.068522, + 41.300548, + 41.532574, + 41.764599, + 41.996625, + 42.22865, + 42.460676, + 42.692701, + 42.924727, + 43.156752, + 43.388778, + 43.620803, + 43.852829, + 44.084855, + 44.31688, + 44.548906, + 44.780931, + 45.012957, + 45.244982, + 45.477008, + 45.709033, + 45.941059, + 46.173085, + 46.40511 + ], + "relativeEmissivity": [ + 1, + 0.995912, + 0.983808, + 0.964158, + 0.937698, + 0.905366, + 0.868236, + 0.827436, + 0.784084, + 0.73923, + 0.693814, + 0.648643, + 0.604381, + 0.561547, + 0.520527, + 0.481589, + 0.444898, + 0.410537, + 0.378521, + 0.348816, + 0.321349, + 0.296021, + 0.272717, + 0.251313, + 0.231678, + 0.213683, + 0.197201, + 0.182111, + 0.168296, + 0.155649, + 0.144069, + 0.133462, + 0.123741, + 0.114828, + 0.106651, + 0.099143, + 0.092246, + 0.085903, + 0.080067, + 0.074691, + 0.069736, + 0.065164, + 0.060942, + 0.05704, + 0.053431, + 0.050089, + 0.046992, + 0.044119, + 0.041452, + 0.038974, + 0.03667, + 0.034526, + 0.032528, + 0.030666, + 0.028929, + 0.027307, + 0.025791, + 0.024373, + 0.023047, + 0.021804, + 0.02064, + 0.019548, + 0.018523, + 0.01756, + 0.016656, + 0.015805, + 0.015005, + 0.014251, + 0.013541, + 0.012872, + 0.01224, + 0.011644, + 0.011082, + 0.01055, + 0.010047, + 0.009572, + 0.009122, + 0.008696, + 0.008293, + 0.007911, + 0.007548, + 0.007204, + 0.006878, + 0.006568, + 0.006274, + 0.005994, + 0.005728, + 0.005476, + 0.005235, + 0.005006, + 0.004788, + 0.004581, + 0.004383, + 0.004195, + 0.004015, + 0.003844, + 0.00368, + 0.003524, + 0.003375, + 0.003233, + 0.003097, + 0.002967, + 0.002843, + 0.002724, + 0.002611, + 0.002502, + 0.002399, + 0.002299, + 0.002204, + 0.002113, + 0.002026, + 0.001942, + 0.001862, + 0.001786, + 0.001712, + 0.001642, + 0.001574, + 0.001509, + 0.001447, + 0.001387, + 0.00133, + 0.001275, + 0.001222, + 0.001172, + 0.001123, + 0.001077, + 0.001032, + 0.000989, + 0.000947, + 0.000908, + 0.000869, + 0.000833, + 0.000797, + 0.000763, + 0.000731, + 0.000699, + 0.000669, + 0.00064, + 0.000612, + 0.000586, + 0.00056, + 0.000535, + 0.000511, + 0.000488, + 0.000466, + 0.000445, + 0.000425, + 0.000405, + 0.000386, + 0.000368, + 0.000351, + 0.000334, + 0.000318, + 0.000302, + 0.000287, + 0.000273, + 0.000259, + 0.000246, + 0.000233, + 0.000221, + 0.000209, + 0.000198, + 0.000187, + 0.000177, + 0.000167, + 0.000157, + 0.000148, + 0.000139, + 0.00013, + 0.000122, + 0.000115, + 0.000107, + 0.0001, + 9.3e-05, + 8.7e-05, + 8e-05, + 7.4e-05, + 6.9e-05, + 6.3e-05, + 5.8e-05, + 5.3e-05, + 4.8e-05, + 4.4e-05, + 4e-05, + 3.6e-05, + 3.2e-05, + 2.8e-05, + 2.5e-05, + 2.2e-05, + 1.9e-05, + 1.6e-05, + 1.4e-05, + 1.1e-05, + 9e-06, + 7e-06, + 5e-06, + 4e-06, + 2e-06, + 1e-06, + 0.0, + 0 + ] +} \ No newline at end of file diff --git a/labs/nebula/models/omega-centauri/physical-evidence.json b/labs/nebula/models/omega-centauri/physical-evidence.json new file mode 100644 index 0000000000..2fa0859e7c --- /dev/null +++ b/labs/nebula/models/omega-centauri/physical-evidence.json @@ -0,0 +1,190 @@ +{ + "schema": "cssearth-nebula-physical-evidence@1", + "subjectId": "omega-centauri", + "asOf": "2026-09-19", + "status": "Evidence ledger and a derived spherical emissivity profile only. No baked reconstruction exists; see README.md for the blocked baking stage.", + "parameterClasses": { + "observed": "measured observable or metadata", + "published-model": "conditional literature inference, including a value we derived from measured inputs via a standard, non-object-specific mathematical relation", + "authored": "our transport, display, or approximation choice" + }, + "coordinateRule": "Common tangent frame: x west, y north, z away from Earth; centered on the SIMBAD/publisher-agreed cluster center.", + "sources": [ + { + "id": "baumgardt-hilker-2018", + "title": "A catalogue of masses, structural parameters, and velocity dispersion profiles of 112 Milky Way globular clusters", + "url": "https://doi.org/10.1093/mnras/sty1057", + "locator": "NGC 5139 row: core radius, half-mass radius, total mass, M/L, central velocity dispersion", + "access": "Cited from the task brief and cross-referenced against the author's public globular-cluster parameter tables (https://people.smp.uq.edu.au/HolgerBaumgardt/globular/); the paper PDF itself was not downloaded in this session, so its exact table values are not independently re-derived here." + }, + { + "id": "baumgardt-2021-distances", + "title": "Baumgardt et al. (2021) globular cluster distances", + "url": "https://people.smp.uq.edu.au/HolgerBaumgardt/globular/", + "locator": "NGC 5139 distance entry", + "access": "Cited from the task brief; not independently re-fetched in this session." + }, + { + "id": "simbad-ngc5139", + "title": "SIMBAD astronomical database, NGC 5139", + "url": "https://simbad.cds.unistra.fr/simbad/sim-id?Ident=NGC+5139", + "locator": "J2000 ICRS coordinates, reference 2010AJ....140.1830G", + "access": "Fetched live in this session; RA 13:26:47.28, Dec -47:28:46.1." + }, + { + "id": "eso1119b-publisher", + "title": "ESO/INAF-VST OmegaCAM image eso1119b", + "url": "https://www.eso.org/public/images/eso1119b/", + "locator": "Field of view, pixel scale, pointing center, orientation", + "access": "Fetched live in this session; pointing center RA 13:26:47.27, Dec -47:28:46.34; 50.88 x 50.88 arcmin; north 0.0 degrees left of vertical; already acquired/hash-pinned per labs/nebula/sources/reference-images.json (id eso1119b)." + }, + { + "id": "white-shawl-1987", + "title": "White & Shawl 1987, ellipticities of Galactic globular clusters", + "url": "https://ui.adsabs.harvard.edu/abs/1987ApJ...317..246W", + "locator": "Omega Centauri flattening measurement", + "access": "Cited from the task brief and corroborated by secondary literature search in this session; the paper PDF was not downloaded, and published ellipticity for Omega Cen varies with radius across the literature (roughly 0.08 in the core to ~0.17-0.19 in the outskirts)." + }, + { + "id": "king-1962", + "title": "King 1962, The structure of star clusters I: an empirical density law", + "url": "https://ui.adsabs.harvard.edu/abs/1962AJ.....67..471K", + "locator": "Empirical projected surface-density formula used as the profile family", + "access": "Standard, widely reproduced closed-form formula; used from memory, not refetched." + }, + { + "id": "wolf-2010", + "title": "Wolf et al. 2010, accurate masses for dispersion-supported galaxies", + "url": "https://doi.org/10.1111/j.1365-2966.2009.15708.x", + "locator": "Approximate relation between projected half-light radius and 3D half-mass radius for a broad family of density profiles", + "access": "Cited from general knowledge of the standard result, not refetched; used here only to fix one shape parameter, see evidence id projected-half-light-approx." + } + ], + "evidence": [ + { + "id": "distance", + "classification": "observed", + "sourceIds": ["baumgardt-2021-distances"], + "quantity": "heliocentric distance", + "value": { "distancePc": 5430, "uncertaintyPc": 50 }, + "unit": "pc", + "scope": "Whole cluster", + "limitations": "Not independently re-verified against the primary table in this session; taken as given and used only for angular-to-physical scale conversion." + }, + { + "id": "total-mass", + "classification": "published-model", + "sourceIds": ["baumgardt-hilker-2018"], + "quantity": "total dynamical mass", + "value": { "massSolar": 3.94e6 }, + "unit": "solar masses", + "scope": "Whole cluster", + "limitations": "N-body/dynamical-model mass, not directly used by the light-emissivity profile in this recipe; recorded for completeness and for the mass-segregation limitation below." + }, + { + "id": "half-mass-radius", + "classification": "published-model", + "sourceIds": ["baumgardt-hilker-2018"], + "quantity": "3D half-mass radius", + "value": { "radiusPc": 10.42 }, + "unit": "pc", + "scope": "Whole cluster, dynamical model fit", + "limitations": "This is a 3D mass radius from a dynamical model, not a directly observed projected quantity. Used here (via an approximate projected/3D scaling, see projected-half-light-approx) to fix the King concentration of a separately assumed *light* profile; mass and light radii can differ under mass segregation." + }, + { + "id": "core-radius", + "classification": "published-model", + "sourceIds": ["baumgardt-hilker-2018"], + "quantity": "3D King core radius", + "value": { "radiusPc": 4.54 }, + "unit": "pc", + "scope": "Whole cluster, dynamical model fit", + "limitations": "Used as an approximation for the projected King core radius (approximation A in king-abel-profile.json); no independent photometric King fit for this specific radius was located in this session." + }, + { + "id": "mass-to-light", + "classification": "observed", + "sourceIds": ["baumgardt-hilker-2018"], + "quantity": "V-band mass-to-light ratio", + "value": { "mOverLvSolar": 2.8, "uncertainty": 0.1 }, + "unit": "Msun/Lsun (V)", + "scope": "Whole cluster", + "limitations": "Recorded for completeness; not used to scale the recipe's relative emissivity, which is unitless display light, not calibrated luminosity." + }, + { + "id": "central-velocity-dispersion", + "classification": "observed", + "sourceIds": ["baumgardt-hilker-2018"], + "quantity": "central velocity dispersion", + "value": { "sigmaKmS": 18.1 }, + "unit": "km/s", + "scope": "Cluster center", + "limitations": "Kinematic evidence, not used in this image/light recipe; recorded because it is part of the measured structural package and could support a future kinematic cross-check." + }, + { + "id": "ellipticity", + "classification": "observed", + "sourceIds": ["white-shawl-1987"], + "quantity": "projected flattening 1 - b/a", + "value": { "ellipticityApprox": 0.17 }, + "unit": "dimensionless", + "scope": "Whole cluster; varies with radius across the literature (roughly 0.08 core to ~0.19 outskirts)", + "limitations": "This is the primary evidence AGAINST the sphericity assumption used everywhere else in this ledger. Omega Centauri is a measurably flattened, rotating cluster; every quantity below that assumes spherical symmetry is only a first-order approximation to its real triaxial/oblate shape." + }, + { + "id": "cluster-center-agreement", + "classification": "observed", + "sourceIds": ["simbad-ngc5139", "eso1119b-publisher"], + "quantity": "publisher pointing center vs. independent catalogue position", + "value": { + "simbadRaDec": ["13:26:47.28", "-47:28:46.1"], + "publisherRaDec": ["13:26:47.27", "-47:28:46.34"], + "separationArcsec": 0.24, + "nativePixelScaleArcsecPerPx": 0.21 + }, + "unit": "arcsec", + "scope": "Whole-image registration check", + "limitations": "This confirms the publisher WCS center matches the independently catalogued cluster center to sub-pixel accuracy (0.24 arcsec vs. 0.21 arcsec/px). It is a whole-field sanity check, not a star-by-star astrometric fit against an external catalogue (e.g. Gaia); no such per-star fit was performed in this session." + }, + { + "id": "king-profile-family", + "classification": "published-model", + "sourceIds": ["king-1962"], + "quantity": "single-mass empirical projected surface-density law", + "value": { "formula": "Sigma(R) proportional to [ (1+(R/rc)^2)^-1/2 - (1+(rt/rc)^2)^-1/2 ]^2 for R <= rt" }, + "unit": "n/a", + "scope": "Adopted profile family for the projected light distribution", + "limitations": "Standard single-mass isotropic empirical law; Omega Centauri has multiple stellar populations and measurable rotation/flattening that a single-mass spherical King law does not capture." + }, + { + "id": "projected-half-light-approx", + "classification": "published-model", + "sourceIds": ["wolf-2010"], + "quantity": "projected half-light radius as a fraction of the 3D half-mass radius", + "value": { "factor": 0.75 }, + "unit": "dimensionless", + "scope": "Used once, to convert the measured 3D half-mass radius into a target projected half-light radius for solving the King concentration", + "limitations": "This factor is an approximate, broadly-applicable result for centrally concentrated dispersion-supported systems, not a value measured for Omega Centauri specifically." + }, + { + "id": "abel-inverted-emissivity", + "classification": "published-model", + "sourceIds": ["king-1962", "wolf-2010"], + "quantity": "spherically symmetric 3D relative emissivity vs. radius, derived by Abel-inverting the fitted King projected profile", + "value": { "path": "labs/nebula/models/omega-centauri/king-abel-profile.json" }, + "unit": "relative (peak-normalized)", + "scope": "0 to the solved tidal radius (46.4 pc)", + "limitations": "Deterministic consequence of assumed spherical symmetry plus the King profile family and its two fixed shape parameters (approximations A and B recorded in king-abel-profile.json). It is not a released, independently measured 3D point table; it is our own Abel-inversion computation from measured/published-model inputs. The single strongest physical limitation is sphericity itself: Omega Centauri's true ellipticity (~0.08-0.19, entry 'ellipticity') means the real 3D structure is oblate/triaxial, not spherical, and this profile cannot represent that flattening." + }, + { + "id": "no-3d-baking-baseline", + "classification": "authored", + "sourceIds": ["king-1962"], + "quantity": "status note, not a physical quantity", + "value": { "status": "blocked" }, + "unit": "n/a", + "scope": "Lab tooling", + "limitations": "The lab's only currently implemented method that treats an external prior as 'broad shape from the prior, detail fitted from the image' (simulation-guided-finite-emission@1 / two-scale) requires a pre-existing fixed-density Alignment reconstruction (a 'baselineId') built from an N-body particle simulation via prepare-full-density. No such simulation or baseline exists for a globular cluster, and building one would mean writing new object-preparation tooling, which this task explicitly excludes. See README.md." + } + ] +} diff --git a/labs/nebula/models/omega-centauri/registration.json b/labs/nebula/models/omega-centauri/registration.json new file mode 100644 index 0000000000..3edf0d8d34 --- /dev/null +++ b/labs/nebula/models/omega-centauri/registration.json @@ -0,0 +1,26 @@ +{ + "schema": "cssearth-nebula-intake-registration-evidence@1", + "objectId": "omega-centauri", + "checkedAt": "2026-09-19", + "source": { + "id": "eso1119b", + "sha256": "8df2e2ad462b9dc5b7437320fb2c6fd247c11746b4b2ffd3da95846b9083cad6", + "width": 14540, + "height": 14540, + "fieldArcminutes": [50.88, 50.88], + "nativeArcsecPerPixel": 0.2099 + }, + "method": "Whole-field publisher-WCS-vs-catalogue center check. No star-by-star astrometric fit was run in this session.", + "check": { + "publisherPointingCenterRaDec": ["13:26:47.27", "-47:28:46.34"], + "simbadCatalogueRaDec": ["13:26:47.28", "-47:28:46.1"], + "separationArcsec": 0.24, + "verdict": "Publisher WCS center agrees with the independently catalogued cluster center (NGC 5139, SIMBAD, ref 2010AJ....140.1830G) to within 0.24 arcsec, sub-pixel at the native 0.21 arcsec/px scale." + }, + "orientation": "Publisher states north is 0.0 degrees left of vertical (north-up); east/west handedness not independently re-derived from pixel data in this session.", + "limitations": [ + "This is a whole-image pointing check, not a matched-star homography fit against an external astrometric catalogue (e.g. Gaia); no per-star registration residuals were computed.", + "The field is dominated by the crowded cluster itself, so a compact-source cross-match against a stellar catalogue (rather than field background galaxies) would be the appropriate next step before any pixel-level star-position use.", + "Sufficient for the evidence-ledger and profile work in this delivery; not sufficient by itself to satisfy the skill's full registration gate (METHOD.md step 2) for a pixel-level bake." + ] +} From ec85bfcf6e50bfd83cf434d739d322e58bcdbadc Mon Sep 17 00:00:00 2001 From: Juan Cruz Fortunatti Date: Sat, 19 Sep 2026 18:20:49 +0200 Subject: [PATCH 03/14] feat(nebula-lab): acquire eso0844a + DSS2 backbone, measure real registration residual for Omega Centauri eso1119b and eso0844a each register against an exact-WCS hips2fits DSS2 cutout with 2500+/1500+ held-out-validated matched stars, but at ~10-16 arcsec RMS -- too coarse for a pixel-level bake gate. Recorded as a measured blocker, not a workaround. --- .../dss2-fits-registration-report.json | 69749 ++++++++++++++++ .../dss2-registration-report.json | 37 + .../models/omega-centauri/observations.json | 75 + .../verify-against-dss2-fits.mts | 86 + .../omega-centauri/verify-against-dss2.mts | 79 + .../omega-centauri/verify-registration.mts | 71 + .../sources/omega-centauri-wfi.webp.json | 22 + labs/nebula/sources/reference-images.json | 17 + 8 files changed, 70136 insertions(+) create mode 100644 labs/nebula/models/omega-centauri/dss2-fits-registration-report.json create mode 100644 labs/nebula/models/omega-centauri/dss2-registration-report.json create mode 100644 labs/nebula/models/omega-centauri/observations.json create mode 100644 labs/nebula/models/omega-centauri/verify-against-dss2-fits.mts create mode 100644 labs/nebula/models/omega-centauri/verify-against-dss2.mts create mode 100644 labs/nebula/models/omega-centauri/verify-registration.mts create mode 100644 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"residualPixels": 0.7758718085586936 + }, + { + "source": [ + 1907.278801843318, + 1481.2612903225804 + ], + "frame": [ + 172.05824520819607, + 147.57625578321213 + ], + "predictedFrame": [ + 171.8581805480026, + 148.93497896571543 + ], + "heldOut": true, + "fitInlier": false, + "residualPixels": 1.3733734215173306 + } + ], + "interpretation": "Relative field-star alignment to the configured reference image; absolute sky scale and orientation remain publisher metadata. No stellar membership or physical depth." + } + } + ] +} diff --git a/labs/nebula/models/omega-centauri/dss2-registration-report.json b/labs/nebula/models/omega-centauri/dss2-registration-report.json new file mode 100644 index 0000000000..ec231cdcfe --- /dev/null +++ b/labs/nebula/models/omega-centauri/dss2-registration-report.json @@ -0,0 +1,37 @@ +{ + "schema": "cssearth-image-alignment-report@1", + "pass": false, + "catalogue": "labs/nebula/models/omega-centauri/observations.json", + "sources": [ + { + "id": "eso1119b", + "pass": false, + "sourcePath": ".local/nebula-lab/source-originals/eso1119b.tif", + "sourceSha256": "8df2e2ad462b9dc5b7437320fb2c6fd247c11746b4b2ffd3da95846b9083cad6", + "geometry": { + "kind": "matched-star-homography", + "registration": null + }, + "evidence": { + "status": "publisher", + "matchedStars": 0, + "interpretation": "Fewer than 45 matched pairs against the DSS2 reference." + } + }, + { + "id": "eso0844a", + "pass": false, + "sourcePath": ".local/nebula-lab/source-originals/eso0844a.tif", + "sourceSha256": "384d1cfc31e6a2b78e5c7018f9eaecfe49a1014630bcb1bd8dceb563d69e6429", + "geometry": { + "kind": "matched-star-homography", + "registration": null + }, + "evidence": { + "status": "publisher", + "matchedStars": 0, + "interpretation": "Fewer than 45 matched pairs against the DSS2 reference." + } + } + ] +} diff --git a/labs/nebula/models/omega-centauri/observations.json b/labs/nebula/models/omega-centauri/observations.json new file mode 100644 index 0000000000..fddf6f4bef --- /dev/null +++ b/labs/nebula/models/omega-centauri/observations.json @@ -0,0 +1,75 @@ +{ + "schema": "cssearth-nebula-observation-recipe@1", + "id": "omega-centauri", + "referenceId": "eso1119b", + "frame": { + "width": 1024, + "height": 1024, + "fieldArcminutes": [55, 55], + "centerIcrsDegrees": [201.696958, -47.479539], + "northUp": true + }, + "nativeRemoval": { + "model": { + "path": ".local/open-star-removal/noxGeneratorColor.pb", + "sha256": "d54bdca728d1d6db0b3eef41d4187d327909d1ec5cd2a71485bfa9d7924ba546" + }, + "scriptSha256": "5db7c54230ba2032abb361cc2d59ef0e2e42114f27ef2036474c877058a6b752" + }, + "images": [ + { + "id": "eso1119b", + "label": "ESO VST/OmegaCAM · optical G/R/I", + "localCache": ".local/nebula-lab/source-originals/eso1119b.tif", + "url": "https://cdn.eso.org/images/original/eso1119b.tif", + "page": "https://www.eso.org/public/images/eso1119b/", + "sha256": "8df2e2ad462b9dc5b7437320fb2c6fd247c11746b4b2ffd3da95846b9083cad6", + "width": 14540, + "height": 14540, + "fieldArcminutes": [50.88, 50.88], + "centerIcrsDegrees": [201.69695833333333, -47.47953888888889], + "bands": "Optical G (480nm) / R (625nm) / I (770nm)", + "credit": "ESO/INAF-VST/OmegaCAM. Acknowledgement: A. Grado, L. Limatola/INAF-Capodimonte Observatory", + "termsUrl": "https://www.eso.org/public/outreach/copyright/", + "registrationMode": "field-stars", + "stellarTreatment": "preserve", + "wcs": { + "projection": "TAN", + "coordinateFrame": "ICRS", + "referenceDimension": [14540, 14540], + "referencePixel": [7270, 7270], + "referenceValueDeg": [201.69695833333333, -47.47953888888889], + "scaleDeg": [-5.832187070151307e-05, 5.832187070151307e-05], + "rotationDeg": 0 + }, + "metadataNote": "Publisher pointing center used as-is; not independently re-derived from pixel data. Native 14540x14540; the checked-in derivative is an 8192px WebP because libwebp cannot encode this source at native size (see sources/omega-centauri-vst.webp.json)." + }, + { + "id": "eso0844a", + "label": "ESO 2.2m MPG/WFI · optical B/V/I", + "localCache": ".local/nebula-lab/source-originals/eso0844a.tif", + "url": "https://cdn.eso.org/images/original/eso0844a.tif", + "page": "https://www.eso.org/public/images/eso0844a/", + "sha256": "384d1cfc31e6a2b78e5c7018f9eaecfe49a1014630bcb1bd8dceb563d69e6429", + "width": 8040, + "height": 7560, + "fieldArcminutes": [31.88, 29.99], + "centerIcrsDegrees": [201.69716666666667, -47.479683333333334], + "bands": "Optical B (451nm) / V (539nm) / I (783nm)", + "credit": "ESO", + "termsUrl": "https://www.eso.org/public/outreach/copyright/", + "registrationMode": "field-stars", + "stellarTreatment": "preserve", + "wcs": { + "projection": "TAN", + "coordinateFrame": "ICRS", + "referenceDimension": [8040, 7560], + "referencePixel": [4020, 3780], + "referenceValueDeg": [201.69716666666667, -47.479683333333334], + "scaleDeg": [-6.608623548922056e-05, 6.611552028218695e-05], + "rotationDeg": 0 + }, + "metadataNote": "Independent telescope/instrument/epoch from eso1119b (2.2m MPG/ESO WFI vs VST/OmegaCAM), acquired specifically to supply a second raster for real matched-star registration. Publisher notes Digitized Sky Survey data fills some gaps in this mosaic; DSS-filled regions are not independently attributed star detections." + } + ] +} diff --git a/labs/nebula/models/omega-centauri/verify-against-dss2-fits.mts b/labs/nebula/models/omega-centauri/verify-against-dss2-fits.mts new file mode 100644 index 0000000000..d303d1b600 --- /dev/null +++ b/labs/nebula/models/omega-centauri/verify-against-dss2-fits.mts @@ -0,0 +1,86 @@ +/** Register each press image against a real-WCS DSS2 FITS cutout, with both sides detected at the + * same ~1"/px working scale (the coarser survey's native sampling) so detectStars finds the same + * population of stars on both sides. Reuses the shared algorithm only; no new matching logic. */ +import { readFile, writeFile } from 'node:fs/promises'; +import { resolve } from 'node:path'; +import { createHash } from 'node:crypto'; +import sharp from 'sharp'; +import { decodeFits } from '../../../../tools/nebula/application/fits.ts'; +import { detectStars, matchStars, verifyRegistration, publisherTransform, type SkyRaster, type SkyFrame } from '../../packages/reconstruction/src/registration/stellar.ts'; + +const root = process.cwd(); +const sha256 = (b: Buffer) => createHash('sha256').update(b).digest('hex'); +const load = async (p: string, expected: string) => { const b = await readFile(resolve(root, p)); if (sha256(b) !== expected) throw new Error(`Pin differs: ${p}`); return b; }; + +// DSS2 red-band FITS, exact-by-construction WCS: fov=0.91667deg=3300", width=3300 -> 1.0"/px. +const dss2Path = '.local/nebula-lab/source-originals/omega-centauri-dss2.fits'; +const dss2Bytes = await readFile(resolve(root, dss2Path)); +console.log('DSS2 sha256', sha256(dss2Bytes), 'bytes', dss2Bytes.length); +const fits = decodeFits(dss2Bytes); +console.log('DSS2 FITS', fits.width, fits.height); +let lo = Infinity, hi = -Infinity; +const sorted = Float32Array.from(fits.values).sort(); +lo = sorted[Math.floor(sorted.length * 0.01)]!; hi = sorted[Math.floor(sorted.length * 0.999)]!; +const gray = Buffer.alloc(fits.width * fits.height); +for (let i = 0; i < fits.values.length; i++) gray[i] = Math.max(0, Math.min(255, Math.round((fits.values[i]! - lo) / (hi - lo) * 255))); +const dss2Png = await sharp(gray, { raw: { width: fits.width, height: fits.height, channels: 1 } }).png().toBuffer(); +const dss2: SkyRaster = { + width: fits.width, height: fits.height, fieldArcminutes: [fits.width / 60, fits.height / 60], centerIcrsDegrees: [201.696958, -47.479539], northRightDegrees: 0, + wcs: { projection: 'TAN', coordinateFrame: 'ICRS', referenceDimension: [fits.width, fits.height], referencePixel: [fits.width / 2, fits.height / 2], + referenceValueDeg: [201.696958, -47.479539], scaleDeg: [-1 / 3600, 1 / 3600], rotationDeg: 0 } as any, +}; +console.log('Detecting DSS2 stars at 1.0"/px...'); +const dss2Stars = await detectStars(dss2Png, [fits.width, fits.height], fits.width, 6000); +console.log('DSS2 stars', dss2Stars.length); + +const candidates = [ + { id: 'eso1119b', path: '.local/nebula-lab/source-originals/eso1119b.tif', sha256: '8df2e2ad462b9dc5b7437320fb2c6fd247c11746b4b2ffd3da95846b9083cad6', + width: 14540, height: 14540, fieldArcminutes: [50.88, 50.88] as [number, number], centerIcrsDegrees: [201.69695833333333, -47.47953888888889] as [number, number], northRightDegrees: 0.00051173061 }, + { id: 'eso0844a', path: '.local/nebula-lab/source-originals/eso0844a.tif', sha256: '384d1cfc31e6a2b78e5c7018f9eaecfe49a1014630bcb1bd8dceb563d69e6429', + width: 8040, height: 7560, fieldArcminutes: [31.88, 29.99] as [number, number], centerIcrsDegrees: [201.69716666666667, -47.479683333333334] as [number, number], northRightDegrees: -0.00724264734 }, +]; + +// Matching-frame resolution is swept independently of detection resolution (both press images and +// DSS2 are detected at the same ~1.0"/px scale above; only the discovery/verification tolerance, +// which is fixed in frame pixels, changes with frame width). +const FRAME_WIDTHS = [3600, 1800, 900, 450, 225]; + +const report: { schema: string; pass: boolean; sources: unknown[] } = { schema: 'cssearth-image-alignment-report@1', pass: true, sources: [] }; +for (const c of candidates) { + console.log(`--- ${c.id} downsampled to ~1"/px ---`); + const bytes = await load(c.path, c.sha256); + const targetScale = 1; // arcsec/px, matching DSS2 native + const newWidth = Math.round(c.width * (c.fieldArcminutes[0] * 60 / c.width) / targetScale); + const resized = await sharp(bytes).resize({ width: newWidth }).removeAlpha().toColourspace('srgb').png().toBuffer({ resolveWithObject: true }); + const { data: resizedInfo } = { data: resized.data }; + const actualW = resized.info.width, actualH = resized.info.height; + const scaleXArcsec = c.fieldArcminutes[0] * 60 / actualW, scaleYArcsec = c.fieldArcminutes[1] * 60 / actualH; + console.log(c.id, 'downsampled to', actualW, 'x', actualH, 'arcsec/px', scaleXArcsec, scaleYArcsec); + const downsampled: SkyRaster = { + width: actualW, height: actualH, fieldArcminutes: c.fieldArcminutes, centerIcrsDegrees: c.centerIcrsDegrees, northRightDegrees: c.northRightDegrees, + wcs: { projection: 'TAN', coordinateFrame: 'ICRS', referenceDimension: [actualW, actualH], referencePixel: [actualW / 2, actualH / 2], + referenceValueDeg: c.centerIcrsDegrees, scaleDeg: [-scaleXArcsec / 3600, scaleYArcsec / 3600], rotationDeg: c.northRightDegrees } as any, + }; + const stars = await detectStars(resized.data, [actualW, actualH], actualW, 6000); + console.log(c.id, 'stars', stars.length); + let outcome: { pass: boolean; matrix: unknown; evidence: Record; frameWidth: number } | undefined; + for (const width of FRAME_WIDTHS) { + const frame: SkyFrame = { width, height: width, fieldArcminutes: [60, 60], centerIcrsDegrees: [201.696958, -47.479539], northUp: true }; + const dss2Init = publisherTransform(dss2, frame), init = publisherTransform(downsampled, frame); + const pairs = matchStars(stars, dss2Stars, init, dss2Init); + console.log(c.id, 'frameWidth', width, 'arcsecPerPx', 3600 / width, 'pairs', pairs.length); + if (pairs.length < 45) continue; + const result = verifyRegistration(pairs, downsampled, frame, init, { width: dss2.width, height: dss2.height, imageToFrame: dss2Init }); + console.log(JSON.stringify({ id: c.id, frameWidth: width, pass: result.pass, rmsPixels: result.evidence.rmsPixels, maxResidualPixels: result.evidence.maxResidualPixels, + residualArcseconds: result.evidence.residualArcseconds, matchedStars: result.evidence.matchedStars, trainingStars: result.evidence.trainingStars, + heldOutStars: result.evidence.heldOutStars, coverageFraction: result.evidence.coverageFraction }, null, 2)); + outcome = { pass: result.pass, matrix: result.matrix, evidence: result.evidence, frameWidth: width }; + if (result.pass) break; + } + if (!outcome) { outcome = { pass: false, matrix: null, evidence: { status: 'publisher', interpretation: 'No frame width in the swept range reached 45 matched pairs.' }, frameWidth: -1 }; console.log(c.id, 'IMPASSE: never reached 45 matched pairs'); } + if (!outcome.pass) report.pass = false; + report.sources.push({ id: c.id, pass: outcome.pass, sourcePath: c.path, sourceSha256: c.sha256, downsampledTo: [actualW, actualH], frameWidth: outcome.frameWidth, + geometry: { kind: 'matched-star-homography-vs-dss2-fits', matrix: outcome.matrix }, evidence: outcome.evidence }); +} +await writeFile(resolve(root, 'labs/nebula/models/omega-centauri/dss2-fits-registration-report.json'), JSON.stringify(report, null, 2) + '\n'); +console.log('OVERALL PASS', report.pass); diff --git a/labs/nebula/models/omega-centauri/verify-against-dss2.mts b/labs/nebula/models/omega-centauri/verify-against-dss2.mts new file mode 100644 index 0000000000..be27ce84ef --- /dev/null +++ b/labs/nebula/models/omega-centauri/verify-against-dss2.mts @@ -0,0 +1,79 @@ +/** Register each press-release Omega Centauri image against an exact-WCS hips2fits DSS2 cutout, + * separately. Bypasses prepare-observations.ts only because its dependency graph currently pulls + * in an unrelated JWST toolchain module that throws on import when bundled; reuses the exact + * shared detectStars/matchStars/verifyRegistration algorithm, invents no matching logic. */ +import { readFile, writeFile } from 'node:fs/promises'; +import { resolve } from 'node:path'; +import { createHash } from 'node:crypto'; +import { detectStars, matchStars, verifyRegistration, publisherTransform, type SkyRaster, type SkyFrame } from '../../packages/reconstruction/src/registration/stellar.ts'; + +const root = process.cwd(); +const sha256 = (bytes: Buffer) => createHash('sha256').update(bytes).digest('hex'); +async function loadBytes(path: string, expected: string): Promise { + const bytes = await readFile(resolve(root, path)); + const got = sha256(bytes); + if (got !== expected) throw new Error(`Pin differs for ${path}: expected ${expected}, got ${got}`); + return bytes; +} + +// hips2fits reference: WCS exact by construction from the request parameters (fov=1.0deg, width=3600, ra/dec, rotation 0). +const dss2: SkyRaster & { path: string; sha256: string } = { + path: '.local/nebula-lab/source-originals/omega-centauri-dss2.jpg', sha256: 'e42fb97ed35ac675f4143d77d7aaba096948a96fceaad2e200b1f279a1cb7638', + width: 3600, height: 3600, fieldArcminutes: [60, 60], centerIcrsDegrees: [201.696958, -47.479539], northRightDegrees: 0, + wcs: { projection: 'TAN', coordinateFrame: 'ICRS', referenceDimension: [3600, 3600], referencePixel: [1800, 1800], + referenceValueDeg: [201.696958, -47.479539], scaleDeg: [-1 / 3600, 1 / 3600], rotationDeg: 0 } as any, +}; + +const candidates: (SkyRaster & { id: string; path: string; sha256: string })[] = [ + { id: 'eso1119b', path: '.local/nebula-lab/source-originals/eso1119b.tif', sha256: '8df2e2ad462b9dc5b7437320fb2c6fd247c11746b4b2ffd3da95846b9083cad6', + width: 14540, height: 14540, fieldArcminutes: [50.88, 50.88], centerIcrsDegrees: [201.69695833333333, -47.47953888888889], northRightDegrees: 0.00051173061, + wcs: { projection: 'TAN', coordinateFrame: 'ICRS', referenceDimension: [14540, 14540], referencePixel: [7270, 7270], + referenceValueDeg: [201.69695833333333, -47.47953888888889], scaleDeg: [-0.20995873452544705 / 3600, 0.20995873452544705 / 3600], rotationDeg: 0.00051173061 } as any }, + { id: 'eso0844a', path: '.local/nebula-lab/source-originals/eso0844a.tif', sha256: '384d1cfc31e6a2b78e5c7018f9eaecfe49a1014630bcb1bd8dceb563d69e6429', + width: 8040, height: 7560, fieldArcminutes: [31.88, 29.99], centerIcrsDegrees: [201.69716666666667, -47.479683333333334], northRightDegrees: -0.00724264734, + wcs: { projection: 'TAN', coordinateFrame: 'ICRS', referenceDimension: [8040, 7560], referencePixel: [4020, 3780], + referenceValueDeg: [201.69716666666667, -47.479683333333334], scaleDeg: [-0.23791044776119402 / 3600, 0.23801587301587301 / 3600], rotationDeg: -0.00724264734 } as any }, +]; + +const frame: SkyFrame = { width: 8192, height: 8192, fieldArcminutes: [60, 60], centerIcrsDegrees: [201.696958, -47.479539], northUp: true }; +console.log('frame arcsec/px', 60 * 60 / frame.width); + +console.log('Reading DSS2 reference...'); +const dss2Bytes = await loadBytes(dss2.path, dss2.sha256); +console.log('Detecting DSS2 stars...'); +const dss2Stars = await detectStars(dss2Bytes, [dss2.width, dss2.height], 3600, 8000); +console.log(`DSS2 stars: ${dss2Stars.length}`); +const dss2Init = publisherTransform(dss2, frame); + +const report: { schema: string; pass: boolean; catalogue: string; sources: unknown[] } = { + schema: 'cssearth-image-alignment-report@1', pass: true, catalogue: 'labs/nebula/models/omega-centauri/observations.json', sources: [], +}; + +for (const candidate of candidates) { + console.log(`--- ${candidate.id} vs DSS2 ---`); + const bytes = await loadBytes(candidate.path, candidate.sha256); + const stars = await detectStars(bytes, [candidate.width, candidate.height], 8000, 12000); + console.log(`${candidate.id} stars: ${stars.length}`); + const initial = publisherTransform(candidate, frame); + const pairs = matchStars(stars, dss2Stars, initial, dss2Init); + console.log(`${candidate.id} matched pairs (pre-verify): ${pairs.length}`); + let outcome: { pass: boolean; matrix: unknown; evidence: Record }; + if (pairs.length < 45) { + outcome = { pass: false, matrix: initial, evidence: { status: 'publisher', matchedStars: pairs.length, interpretation: 'Fewer than 45 matched pairs against the DSS2 reference.' } }; + console.log(`${candidate.id}: IMPASSE, only ${pairs.length} matched pairs (need 45).`); + } else { + const result = verifyRegistration(pairs, candidate, frame, initial, { width: dss2.width, height: dss2.height, imageToFrame: dss2Init }); + outcome = { pass: result.pass, matrix: result.matrix, evidence: result.evidence }; + console.log(JSON.stringify({ id: candidate.id, pass: result.pass, rmsPixels: result.evidence.rmsPixels, maxResidualPixels: result.evidence.maxResidualPixels, + residualArcseconds: result.evidence.residualArcseconds, matchedStars: result.evidence.matchedStars, trainingStars: result.evidence.trainingStars, + heldOutStars: result.evidence.heldOutStars, spatialQuadrants: result.evidence.spatialQuadrants, coverageFraction: result.evidence.coverageFraction }, null, 2)); + } + if (!outcome.pass) report.pass = false; + report.sources.push({ id: candidate.id, pass: outcome.pass, sourcePath: candidate.path, sourceSha256: candidate.sha256, + geometry: { kind: 'matched-star-homography', registration: outcome.pass ? { referenceWcs: dss2.wcs, referenceWidthPx: dss2.width, referenceHeightPx: dss2.height, imageToReferenceMatrix: outcome.matrix } : null }, + evidence: outcome.evidence }); +} + +await writeFile(resolve(root, 'labs/nebula/models/omega-centauri/dss2-registration-report.json'), JSON.stringify(report, null, 2) + '\n'); +console.log('Wrote dss2-registration-report.json'); +console.log('OVERALL PASS:', report.pass); diff --git a/labs/nebula/models/omega-centauri/verify-registration.mts b/labs/nebula/models/omega-centauri/verify-registration.mts new file mode 100644 index 0000000000..1e671acdb9 --- /dev/null +++ b/labs/nebula/models/omega-centauri/verify-registration.mts @@ -0,0 +1,71 @@ +/** Standalone real-registration check between eso1119b (reference) and eso0844a, bypassing the + * prepare-observations CLI (whose dependency graph currently pulls in an unrelated JWST toolchain + * module that throws on import when bundled). Reuses the exact shared detectStars/matchStars/ + * verifyRegistration algorithm; invents no matching logic of its own. Read-only: writes one receipt. */ +import { readFile, writeFile } from 'node:fs/promises'; +import { resolve } from 'node:path'; +import { createHash } from 'node:crypto'; +import { + detectStars, matchStars, verifyRegistration, publisherTransform, + type SkyRaster, type SkyFrame, +} from '../../packages/reconstruction/src/registration/stellar.ts'; + +const root = process.cwd(); +const sha256 = (bytes: Buffer) => createHash('sha256').update(bytes).digest('hex'); + +const frame: SkyFrame = { width: 1024, height: 1024, fieldArcminutes: [55, 55], centerIcrsDegrees: [201.696958, -47.479539], northUp: true }; + +const reference: SkyRaster & { path: string; sha256: string } = { + path: '.local/nebula-lab/source-originals/eso1119b.tif', sha256: '8df2e2ad462b9dc5b7437320fb2c6fd247c11746b4b2ffd3da95846b9083cad6', + width: 14540, height: 14540, fieldArcminutes: [50.88, 50.88], centerIcrsDegrees: [201.69695833333333, -47.47953888888889], + northRightDegrees: 0, + wcs: { + projection: 'TAN', coordinateFrame: 'ICRS', referenceDimension: [14540, 14540], referencePixel: [7270, 7270], + referenceValueDeg: [201.69695833333333, -47.47953888888889], scaleDeg: [-5.832187070151307e-5, 5.832187070151307e-5], rotationDeg: 0, + } as any, +}; +const source: SkyRaster & { path: string; sha256: string } = { + path: '.local/nebula-lab/source-originals/eso0844a.tif', sha256: '384d1cfc31e6a2b78e5c7018f9eaecfe49a1014630bcb1bd8dceb563d69e6429', + width: 8040, height: 7560, fieldArcminutes: [31.88, 29.99], centerIcrsDegrees: [201.69716666666667, -47.479683333333334], + northRightDegrees: 0, + wcs: { + projection: 'TAN', coordinateFrame: 'ICRS', referenceDimension: [8040, 7560], referencePixel: [4020, 3780], + referenceValueDeg: [201.69716666666667, -47.479683333333334], scaleDeg: [-6.608623548922056e-5, 6.611552028218695e-5], rotationDeg: 0, + } as any, +}; + +async function loadBytes(row: { path: string; sha256: string }): Promise { + const bytes = await readFile(resolve(root, row.path)); + if (sha256(bytes) !== row.sha256) throw new Error(`Source pin differs: ${row.path}`); + return bytes; +} + +console.log('Reading native rasters (this may take a while for 14540x14540)...'); +const [referenceBytes, sourceBytes] = await Promise.all([loadBytes(reference), loadBytes(source)]); + +console.log('Detecting stars (reference)...'); +const referenceStars = await detectStars(referenceBytes, [reference.width, reference.height], 8000, 12000); +console.log(`Reference stars: ${referenceStars.length}`); + +console.log('Detecting stars (source)...'); +const sourceStars = await detectStars(sourceBytes, [source.width, source.height], 8000, 12000); +console.log(`Source stars: ${sourceStars.length}`); + +const referenceInitial = publisherTransform(reference, frame); +const sourceInitial = publisherTransform(source, frame); + +const pairs = matchStars(sourceStars, referenceStars, sourceInitial, referenceInitial); +console.log(`Matched pairs (pre-verify): ${pairs.length}`); + +const result = verifyRegistration(pairs, source, frame, sourceInitial, { width: reference.width, height: reference.height, imageToFrame: referenceInitial }); +console.log(JSON.stringify({ pass: result.pass, ...result.evidence, matches: undefined }, null, 2)); + +const receipt = { + schema: 'cssearth-nebula-intake-registration-evidence@1', objectId: 'omega-centauri', checkedAt: new Date().toISOString().slice(0, 10), + method: 'Direct field-star RANSAC affine + held-out residual check (@cssearth/nebula-reconstruction/registration/stellar verifyRegistration), run standalone against native pixels.', + source: { id: 'eso0844a', sha256: source.sha256, width: source.width, height: source.height }, + reference: { id: 'eso1119b', sha256: reference.sha256, width: reference.width, height: reference.height }, + frame, matrix: result.matrix, pass: result.pass, evidence: result.evidence, +}; +await writeFile(resolve(root, 'labs/nebula/models/omega-centauri/eso0844a-registration.json'), JSON.stringify(receipt, null, 2) + '\n'); +console.log('Wrote eso0844a-registration.json'); diff --git a/labs/nebula/sources/omega-centauri-wfi.webp.json b/labs/nebula/sources/omega-centauri-wfi.webp.json new file mode 100644 index 0000000000..675d9e3558 --- /dev/null +++ b/labs/nebula/sources/omega-centauri-wfi.webp.json @@ -0,0 +1,22 @@ +{ + "schema": "cssearth-lab-reference-image@1", + "source": { + "id": "eso0844a", + "url": "https://cdn.eso.org/images/original/eso0844a.tif", + "sha256": "384d1cfc31e6a2b78e5c7018f9eaecfe49a1014630bcb1bd8dceb563d69e6429", + "bytes": 147797270, + "width": 8040, + "height": 7560, + "publisherUrl": "https://www.eso.org/public/images/eso0844a/", + "credit": "ESO", + "license": "CC-BY-4.0", + "output": { + "path": "labs/nebula/sources/omega-centauri-wfi.webp", + "quality": 92, + "effort": 5, + "sha256": "2a8a8954a58915f1ce58951402d5e71676cc48de23fafe415a9b86b9d8ceeeef" + } + }, + "interpretation": "Converted from the publisher's 8-bit TIFF to 8-bit sRGB WebP. Lossy display reference; never cropped. Full spatial resolution: not resized. Original TIFF remains in the ignored cache.", + "outputBytes": 18834346 +} diff --git a/labs/nebula/sources/reference-images.json b/labs/nebula/sources/reference-images.json index 088e5db935..414b2b08c6 100644 --- a/labs/nebula/sources/reference-images.json +++ b/labs/nebula/sources/reference-images.json @@ -52,6 +52,23 @@ "resizeWidth": 8192, "sha256": "6e30ef43b59f2ca3a8ac076bc7f2e9b1da801b9665df027feb5e3018f331a1a8" } + }, + { + "id": "eso0844a", + "url": "https://cdn.eso.org/images/original/eso0844a.tif", + "sha256": "384d1cfc31e6a2b78e5c7018f9eaecfe49a1014630bcb1bd8dceb563d69e6429", + "bytes": 147797270, + "width": 8040, + "height": 7560, + "publisherUrl": "https://www.eso.org/public/images/eso0844a/", + "credit": "ESO", + "license": "CC-BY-4.0", + "output": { + "path": "labs/nebula/sources/omega-centauri-wfi.webp", + "quality": 92, + "effort": 5, + "sha256": "2a8a8954a58915f1ce58951402d5e71676cc48de23fafe415a9b86b9d8ceeeef" + } } ] } From d0b07e1a47f7881570e0b3e01433d1fcd3c84baf Mon Sep 17 00:00:00 2001 From: Juan Cruz Fortunatti Date: Sat, 19 Sep 2026 18:22:15 +0200 Subject: [PATCH 04/14] docs(nebula-lab): keep the registration summary, not its per-pair table --- .../dss2-fits-registration-report.json | 69741 +--------------- 1 file changed, 62 insertions(+), 69679 deletions(-) diff --git a/labs/nebula/models/omega-centauri/dss2-fits-registration-report.json b/labs/nebula/models/omega-centauri/dss2-fits-registration-report.json index 953d6d6ec7..02eec85458 100644 --- a/labs/nebula/models/omega-centauri/dss2-fits-registration-report.json +++ b/labs/nebula/models/omega-centauri/dss2-fits-registration-report.json @@ -61,69688 +61,71 @@ ] }, "residualArcseconds": 15.60647617731222, - 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1903.3574297188754, - 1610.3855421686746 - ], - "frame": [ - 171.79518931535313, - 157.0589341286307 - ], - "predictedFrame": [ - 171.61783707933276, - 157.01443052060444 - ], - "heldOut": false, - "fitInlier": true, - "residualPixels": 0.18285072258205834 - }, - { - "source": [ - 1904.785092491839, - 1550.98204570185 - ], - "frame": [ - 170.9955533596842, - 152.98320158102763 - ], - "predictedFrame": [ - 171.7049137635297, - 153.29750220268195 - ], - "heldOut": false, - "fitInlier": false, - "residualPixels": 0.7758718085586936 - }, - { - "source": [ - 1907.278801843318, - 1481.2612903225804 + "interpretation": "Relative field-star alignment to the configured reference image; absolute sky scale and orientation remain publisher metadata. No stellar membership or physical depth.", + "matchTableNote": "Per-pair table omitted: 2588 pairs, reproducible by re-running labs/nebula/models/omega-centauri/verify-against-dss2-fits.mts against the pinned sources." + } + }, + { + "id": "eso0844a", + "pass": false, + "sourcePath": ".local/nebula-lab/source-originals/eso0844a.tif", + "sourceSha256": "384d1cfc31e6a2b78e5c7018f9eaecfe49a1014630bcb1bd8dceb563d69e6429", + "downsampledTo": [ + 1913, + 1799 + ], + "frameWidth": 225, + "geometry": { + "kind": "matched-star-homography-vs-dss2-fits", + "matrix": [ + 0.06242175929935033, + -0.00004287637872192954, + 0.00003435046586434953, + 0.06256983723152591, + 52.751600247196286, + 56.334478341107676 + ] + }, + "evidence": { + "status": "publisher", + "matchedStars": 1507, + "trainingStars": 606, + "trainingCandidates": 1004, + "rejectedTrainingStars": 398, + "heldOutStars": 503, + "rmsPixels": 0.6548057862204336, + "maxResidualPixels": 1.9186522832899346, + "spatialQuadrants": 4, + "coverageFraction": [ + 0.9941922186026076, + 0.9926392826751006 + ], + "relativeScale": 0.9998733807165251, + "centreShiftPixels": 0.07457734644866301, + "coverageDomain": { + "kind": "common-observed-footprint", + "sourcePixelPolygon": [ + [ + 1913, + 0 ], - "frame": [ - 172.05824520819607, - 147.57625578321213 + [ + 1913, + 1799 ], - "predictedFrame": [ - 171.8581805480026, - 148.93497896571543 + [ + 0, + 1799 ], - "heldOut": true, - "fitInlier": false, - "residualPixels": 1.3733734215173306 - } - ], - "interpretation": "Relative field-star alignment to the configured reference image; absolute sky scale and orientation remain publisher metadata. No stellar membership or physical depth." + [ + 0, + 0 + ] + ] + }, + "residualArcseconds": 10.476892579526936, + "interpretation": "Relative field-star alignment to the configured reference image; absolute sky scale and orientation remain publisher metadata. No stellar membership or physical depth.", + "matchTableNote": "Per-pair table omitted: 1507 pairs, reproducible by re-running labs/nebula/models/omega-centauri/verify-against-dss2-fits.mts against the pinned sources." } } ] From 833b5937b060a3a521e9a71c1dfed4cef2c9a1a8 Mon Sep 17 00:00:00 2001 From: Juan Cruz Fortunatti Date: Sat, 19 Sep 2026 18:24:21 +0200 Subject: [PATCH 05/14] refactor(nebula-lab): write the King derivation in TypeScript --- ...ng-abel-derivation.mjs => king-abel-derivation.mts} | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) rename labs/nebula/models/omega-centauri/{king-abel-derivation.mjs => king-abel-derivation.mts} (95%) diff --git a/labs/nebula/models/omega-centauri/king-abel-derivation.mjs b/labs/nebula/models/omega-centauri/king-abel-derivation.mts similarity index 95% rename from labs/nebula/models/omega-centauri/king-abel-derivation.mjs rename to labs/nebula/models/omega-centauri/king-abel-derivation.mts index c07673e1dc..da18b6bc1c 100644 --- a/labs/nebula/models/omega-centauri/king-abel-derivation.mjs +++ b/labs/nebula/models/omega-centauri/king-abel-derivation.mts @@ -18,7 +18,7 @@ const rh3D = 10.42; // pc, measured 3D half-mass radius (same source) // Spitzer 1987 discusses the same order-unity ratio). const projectedHalfLightTarget = 0.75 * rh3D; // pc -function sigmaShape(Rpc, q) { +function sigmaShape(Rpc: number, q: number): number { // King (1962) empirical surface-density shape (unnormalized): [ (1+x^2)^-1/2 - (1+q^2)^-1/2 ]^2 const x = Rpc / rc; if (x >= q) return 0; @@ -27,7 +27,7 @@ function sigmaShape(Rpc, q) { return f > 0 ? f * f : 0; } -function dSigmaShape_dR(Rpc, q) { +function dSigmaShape_dR(Rpc: number, q: number): number { const x = Rpc / rc; if (x >= q) return 0; const g = 1 / Math.sqrt(1 + q * q); @@ -39,7 +39,7 @@ function dSigmaShape_dR(Rpc, q) { return 2 * f * dfdR; } -function projectedHalfLightRadius(q) { +function projectedHalfLightRadius(q: number): number { const rt = q * rc; const N = 4000, dR = rt / N; let cum = 0; @@ -76,7 +76,7 @@ const achievedHalf = projectedHalfLightRadius(q); console.error(JSON.stringify({ q, concentrationLog10: Math.log10(q), rt_pc: rt, achievedProjectedHalfLight_pc: achievedHalf, targetProjectedHalfLight_pc: projectedHalfLightTarget })); // Abel inversion via the r^2+u^2 substitution: rho(r) = -(1/pi) * integral_0^sqrt(rt^2-r^2) Sigma'(R(u)) du -function rho(r) { +function rho(r: number): number { if (r >= rt) return 0; const uMax = Math.sqrt(rt * rt - r * r); const N = 20000, du = uMax / N; @@ -89,7 +89,7 @@ function rho(r) { return -acc / Math.PI; } -function rhoN(r, N) { +function rhoN(r: number, N: number): number { if (r >= rt) return 0; const uMax = Math.sqrt(rt * rt - r * r), du = uMax / N; let acc = 0; for (let i = 0; i < N; i++) { const u = (i + 0.5) * du; const R = Math.sqrt(r * r + u * u); acc += (dSigmaShape_dR(R, q) / R) * du; } From 63a2e68993f893b478b10a71e3bfa2ff3a03f590 Mon Sep 17 00:00:00 2001 From: Juan Cruz Fortunatti Date: Sat, 19 Sep 2026 18:40:16 +0200 Subject: [PATCH 06/14] feat(nebula-lab): add radial profile diagnostic to Reconstruction Co-Authored-By: Claude Sonnet 5 --- .agents/skills/nebula-lab/SKILL.md | 11 ++ .../lab/browser/browser-difference-map.ts | 4 +- .../lab/browser/browser-lens-radial.ts | 69 +++++++ labs/nebula/packages/lab/src/cli/commands.ts | 3 +- .../reconstruction/lens-radial-panel.css | 60 ++++++ .../reconstruction/lens-radial-panel.tsx | 107 ++++++++++ .../reconstruction-controls-react.tsx | 7 +- .../server/services/density-reconstruction.ts | 3 + .../src/server/services/lens-radial.test.ts | 182 ++++++++++++++++++ .../lab/src/server/services/lens-radial.ts | 136 +++++++++++++ 10 files changed, 577 insertions(+), 5 deletions(-) create mode 100644 labs/nebula/packages/lab/browser/browser-lens-radial.ts create mode 100644 labs/nebula/packages/lab/src/features/reconstruction/lens-radial-panel.css create mode 100644 labs/nebula/packages/lab/src/features/reconstruction/lens-radial-panel.tsx create mode 100644 labs/nebula/packages/lab/src/server/services/lens-radial.test.ts create mode 100644 labs/nebula/packages/lab/src/server/services/lens-radial.ts diff --git a/.agents/skills/nebula-lab/SKILL.md b/.agents/skills/nebula-lab/SKILL.md index 9f9c908821..dde4ac36d7 100644 --- a/.agents/skills/nebula-lab/SKILL.md +++ b/.agents/skills/nebula-lab/SKILL.md @@ -143,6 +143,17 @@ server route you can call directly, so an agent sees exactly what a person sees. | --- | --- | --- | | Levels | `GET /__nebula/reconstruction-levels?resultId=` | per-channel histograms, signed delta, transfer curve, percentile ratios | | Difference map | `GET /__nebula/reconstruction-difference?resultId=` (`&format=png` for the image) | render − image on luminance, over the Earth view: blue too dark, red too bright, clear within tolerance | +| Radial profile | `GET /__nebula/reconstruction-radial?resultId=` | azimuthally averaged source/render brightness in radial bins from the footprint centroid, per-bin ratio and delta, half-light radius ratio | + +**Radial profile answers what the other two cannot: does brightness fall off with radius like the source?** +Levels is a histogram and spatially blind — it can match p50/p90/p99 exactly while the structure sits in the +wrong place (a brightness swap between the centre and an annulus conserves the histogram outright). The +difference map shows *where* the error is but not its radial shape. The radial profile's own control is that +swap: a permutation of the same pixel values that moves brightness from the core to the rim reads as p50/p90 +ratio 1.00 in Levels while the radial profile's per-bin ratio runs from ~0 at the centre to tens at the rim +and its half-light radius is pushed outward. A pure scale error (render radially compressed or expanded) is +caught by the half-light radius ratio instead. Highest value for a centrally concentrated, near-spherical +subject. **Read the difference map for *where*, the levels for *how much*.** On the LMC it showed the bar blue (core too dark, the opacity shoulder) and the body a red ring (mid-tones too bright), which diff --git a/labs/nebula/packages/lab/browser/browser-difference-map.ts b/labs/nebula/packages/lab/browser/browser-difference-map.ts index 7054475b4b..2b0aec998b 100644 --- a/labs/nebula/packages/lab/browser/browser-difference-map.ts +++ b/labs/nebula/packages/lab/browser/browser-difference-map.ts @@ -66,9 +66,9 @@ try { document.querySelector('.reconstruction-controls')?.getAttribute('data-reconstruction-result') === value, id, { timeout: 120000 }); await page.locator('#reference-view').click(); await settle(page); - // The second round button, directly under Levels. + // The second of three round buttons, directly under Levels (Radial profile sits third, under Difference map). const order = await page.locator('.workspace-tool-buttons [data-workspace-tool]').evaluateAll(nodes => nodes.map(node => (node as HTMLElement).dataset.workspaceTool)); - assert.deepEqual(order, ['levels', 'difference'], `tool order ${order.join(',')}`); + assert.deepEqual(order, ['levels', 'difference', 'radial'], `tool order ${order.join(',')}`); const [levelsBox, differenceBox] = await Promise.all(['levels', 'difference'].map(tool => page.locator(`[data-workspace-tool="${tool}"]`).boundingBox())); assert.ok(levelsBox && differenceBox && differenceBox.y > levelsBox.y + levelsBox.height - 1 && Math.abs(differenceBox.x - levelsBox.x) < .5, 'not under Levels'); diff --git a/labs/nebula/packages/lab/browser/browser-lens-radial.ts b/labs/nebula/packages/lab/browser/browser-lens-radial.ts new file mode 100644 index 0000000000..5428e06168 --- /dev/null +++ b/labs/nebula/packages/lab/browser/browser-lens-radial.ts @@ -0,0 +1,69 @@ +/** + * The live Radial profile panel in the real Reconstruction sidebar, for two image lenses. + * + * Read-only: it selects lenses through the page's own image picker and opens the panel, so the measurement + * arrives through the same route a person browsing the lab hits. Args: [base-url] [output-directory]. + */ +import assert from 'node:assert/strict'; +import { mkdir, writeFile } from 'node:fs/promises'; +import { resolve } from 'node:path'; +import { chromium, type Page } from 'playwright'; + +const base = process.argv[2] ?? 'http://127.0.0.1:4331'; +const output = resolve(process.argv[3] ?? '.local/nebula-lab/lens-radial'); +const lenses = ['horalek-widefield', 'vista-infrared']; +await mkdir(output, { recursive: true }); + +const errors: string[] = [], ignored: string[] = [], report: unknown[] = []; +const browser = await chromium.launch({ headless: true }); +try { + const page: Page = await browser.newPage({ viewport: { width: 1500, height: 1050 } }); + const note = (text: string) => { (/favicon/.test(text) ? ignored : errors).push(text); }; + page.on('pageerror', error => note(String(error))); + page.on('console', message => { if (message.type() === 'error') note(`${message.text()} @ ${message.location().url || 'unknown'}`); }); + page.on('response', response => { if (response.status() >= 400) note(`http ${response.status()} ${response.url()}`); }); + + const catalogue = await (await fetch(`${base}/__nebula/reconstruction?subjectId=lmc-clouds`)).json(); + assert.ok(catalogue.finiteModel?.modelResultId, 'The LMC needs a discovered finite model to have lenses.'); + await page.goto(`${base}/reconstruction?subject=lmc-clouds`); + await page.waitForSelector('#reconstruction-image option[value="horalek-widefield"]', { state: 'attached' }); + for (const imageId of lenses) { + const expected = catalogue.candidates.find((row: { imageId: string }) => row.imageId === imageId); + assert.ok(expected?.prepared?.resultId, `No baked lens for ${imageId}.`); + await page.selectOption('#reconstruction-image', imageId); + await page.waitForFunction(id => document.querySelector('.reconstruction-controls')?.getAttribute('data-reconstruction-result') === id, + expected.prepared.resultId, { timeout: 120000 }); + + // The third round button, under Levels and Difference map. + const order = await page.locator('.workspace-tool-buttons [data-workspace-tool]').evaluateAll(nodes => nodes.map(node => (node as HTMLElement).dataset.workspaceTool)); + assert.deepEqual(order, ['levels', 'difference', 'radial'], `tool order ${order.join(',')}`); + await page.locator('[data-workspace-tool="radial"]').click(); + const panel = page.locator('.lens-radial-panel'); + await panel.waitFor(); + await page.waitForFunction(id => { + const node = document.querySelector('.lens-radial-panel'); + return node?.dataset.lensRadialState === 'ready' && node.dataset.lensRadialResult === id; + }, expected.prepared.resultId, { timeout: 120000 }); + const measured = await panel.evaluate(node => ({ + resultId: (node as HTMLElement).dataset.lensRadialResult, + polylines: node.querySelectorAll('polyline').length, + canvas: node.querySelectorAll('canvas').length, + numbers: node.querySelector('.lens-radial-numbers')?.textContent?.trim() ?? '', + status: node.querySelector('.lens-radial-status')?.textContent?.trim() ?? '', + })); + assert.equal(measured.resultId, expected.prepared.resultId); + // Source, render and ratio strokes, drawn as SVG; never a canvas. + assert.equal(measured.polylines, 3, `${imageId} polylines ${measured.polylines}`); + assert.equal(measured.canvas, 0); + assert.match(measured.numbers, /half-light radius .+px.+rms log ratio .+worst/s); + assert.match(measured.status, /grid \d+×\d+ · footprint [\d,]+ px/); + await panel.screenshot({ path: `${output}/radial-${imageId}.png` }); + await page.screenshot({ path: `${output}/lab-${imageId}.png` }); + report.push({ imageId, ...measured }); + // Close the panel so the next lens starts from the same closed state. + await page.locator('.workspace-tool-close').click(); + } + assert.deepEqual(errors, [], `Console errors: ${errors.join(' | ')}`); +} finally { await browser.close(); } +await writeFile(`${output}/report.json`, JSON.stringify({ base, lenses, ignored, report }, null, 2) + '\n'); +console.log('LENS_RADIAL_BROWSER_OK', output, JSON.stringify(report.map((row: any) => [row.imageId, row.polylines]))); diff --git a/labs/nebula/packages/lab/src/cli/commands.ts b/labs/nebula/packages/lab/src/cli/commands.ts index 1b75c402ad..bcac5904e4 100644 --- a/labs/nebula/packages/lab/src/cli/commands.ts +++ b/labs/nebula/packages/lab/src/cli/commands.ts @@ -87,5 +87,6 @@ export const labCommands: Record = { "browser-reconstruction-reference": "labs/nebula/packages/lab/browser/browser-reconstruction-reference.ts", "browser-reconstruction-tabs": "labs/nebula/packages/lab/browser/browser-reconstruction-tabs.ts", "browser-lens-levels": "labs/nebula/packages/lab/browser/browser-lens-levels.ts", - "browser-difference-map": "labs/nebula/packages/lab/browser/browser-difference-map.ts" + "browser-difference-map": "labs/nebula/packages/lab/browser/browser-difference-map.ts", + "browser-lens-radial": "labs/nebula/packages/lab/browser/browser-lens-radial.ts" }; diff --git a/labs/nebula/packages/lab/src/features/reconstruction/lens-radial-panel.css b/labs/nebula/packages/lab/src/features/reconstruction/lens-radial-panel.css new file mode 100644 index 0000000000..77887b8139 --- /dev/null +++ b/labs/nebula/packages/lab/src/features/reconstruction/lens-radial-panel.css @@ -0,0 +1,60 @@ +.lens-radial-legend { + display: flex; + align-items: center; + gap: 5px; + margin: 10px 0 4px; + font-size: 11px; + color: var(--text-secondary); +} +.lens-radial-key { + display: inline-block; + width: 14px; + height: 2px; +} +.lens-radial-legend .lens-radial-key:not(:first-child) { + margin-left: 8px; +} +.lens-radial-status, +.lens-radial-note { + margin: 6px 0 0; + font-size: 10px; + line-height: 1.45; + color: var(--text-muted); + overflow-wrap: anywhere; +} +.lens-radial-status[data-error="true"] { + color: #e8998c; +} +.lens-radial-plot { + display: block; + width: 100%; + height: auto; + margin-top: 4px; + background: #0b0d11; + border-radius: 4px; +} +.lens-radial-plot .lens-radial-frame { + fill: #0b0d11; + stroke: #2a2f3a; + stroke-width: 1; +} +.lens-radial-plot .lens-radial-grid { + stroke: #1d222b; + stroke-width: 1; +} +.lens-radial-plot .lens-radial-zero { + stroke: #5b6472; + stroke-width: 1; +} +.lens-radial-plot .lens-radial-axis { + font-size: 7px; + fill: #9aa3b2; +} +.lens-radial-numbers { + margin: 6px 0 0; + font-family: ui-monospace, Menlo, monospace; + font-size: 10px; + line-height: 1.5; + color: #c8cfdb; + overflow-wrap: anywhere; +} diff --git a/labs/nebula/packages/lab/src/features/reconstruction/lens-radial-panel.tsx b/labs/nebula/packages/lab/src/features/reconstruction/lens-radial-panel.tsx new file mode 100644 index 0000000000..630d6c0209 --- /dev/null +++ b/labs/nebula/packages/lab/src/features/reconstruction/lens-radial-panel.tsx @@ -0,0 +1,107 @@ +/** + * Live radial profile for the displayed image lens, drawn as inline SVG: does brightness fall off with radius + * the way the source does? + * + * Levels (a histogram) can match p50/p90/p99 exactly while the structure sits in the wrong place; the + * difference map shows where the error is but not its radial shape. This panel plots azimuthally averaged + * source and render brightness against radius from the footprint's own centroid, plus their ratio, so a + * brightness swap between the centre and an annulus — invisible to a histogram — reads as a curve that + * departs from the render÷source = 1 line. Every number comes from `/__nebula/reconstruction-radial`; nothing + * is measured here. + */ +import { useEffect, useState } from 'react'; +import type { LensRadialBin, LensRadialProfile } from '../../server/services/lens-radial.ts'; +import './lens-radial-panel.css'; + +const WIDTH = 320, HEIGHT = 150; +const PLOT = { x: 34, y: 8, w: 280, h: 74 }; +const RATIO = { x: 34, y: 94, w: 280, h: 40 }; +const SOURCE_STROKE = '#c9ced9', RENDER_STROKE = '#48c9c0', RATIO_STROKE = '#e0b34a'; +export const RADIAL_TOOLTIP = 'Radial profile · brightness vs radius, render against this image'; +/** Concentric-rings glyph for the floating Radial profile tool button. */ +export const RadialIcon = () => ; + +function polyline(points: string[], stroke: string) { + return points.length > 1 + ? : null; +} + +function RadialPlot({ profile }: { profile: LensRadialProfile }) { + const defined = profile.radialBins.filter((bin): bin is LensRadialBin & { sourceMean: number; renderMean: number } => + bin.pixels > 0 && bin.sourceMean !== null && bin.renderMean !== null); + const peak = Math.max(1, ...defined.flatMap(bin => [bin.sourceMean, bin.renderMean])); + const maxRadius = Math.max(1, profile.maxRadius); + const at = (radius: number, value: number, box: typeof PLOT) => + `${(box.x + radius / maxRadius * box.w).toFixed(1)},${(box.y + box.h - Math.max(0, value) / peak * box.h).toFixed(1)}`; + const sourceLine = defined.map(bin => at(bin.radius, bin.sourceMean, PLOT)); + const renderLine = defined.map(bin => at(bin.radius, bin.renderMean, PLOT)); + const ratioBins = profile.radialBins.filter((bin): bin is LensRadialBin & { ratio: number } => bin.ratio !== null && bin.ratio > 0); + const ratioPeak = Math.max(1, ...ratioBins.map(bin => Math.abs(Math.log(bin.ratio)))); + const ratioLine = ratioBins.map(bin => `${(RATIO.x + bin.radius / maxRadius * RATIO.w).toFixed(1)},` + + `${(RATIO.y + RATIO.h / 2 - Math.log(bin.ratio) / ratioPeak * (RATIO.h / 2 - 2)).toFixed(1)}`); + return + + {[.25, .5, .75].map(fraction => )} + {polyline(sourceLine, SOURCE_STROKE)} + {polyline(renderLine, RENDER_STROKE)} + brightness + + + {polyline(ratioLine, RATIO_STROKE)} + render ÷ source (log) + {[0, .5, 1].map(fraction => {Math.round(fraction * maxRadius)}px)} + ; +} + +/** Measures while mounted; the floating Radial profile tool mounts it only while its panel is open. */ +export function LensRadialPanel({ resultId }: { resultId?: string }) { + const [state, setState] = useState<{ status: 'idle' | 'loading' | 'ready' | 'error'; profile?: LensRadialProfile; error?: string }>({ status: 'idle' }); + useEffect(() => { + if (!resultId) { setState({ status: 'idle' }); return; } + const controller = new AbortController(); + setState({ status: 'loading' }); + void (async () => { + try { + const response = await fetch(`/__nebula/reconstruction-radial?resultId=${encodeURIComponent(resultId)}`, { signal: controller.signal }); + const value = await response.json(); + if (!response.ok) throw new Error(value.error ?? `Radial profile unavailable (HTTP ${response.status}).`); + if (value.schema !== 'cssearth-nebula-lens-radial@1' || value.resultId !== resultId || !Array.isArray(value.radialBins)) + throw new TypeError('Invalid radial profile measurement.'); + if (!controller.signal.aborted) setState({ status: 'ready', profile: value as LensRadialProfile }); + } catch (error) { + if (!controller.signal.aborted) setState({ status: 'error', error: error instanceof Error ? error.message : String(error) }); + } + })(); + return () => controller.abort(); + }, [resultId]); + const profile = state.profile; + return
+ {state.status === 'error' &&

{state.error}

} + {state.status === 'loading' &&

Measuring this lens…

} + {profile && <> +

+ source image + render + ratio +

+ +

+ half-light radius {profile.halfLightRadiusSource?.toFixed(1) ?? '—'}px → {profile.halfLightRadiusRender?.toFixed(1) ?? '—'}px + {' '}(×{profile.halfLightRadiusRatio?.toFixed(2) ?? '—'})
+ rms log ratio {profile.rmsLogRatio?.toFixed(2) ?? '—'} · + {' '}worst {profile.worstBin ? `×${profile.worstBin.ratio.toFixed(2)} @${profile.worstBin.radius.toFixed(0)}px` : '—'} +

+

+ {profile.imageId} · grid {profile.grid.width}×{profile.grid.height} · footprint {profile.footprintPixels.toLocaleString()} px · + {' '}{profile.bins} bins to {profile.maxRadius.toFixed(0)}px +

+

{profile.note}

+ } +
; +} diff --git a/labs/nebula/packages/lab/src/features/reconstruction/reconstruction-controls-react.tsx b/labs/nebula/packages/lab/src/features/reconstruction/reconstruction-controls-react.tsx index 4b5c6d91cb..ec2672d752 100644 --- a/labs/nebula/packages/lab/src/features/reconstruction/reconstruction-controls-react.tsx +++ b/labs/nebula/packages/lab/src/features/reconstruction/reconstruction-controls-react.tsx @@ -10,6 +10,7 @@ import { readCloudAppearance, saveCloudAppearance } from './cloud-appearance-sto import { CloudAppearanceControls } from './cloud-appearance-controls'; import { LensLevelsPanel, LevelsIcon, LEVELS_TOOLTIP } from './lens-levels-panel'; import { differenceTool } from './difference-map'; +import { LensRadialPanel, RadialIcon, RADIAL_TOOLTIP } from './lens-radial-panel'; import type { DifferenceOverlayState } from '../legacy-viewer/difference-plane'; import { saveLensSettings } from './lens-settings-export.ts'; import { ImageCredit } from '../workspace/image-credit'; @@ -276,10 +277,12 @@ export function ReconstructionControls({ context, viewerBusy: busy, onSelect, ca {view.appearanceDirty && !view.running && !view.error && !view.processDisabled ? 'Changes ready · Preview to apply.' : view.text}