finish op• Data kinds: normalmap → rgbimage
• Call: import metalfinish; metalfinish.finish_shade(normals, kind='linear', metal='al', light=(0.3, 0.4, 0.87), view=(0.0, 0.0, 1.0), angle_deg=0.0, center=None, scale=1.0, patchiness=0.0, strength=1.0, seed=0) -> 'np.ndarray' (or opsoptics.get("finish_shade"))
Shade a metal surface by material × finish → linear sRGB (H, W, 3).
> The detailed description below is the original text — the summary and the headings are translated.
材質は複素屈折率から色を作り(glassmirror.metal_mirror_rgb)、仕上げは
接線場と異方性粗さから微小面の分布を作る(matappear.ward_anisotropic)。
さらに角度依存の Fresnel を掛けるので、縁ほど明るくなる(金属でも起きる)。
normals: (H, W, 3)。kind: FINISHES。metal: glassmirror.METALS。
strength: 全体の強さ。その他は tangent_field / roughness_field と同じ。
返り値: (H, W, 3) 線形 sRGB(拡散項は含まない — 金属に拡散反射は無い)。
Every optics op validates its input before computing (nothing slips through silently):
• Units are baked into the argument name — _mm / _um / _deg / _mrad. Confusing mm with µm does not crash; it yields a plausible-looking wrong answer, so the name prevents it. Nothing here guesses the unit from the magnitude.
• **Strings raise ValueError** — float('50') succeeds, so an unparsed configuration value would slip through as a length (measured: thin_lens('50', '200') returned a plausible 66.667 mm). bool is refused too, as the implicit promotion True == 1.
• **complex / masked arrays raise ValueError (real-valued slots only; silently dropping the imaginary part or peeling off the mask is refused). NaN/Inf raises ValueError on every input.**
• Division by zero and its relatives are refused by name: focal length 0, radius of curvature 0, refractive index <= 0, a fully opaque aperture (all zeros, so the normalisation is 0/0), a PSF whose sum is <= 0, a Stokes vector with S0 = 0, and an object sitting at the front focal point (the image is at infinity).
• Only two ops return a non-finite value, and both state it as a contract: depth_of_field returns far_mm = inf beyond the hyperfocal distance (that is what the hyperfocal distance means), and gaussian_beam returns wavefront_radius_mm = inf at the waist (the radius of curvature of a plane wavefront). Both also return a finite companion (far_is_infinite / curvature_per_mm). **Any other silent NaN/Inf is detected internally and raises ValueError** — "float64 overflowed" and "the answer is infinite" are different claims, so the first is never returned wearing the face of the second.
• Size caps: generated grids are capped by optics.MAX_GRID (4096); supplied fields/PSFs/apertures by optics.MAX_FIELD_ELEMENTS (2^24); ABCD element chains by optics.MAX_SYSTEM_ELEMENTS (1024); Zernike by MAX_ZERNIKE_TERMS (512) / MAX_ZERNIKE_ORDER (40) / MAX_ZERNIKE_BASIS (2^25). This closes, fail-closed, the paths where a small argument triggers a huge internal allocation (measured: n_max=40 × 4096² needs 108 GB).
• Physically impossible states are refused too: a Stokes vector with degree of polarisation > 1, negative transmittance, negative intensity, and invalid Zernike indices such as n-|m| odd.
• Sample-data catalog (download URLs / licences) — 2-D uses skimage.data (BSD/public domain) plus synthetic images; 3-D lists download URLs for real data sources (Stanford, PDS, …).
• Operator provenance and references — the sources of the research/methods this op family came from.
• The canonical algorithm (author, year) and its uses are named in the family usage guide above.
• machined_metal_and_materials — py -3.11 examples/machined_metal_and_materials.py
rgbimage as input)clearcoat_shade · wetness · defocus_blur · diffraction_blur · sensor_capture
finish)finish_catalog · tangent_field · micro_normals · blast_normals
*Provenance: metalfinish.py — OPTICS operator registry. This per-op note is generated by tools/opdocs.py md (do not hand-edit).*
© 2026 Kazufumi Furuse — Fullseye operator documentation. Licensed under Apache-2.0.