sog.ts
examples/sogs/sog.ts · raw · open the example · all examples · site home
Exports: SH_C0SH_COEFFICIENTSLABEL_BUNDLESogMetaisSogMetaparseSogMetaProgressSogSourceSogInputfetchBytesurlSourceopenSogInputSogImagesloadImagesscaleTablescolorTablesalphaTableshTablepaletteShapedecodePaletteDecodedSogdecodeSog
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// PlayCanvas SOG (v2: codebooks) and SOGS (v1: per-channel ranges): the
// meta.json, where its files come from (SogSource: a meta.json URL with
// its WebPs beside it, a .sog / .zip archive, or dropped files), and the CPU
// decoder into a table of splats of a standard layout plus a per-splat
// palette label (bundle shLabel), with the palette of SH coefficients (an
// ext ShPalette of the centroids' codebook values) in a table of its own.
// Decoding follows
// PlayCanvas's reference loader and Spark's (spark-lib sogs.rs):
// means 16-bit (means_l low byte, means_u high byte) between mins and
// maxs, then sign(v) (exp |v| - 1)
// quats the three smallest components as (b / 255 - 0.5) sqrt 2; alpha
// 252 + the index of the largest (x y z w), rebuilt positive
// scales log scales: v1 between mins and maxs, v2 codebook[b]
// sh0 color 0.5 + SH_C0 f_dc (v1 ranges, v2 codebook); alpha a logit
// between v1's ranges, or v2's linear b / 255
// shN labels R | G << 8; centroid n at x = (n % 64) * coefficients,
// y = n / 64, one RGB texel per coefficient (v1 between the two
// ranges, v2 codebook[b])
import { ArrayData, Sh, ShPalette, SplatMath, Splats, type ShDegree, type SplatLayout } from "@sparkjsdev/radix";
import { decodePixels, type Pixels } from "./webp.js";
import { ZipArchive } from "./zip.js";
export const SH_C0 = 0.28209479177387814;
// Coefficients per color beyond the base color, by degree
export const SH_COEFFICIENTS = Sh.COEFFICIENTS;
export const LABEL_BUNDLE = Sh.LABEL;
// --- meta.json ---
export interface SogMeta {
version: 1 | 2;
count: number;
means: { mins: number[]; maxs: number[]; files: string[] };
scales: { mins?: number[]; maxs?: number[]; codebook?: number[]; files: string[] };
quats: { files: string[] };
sh0: { mins?: number[]; maxs?: number[]; codebook?: number[]; files: string[] };
shN?: { mins?: number; maxs?: number; codebook?: number[]; files: string[] };
// From the meta when it says (v2 bands, v1 shN.shape), else from the
// centroid image when decoding
degree?: number;
paletteSize?: number;
}
interface RawMeta {
version?: number;
count?: number;
means: { mins: number[]; maxs: number[]; files: string[]; shape?: number[] };
scales: SogMeta["scales"];
quats: { files: string[]; encoding?: string };
sh0: SogMeta["sh0"];
shN?: { mins?: number; maxs?: number; codebook?: (number | null)[]; files: string[]; count?: number; bands?: number; shape?: number[] };
}
// Codebooks may start with null: PlayCanvas extrapolates entry 0
function patchCodebook(codebook?: (number | null)[]): number[] | undefined {
if (codebook && codebook[0] === null) {
codebook[0] = codebook[1]! + (codebook[1]! - codebook[255]!) / 255;
}
return codebook as number[] | undefined;
}
export function isSogMeta(json: unknown): json is RawMeta {
const meta = json as RawMeta;
return typeof meta === "object" && meta !== null && Array.isArray(meta.means?.files) && Array.isArray(meta.quats?.files) && Array.isArray(meta.sh0?.files);
}
export function parseSogMeta(json: unknown): SogMeta {
if (!isSogMeta(json)) {
throw new Error("Not a SOG meta.json");
}
const raw = json;
const version = raw.version === 2 ? 2 : 1;
if (version === 1 && raw.quats.encoding && raw.quats.encoding !== "quaternion_packed") {
throw new Error(`SOGS quaternion encoding ${raw.quats.encoding} is not supported`);
}
const count = version === 2 ? raw.count : raw.means.shape?.[0];
if (!count) {
throw new Error("SOG meta.json has no splat count");
}
const meta: SogMeta = {
version,
count,
means: raw.means,
scales: { ...raw.scales, codebook: patchCodebook(raw.scales.codebook) },
quats: raw.quats,
sh0: { ...raw.sh0, codebook: patchCodebook(raw.sh0.codebook) },
};
const shN = raw.shN;
if (shN) {
meta.shN = { ...shN, codebook: patchCodebook(shN.codebook) };
if (version === 2 && shN.bands) {
meta.degree = Math.min(3, shN.bands);
} else if (version === 1 && shN.shape) {
const values = shN.shape[1];
meta.degree = values >= 42 ? 3 : values >= 24 ? 2 : values >= 9 ? 1 : undefined;
}
meta.paletteSize = version === 2 ? shN.count : undefined;
}
return meta;
}
// --- Where the files come from ---
export type Progress = (fraction: number, stage: string) => void;
// One SOG's meta and its files by the names meta.json gives
export interface SogSource {
name: string;
meta: SogMeta;
getFile(name: string): Promise<Uint8Array<ArrayBuffer>>;
}
// What a URL or dropped files hold: one SOG, or a LoD scene's lod-meta.json
export type SogInput =
| { kind: "sog"; source: SogSource }
| { kind: "lod"; json: unknown; url: string };
// The bytes at `url`, reporting the download
export async function fetchBytes(url: string, onProgress?: Progress, stage = "downloading"): Promise<Uint8Array<ArrayBuffer>> {
const response = await fetch(url);
if (!response.ok || !response.body) {
throw new Error(`${url}: HTTP ${response.status}`);
}
const total = Number(response.headers.get("content-length")) || 0;
let read = 0;
const counted = response.body.pipeThrough(new TransformStream<Uint8Array, Uint8Array>({
transform(chunk, controller) {
read += chunk.byteLength;
onProgress?.(total ? Math.min(read / total, 1) : 0, stage);
controller.enqueue(chunk);
},
}));
return new Uint8Array(await new Response(counted).arrayBuffer());
}
const baseName = (path: string) => path.split(/[\\/]/).pop() ?? path;
// meta.json may sit in a folder inside the archive: the files it names are
// in that folder
async function archiveSource(bytes: Uint8Array<ArrayBuffer>, name: string): Promise<SogSource> {
const zip = new ZipArchive(bytes);
const metaName = [...zip.entries.keys()].filter((entry) => baseName(entry) === "meta.json").sort((a, b) => a.length - b.length)[0];
if (!metaName) {
throw new Error(`${name}: no meta.json in the archive`);
}
const prefix = metaName.slice(0, metaName.length - "meta.json".length);
const metaBytes = await zip.read(metaName);
return {
name,
meta: parseSogMeta(JSON.parse(new TextDecoder().decode(metaBytes))),
getFile: (file) => zip.read(zip.entries.has(prefix + file) ? prefix + file : file),
};
}
// A SOG whose files sit beside meta.json at `url`
export function urlSource(url: string, json: unknown, onProgress?: Progress): SogSource {
return {
name: url,
meta: parseSogMeta(json),
getFile: (file) => fetchBytes(new URL(file, url).href, onProgress, `downloading ${file}`),
};
}
// A URL (meta.json, lod-meta.json, .sog or .zip), archive bytes, a File
// (an archive), or the files of a dropped folder (meta.json and its WebPs)
export async function openSogInput(input: string | Uint8Array<ArrayBuffer> | File | File[], { name, onProgress }: { name?: string; onProgress?: Progress } = {}): Promise<SogInput> {
if (Array.isArray(input)) {
const byName = new Map(input.map((file) => [baseName(file.webkitRelativePath || file.name), file]));
const metaFile = byName.get("meta.json");
if (!metaFile) {
if (input.length === 1) {
return openSogInput(input[0], { name, onProgress });
}
throw new Error("Dropped files have no meta.json");
}
return {
kind: "sog",
source: {
name: name ?? metaFile.webkitRelativePath ?? metaFile.name,
meta: parseSogMeta(JSON.parse(await metaFile.text())),
getFile: async (file) => {
const found = byName.get(baseName(file));
if (!found) {
throw new Error(`Dropped files lack ${file}`);
}
return new Uint8Array(await found.arrayBuffer());
},
},
};
}
if (input instanceof File) {
const bytes = new Uint8Array(await input.arrayBuffer());
if (ZipArchive.isZip(bytes)) {
return { kind: "sog", source: await archiveSource(bytes, name ?? input.name) };
}
throw new Error(`${input.name}: a lone meta.json needs its WebPs (drop the folder, or all its files)`);
}
if (input instanceof Uint8Array) {
return { kind: "sog", source: await archiveSource(input, name ?? "archive") };
}
const url = new URL(input, location.href).href;
const bytes = await fetchBytes(url, onProgress);
if (ZipArchive.isZip(bytes)) {
return { kind: "sog", source: await archiveSource(bytes, name ?? url) };
}
const json = JSON.parse(new TextDecoder().decode(bytes)) as Record<string, unknown>;
if ("lodLevels" in json && "tree" in json) {
return { kind: "lod", json, url };
}
return { kind: "sog", source: urlSource(url, json, onProgress) };
}
// --- Decoding on the CPU ---
export interface SogImages {
meansL: Pixels;
meansU: Pixels;
quats: Pixels;
scales: Pixels;
sh0: Pixels;
centroids?: Pixels;
labels?: Pixels;
}
export async function loadImages(source: SogSource): Promise<SogImages> {
const { meta } = source;
const get = (name: string) => source.getFile(name).then(decodePixels);
const [meansL, meansU, quats, scales, sh0, centroids, labels] = await Promise.all([
get(meta.means.files[0]), get(meta.means.files[1]), get(meta.quats.files[0]), get(meta.scales.files[0]), get(meta.sh0.files[0]),
meta.shN ? get(meta.shN.files[0]) : undefined, meta.shN ? get(meta.shN.files[1]) : undefined,
]);
return { meansL, meansU, quats, scales, sh0, centroids, labels };
}
// 256-entry tables of what a byte decodes to
const table = (f: (b: number) => number) => Float32Array.from({ length: 256 }, (_, b) => f(b));
const lerp = (min: number, max: number, b: number) => min + ((max - min) * b) / 255;
export function scaleTables(meta: SogMeta): Float32Array[] {
const { codebook, mins, maxs } = meta.scales;
return [0, 1, 2].map((axis) => table((b) => Math.exp(codebook ? codebook[b] : lerp(mins![axis], maxs![axis], b))));
}
export function colorTables(meta: SogMeta): Float32Array[] {
const { codebook, mins, maxs } = meta.sh0;
return [0, 1, 2].map((c) => table((b) => 0.5 + SH_C0 * (codebook ? codebook[b] : lerp(mins![c], maxs![c], b))));
}
export function alphaTable(meta: SogMeta): Float32Array {
const { mins, maxs } = meta.sh0;
return table((b) => (meta.version === 2 ? b / 255 : 1 / (1 + Math.exp(-lerp(mins![3], maxs![3], b)))));
}
export function shTable(meta: SogMeta): Float32Array {
const shN = meta.shN!;
return table((b) => (shN.codebook ? shN.codebook[b] : lerp(shN.mins!, shN.maxs!, b)));
}
// The degree and the palette's size, from the meta or the centroid image
export function paletteShape(meta: SogMeta, centroids: { width: number; height: number }) {
const degree = meta.degree ?? (SH_COEFFICIENTS as readonly number[]).indexOf(centroids.width / 64);
if (degree < 1) {
throw new Error(`SOG centroid image ${centroids.width} wide matches no SH degree`);
}
return { degree: degree as ShDegree, size: Math.min(meta.paletteSize ?? 64 * centroids.height, 64 * centroids.height) };
}
// The SH palette from the centroid image: ext entries of the centroid
// bytes' codebook values (value k * 3 + c is coefficient k's channel c)
export function decodePalette(meta: SogMeta, centroids: Pixels): { palette: ShPalette; degree: ShDegree } {
const { degree, size } = paletteShape(meta, centroids);
const coefficients = SH_COEFFICIENTS[degree];
const book = shTable(meta);
const palette = ShPalette.create({ codec: "ext", degree, size });
const coeffs = new Float32Array(Sh.VALUES);
for (let n = 0; n < size; n += 1) {
const texel = (n >> 6) * centroids.width + (n & 63) * coefficients;
for (let k = 0; k < coefficients; k += 1) {
for (let c = 0; c < 3; c += 1) {
coeffs[k * 3 + c] = book[centroids.rgba[(texel + k) * 4 + c]];
}
}
palette.set(n, coeffs);
}
return { palette, degree };
}
export interface DecodedSog {
// Splats of the asked layout, plus bundle shLabel with SH
data: ArrayData;
palette?: ShPalette;
degree: number;
meta: SogMeta;
}
export async function decodeSog(source: SogSource, { layout = "extSplats", onProgress }: {
layout?: SplatLayout;
onProgress?: Progress;
} = {}): Promise<DecodedSog> {
const { meta } = source;
const images = await loadImages(source);
onProgress?.(0, "decoding");
const count = meta.count;
const data = Splats.make(count, { layout }) as unknown as ArrayData;
const encode = Splats.encoder(Splats.get(data).bundle);
const { meansL, meansU, quats, scales, sh0, centroids, labels } = images;
const [sx, sy, sz] = scaleTables(meta);
const [cr, cg, cb] = colorTables(meta);
const alpha = alphaTable(meta);
const quat = table((b) => (b / 255 - 0.5) * Math.SQRT2);
const { mins, maxs } = meta.means;
const unlog = (v: number) => Math.sign(v) * (Math.exp(Math.abs(v)) - 1);
const s = Splats.makeExtSplat();
s.roughness = 0;
const q = { x: 0, y: 0, z: 0, w: 1 };
const lo = meansL.rgba, hi = meansU.rgba, qs = quats.rgba, ss = scales.rgba, cs = sh0.rgba;
for (let i = 0; i < count; i += 1) {
const i4 = i * 4;
s.center.x = unlog(mins[0] + ((maxs[0] - mins[0]) * (lo[i4] | (hi[i4] << 8))) / 65535);
s.center.y = unlog(mins[1] + ((maxs[1] - mins[1]) * (lo[i4 + 1] | (hi[i4 + 1] << 8))) / 65535);
s.center.z = unlog(mins[2] + ((maxs[2] - mins[2]) * (lo[i4 + 2] | (hi[i4 + 2] << 8))) / 65535);
const a = quat[qs[i4]], b = quat[qs[i4 + 1]], c = quat[qs[i4 + 2]];
const r = Math.sqrt(Math.max(0, 1 - a * a - b * b - c * c));
const mode = qs[i4 + 3] - 252;
q.x = mode === 0 ? a : mode === 1 ? r : b;
q.y = mode <= 1 ? b : mode === 2 ? r : c;
q.z = mode <= 2 ? c : r;
q.w = mode === 0 ? r : a;
SplatMath.normalizeQuat(q, s.quaternion);
s.scales.x = sx[ss[i4]];
s.scales.y = sy[ss[i4 + 1]];
s.scales.z = sz[ss[i4 + 2]];
s.rgb.r = cr[cs[i4]];
s.rgb.g = cg[cs[i4 + 1]];
s.rgb.b = cb[cs[i4 + 2]];
s.opacity = alpha[cs[i4 + 3]];
encode(i, s);
if ((i & 0xffff) === 0) {
onProgress?.(i / count, "decoding");
}
}
if (!centroids || !labels) {
return { data, degree: 0, meta };
}
const label = data.addBundle("shLabel", LABEL_BUNDLE).bundles.shLabel.channels.label.data;
const l = labels.rgba;
for (let i = 0; i < count; i += 1) {
label[i] = l[i * 4] | (l[i * 4 + 1] << 8);
}
const { palette, degree } = decodePalette(meta, centroids);
return { data, palette, degree, meta };
}