feat(proxy): add image tracing endpoint

Add GET /trace which fetches an image, traces it into a vector shape, and returns the result BSON-encoded. Tracing is configurable via mode (alpha, bw, color) and format (shape, svg). The shape format parses the vtracer SVG into an outline/holes polygon matching @tts/mesh's Shape interface.
This commit is contained in:
2026-08-08 14:51:36 +08:00
parent d554d6bde1
commit 445dbc1781
10 changed files with 922 additions and 0 deletions
+4
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@@ -16,7 +16,11 @@
"@hono/node-server": "^1.13.7",
"@tts/shared": "workspace:*",
"@tts/tts": "workspace:*",
"@visioncortex/vtracer": "1.0.0-alpha.3",
"bson": "^6.10.4",
"hono": "^4.6.14",
"sharp": "^0.35.3",
"svgpath": "^2.6.0",
"zod": "^3.24.1"
},
"devDependencies": {
+2
View File
@@ -6,6 +6,7 @@ import asset from './routes/asset.js';
import health from './routes/health.js';
import items from './routes/items.js';
import search from './routes/search.js';
import trace from './routes/trace.js';
const env = loadEnv();
@@ -16,6 +17,7 @@ app.route('/health', health);
app.route('/search', search);
app.route('/items', items);
app.route('/asset', asset);
app.route('/trace', trace);
serve(
{
+35
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@@ -0,0 +1,35 @@
import { describe, expect, it } from 'vitest';
import { parseSvgShape } from './svgShape.js';
describe('parseSvgShape', () => {
it('parses a simple closed outline', () => {
const svg =
'<svg><path d="M0,0L10,0L10,10L0,10Z" fill="#000"/></svg>';
const shape = parseSvgShape(svg);
expect(shape.outline.length).toBeGreaterThanOrEqual(4);
expect(shape.holes).toBeUndefined();
});
it('assigns a clockwise subpath as a hole', () => {
// Outer ring CCW, inner ring CW (hole).
const svg =
'<svg><path d="M0,0L20,0L20,20L0,20ZM5,5L5,15L15,15L15,5Z" fill="#000"/></svg>';
const shape = parseSvgShape(svg);
expect(shape.outline.length).toBeGreaterThanOrEqual(4);
expect(shape.holes).toBeDefined();
expect(shape.holes!.length).toBe(1);
});
it('flattens cubic curves into multiple points', () => {
const svg =
'<svg><path d="M0,0C10,0 10,10 20,10Z" fill="#000"/></svg>';
const shape = parseSvgShape(svg);
// Start point + 12 curve samples + closing point, minus duplicate.
expect(shape.outline.length).toBeGreaterThan(3);
});
it('returns an empty outline for no paths', () => {
const shape = parseSvgShape('<svg></svg>');
expect(shape.outline).toEqual([]);
});
});
+185
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@@ -0,0 +1,185 @@
import svgpath from 'svgpath';
import type { TracedShape } from '@tts/shared';
/** Number of samples per cubic bezier when flattening curves to polylines. */
const CURVE_STEPS = 12;
/**
* Parse an SVG produced by vtracer into a `TracedShape` (outline + holes),
* matching the `Shape` interface in `@tts/mesh` so the result can be extruded
* directly. vtracer emits one `<path>` per traced region; a region with holes
* is a single path containing multiple subpaths (one per `M` command).
*
* Subpaths are classified by winding: counter-clockwise rings become the
* outline, clockwise rings become holes. Holes are assigned to the smallest
* outline that contains them (point-in-polygon on the first vertex).
*/
export function parseSvgShape(svg: string): TracedShape {
const paths = [...svg.matchAll(/<path\s+d="([^"]*)"/g)].map((m) => m[1]!);
const rings = paths.flatMap(parseRings);
if (rings.length === 0) {
return { outline: [] };
}
const outlines = rings.filter((r) => signedArea(r) > 0);
const holes = rings.filter((r) => signedArea(r) <= 0);
// Assign each hole to the smallest outline that contains its first vertex.
const assigned = new Map<number, number[][][]>();
for (const hole of holes) {
const p = hole[0]! as [number, number];
let best: number | null = null;
let bestArea = Infinity;
for (let i = 0; i < outlines.length; i++) {
const area = Math.abs(signedArea(outlines[i]!));
if (area < bestArea && pointInPolygon(p, outlines[i]!)) {
best = i;
bestArea = area;
}
}
if (best !== null) {
const list = assigned.get(best) ?? [];
list.push(hole);
assigned.set(best, list);
}
}
// The largest outline is the outer boundary; any remaining outlines are
// treated as additional (disjoint) regions, which vtracer emits as separate
// paths anyway. Keep the first/largest as the primary outline.
const primary = outlines.reduce((a, b) =>
Math.abs(signedArea(a)) >= Math.abs(signedArea(b)) ? a : b,
);
return {
outline: primary,
holes: assigned.get(outlines.indexOf(primary)),
};
}
/** Split a path's `d` attribute into rings, one per `M` subpath. */
function parseRings(d: string): number[][][] {
const rings: number[][][] = [];
let cur: number[][] | null = null;
let pen: [number, number] = [0, 0];
let ctrl: [number, number] | null = null;
svgpath(d)
.abs()
.iterate((seg) => {
const cmd = seg[0];
switch (cmd) {
case 'M':
if (cur && cur.length) rings.push(cur);
cur = [[seg[1]!, seg[2]!]];
pen = [seg[1]!, seg[2]!];
ctrl = null;
break;
case 'L':
cur?.push([seg[1]!, seg[2]!]);
pen = [seg[1]!, seg[2]!];
ctrl = null;
break;
case 'C': {
const p1: [number, number] = [seg[1]!, seg[2]!];
const p2: [number, number] = [seg[3]!, seg[4]!];
const p3: [number, number] = [seg[5]!, seg[6]!];
flattenCubic(pen, p1, p2, p3, cur!);
pen = p3;
ctrl = p2;
break;
}
case 'Q': {
// Approximate a quadratic bezier with a cubic.
const q1: [number, number] = [seg[1]!, seg[2]!];
const q2: [number, number] = [seg[3]!, seg[4]!];
const p1: [number, number] = [
pen[0] + (2 / 3) * (q1[0] - pen[0]),
pen[1] + (2 / 3) * (q1[1] - pen[1]),
];
const p2: [number, number] = [
q2[0] + (2 / 3) * (q1[0] - q2[0]),
q2[1] + (2 / 3) * (q1[1] - q2[1]),
];
flattenCubic(pen, p1, p2, q2, cur!);
pen = q2;
ctrl = q1;
break;
}
case 'Z':
case 'z':
cur?.push([pen[0], pen[1]]);
ctrl = null;
break;
default:
break;
}
});
if (cur !== null) rings.push(cur);
// Drop the duplicate closing vertex (first == last).
for (const ring of rings) {
const first = ring[0]!;
const last = ring[ring.length - 1]!;
if (
Math.abs(first[0]! - last[0]!) < 1e-6 &&
Math.abs(first[1]! - last[1]!) < 1e-6
) {
ring.pop();
}
}
return rings;
}
/** Sample a cubic bezier into `CURVE_STEPS` points appended to `out`. */
function flattenCubic(
p0: [number, number],
p1: [number, number],
p2: [number, number],
p3: [number, number],
out: number[][],
): void {
for (let i = 1; i <= CURVE_STEPS; i++) {
const t = i / CURVE_STEPS;
const mt = 1 - t;
const x =
mt * mt * mt * p0[0] +
3 * mt * mt * t * p1[0] +
3 * mt * t * t * p2[0] +
t * t * t * p3[0];
const y =
mt * mt * mt * p0[1] +
3 * mt * mt * t * p1[1] +
3 * mt * t * t * p2[1] +
t * t * t * p3[1];
out.push([x, y]);
}
}
/** Signed area of a polygon; positive means counter-clockwise. */
function signedArea(points: number[][]): number {
let area = 0;
for (let i = 0; i < points.length; i++) {
const [x1, y1] = points[i]!;
const [x2, y2] = points[(i + 1) % points.length]!;
area += x1! * y2! - x2! * y1!;
}
return area / 2;
}
/** Ray-casting point-in-polygon test. */
function pointInPolygon(p: [number, number], polygon: number[][]): boolean {
let inside = false;
for (let i = 0, j = polygon.length - 1; i < polygon.length; j = i++) {
const [xi, yi] = polygon[i]!;
const [xj, yj] = polygon[j]!;
const intersects =
yi! > p[1] !== yj! > p[1] &&
p[0] < ((xj! - xi!) * (p[1] - yi!)) / (yj! - yi!) + xi!;
if (intersects) inside = !inside;
}
return inside;
}
+103
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@@ -0,0 +1,103 @@
import { afterEach, describe, expect, it, vi } from 'vitest';
import { deserialize } from 'bson';
import sharp from 'sharp';
import trace from './trace.js';
afterEach(() => {
vi.unstubAllGlobals();
});
/** Build a small PNG with an opaque circle in the center on a transparent bg. */
async function makePng(size = 20): Promise<Buffer> {
const rgba = Buffer.alloc(size * size * 4);
const cx = size / 2;
const cy = size / 2;
const r = size / 3;
for (let y = 0; y < size; y++) {
for (let x = 0; x < size; x++) {
if (Math.hypot(x - cx, y - cy) <= r) {
const i = (y * size + x) * 4;
rgba[i] = 255;
rgba[i + 1] = 255;
rgba[i + 2] = 255;
rgba[i + 3] = 255;
}
}
}
return sharp(rgba, { raw: { width: size, height: size, channels: 4 } })
.png()
.toBuffer();
}
function stubFetch(body: Buffer) {
vi.stubGlobal(
'fetch',
vi.fn().mockResolvedValue(
new Response(new Uint8Array(body), {
headers: { 'content-type': 'image/png' },
}),
),
);
}
describe('trace route', () => {
it('rejects a missing url', async () => {
const res = await trace.request('/');
expect(res.status).toBe(400);
expect(await res.json()).toEqual({ error: 'Required' });
});
it('rejects a non-http url', async () => {
const res = await trace.request('/?url=file%3A%2F%2F%2Fetc%2Fpasswd');
expect(res.status).toBe(400);
});
it('returns 502 when the upstream fetch fails', async () => {
vi.stubGlobal(
'fetch',
vi.fn().mockResolvedValue(new Response('error', { status: 500 })),
);
const res = await trace.request('/?url=https%3A%2F%2Fexample.com%2Fa.png');
expect(res.status).toBe(502);
});
it('returns a BSON shape by default', async () => {
stubFetch(await makePng());
const res = await trace.request('/?url=https%3A%2F%2Fexample.com%2Fa.png');
expect(res.status).toBe(200);
expect(res.headers.get('content-type')).toBe('application/octet-stream');
const result = deserialize(new Uint8Array(await res.arrayBuffer()));
expect(result.format).toBe('shape');
expect(result.mode).toBe('alpha');
expect(result.width).toBe(20);
expect(result.height).toBe(20);
expect(typeof result.svg).toBe('string');
expect(result.svg).toContain('<svg');
expect(result.shape).toBeDefined();
expect(result.shape.outline.length).toBeGreaterThan(3);
});
it('returns a raw SVG when format=svg', async () => {
stubFetch(await makePng());
const res = await trace.request(
'/?url=https%3A%2F%2Fexample.com%2Fa.png&format=svg',
);
expect(res.status).toBe(200);
const result = deserialize(new Uint8Array(await res.arrayBuffer()));
expect(result.format).toBe('svg');
expect(result.shape).toBeUndefined();
expect(typeof result.svg).toBe('string');
});
it('supports bw mode', async () => {
stubFetch(await makePng());
const res = await trace.request(
'/?url=https%3A%2F%2Fexample.com%2Fa.png&mode=bw',
);
expect(res.status).toBe(200);
const result = deserialize(new Uint8Array(await res.arrayBuffer()));
expect(result.mode).toBe('bw');
expect(result.shape.outline.length).toBeGreaterThan(3);
});
});
+143
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@@ -0,0 +1,143 @@
import { Hono } from 'hono';
import { serialize } from 'bson';
import sharp from 'sharp';
import { createRequire } from 'module';
import { traceRequestSchema, type TraceResult } from '@tts/shared';
import { parseSvgShape } from './svgShape.js';
// vtracer is a CommonJS package; load it via require so the wasm initializes
// with the correct `__dirname`.
const require = createRequire(import.meta.url);
const vtracer = require('@visioncortex/vtracer') as {
convertPixels(
rgba: Uint8Array,
width: number,
height: number,
options: Record<string, unknown>,
): string;
};
const app = new Hono();
/**
* Trace an image into a vector shape and return it BSON-encoded.
*
* `mode` controls how the traced region is derived:
* - `alpha` (default): the alpha channel (opaque -> shape)
* - `bw`: luminance thresholding
* - `color`: vtracer's native color clustering
*
* `format` selects the response shape: `shape` (default) returns a parsed
* `{ outline, holes }` polygon ready for `@tts/mesh`; `svg` returns the raw
* SVG string.
*/
app.get('/', async (c) => {
const parsed = traceRequestSchema.safeParse(c.req.query());
if (!parsed.success) {
return c.json({ error: parsed.error.issues[0]?.message }, 400);
}
const { url, mode, threshold, format, simplify, maxColors } = parsed.data;
// Only allow http(s) to avoid SSRF via file://, etc.
const parsedUrl = new URL(url);
if (parsedUrl.protocol !== 'http:' && parsedUrl.protocol !== 'https:') {
return c.json({ error: 'Only http(s) urls are allowed' }, 400);
}
let image: Buffer;
try {
const res = await fetch(url);
if (!res.ok) {
return c.json({ error: `Image responded ${res.status}` }, 502);
}
image = Buffer.from(await res.arrayBuffer());
} catch (err) {
return c.json({ error: `Failed to fetch image: ${String(err)}` }, 502);
}
let svg: string;
let width: number;
let height: number;
try {
const { data, info } = await sharp(image)
.ensureAlpha()
.raw()
.toBuffer({ resolveWithObject: true });
width = info.width;
height = info.height;
const pixels = buildPixels(data, width, height, mode, threshold);
const options: Record<string, unknown> = {};
if (mode === 'color') {
options.clustering = 'color-cluster';
if (maxColors !== undefined) options.maxColors = maxColors;
} else {
options.clustering = 'bw';
options.binaryThreshold = threshold;
}
if (simplify !== undefined) options.simplify = simplify;
svg = vtracer.convertPixels(
new Uint8Array(pixels),
width,
height,
options,
);
} catch (err) {
return c.json({ error: `Failed to trace image: ${String(err)}` }, 500);
}
const result: TraceResult = {
width,
height,
mode,
format,
svg,
};
if (format === 'shape') {
result.shape = parseSvgShape(svg);
}
return new Response(Buffer.from(serialize(result)), {
headers: { 'Content-Type': 'application/octet-stream' },
});
});
/**
* Build the RGBA buffer fed to vtracer for the given mode.
* `alpha` and `bw` produce a binary mask (black foreground, white background)
* so vtracer's `bw` clustering traces the desired region.
*/
function buildPixels(
rgba: Buffer,
width: number,
height: number,
mode: 'alpha' | 'bw' | 'color',
threshold: number,
): Buffer {
if (mode === 'color') return rgba;
const out = Buffer.alloc(width * height * 4);
for (let i = 0; i < width * height; i++) {
const r = rgba[i * 4]!;
const g = rgba[i * 4 + 1]!;
const b = rgba[i * 4 + 2]!;
const a = rgba[i * 4 + 3]!;
const isForeground =
mode === 'alpha'
? a > threshold
: 0.299 * r + 0.587 * g + 0.114 * b < threshold;
// vtracer treats intensity below `binaryThreshold` as foreground, so the
// foreground region is black and the background is white.
const v = isForeground ? 0 : 255;
out[i * 4] = v;
out[i * 4 + 1] = v;
out[i * 4 + 2] = v;
out[i * 4 + 3] = 255;
}
return out;
}
export default app;
+53
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@@ -5,6 +5,7 @@ import {
itemIdSchema,
searchQuerySchema,
searchResultSchema,
traceRequestSchema,
workshopItemSchema,
} from './schemas.js';
@@ -132,4 +133,56 @@ describe('searchResultSchema', () => {
const result = { items: [], page: 1, hasMore: false };
expect(searchResultSchema.parse(result)).toEqual(result);
});
});
describe('traceRequestSchema', () => {
it('defaults mode, threshold, and format', () => {
expect(traceRequestSchema.parse({ url: 'https://example.com/a.png' })).toEqual({
url: 'https://example.com/a.png',
mode: 'alpha',
threshold: 128,
format: 'shape',
});
});
it('coerces threshold and accepts optional params', () => {
expect(
traceRequestSchema.parse({
url: 'https://example.com/a.png',
mode: 'bw',
threshold: '200',
format: 'svg',
simplify: 1.5,
maxColors: '8',
}),
).toEqual({
url: 'https://example.com/a.png',
mode: 'bw',
threshold: 200,
format: 'svg',
simplify: 1.5,
maxColors: 8,
});
});
it('rejects an invalid url', () => {
expect(traceRequestSchema.safeParse({ url: 'not-a-url' }).success).toBe(
false,
);
});
it('rejects an unknown mode or format', () => {
expect(
traceRequestSchema.safeParse({
url: 'https://example.com/a.png',
mode: 'nope',
}).success,
).toBe(false);
expect(
traceRequestSchema.safeParse({
url: 'https://example.com/a.png',
format: 'nope',
}).success,
).toBe(false);
});
});
+14
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@@ -51,4 +51,18 @@ export const searchResultSchema = z.object({
items: z.array(workshopItemSchema),
page: z.number(),
hasMore: z.boolean(),
});
export const traceModeSchema = z.enum(['alpha', 'bw', 'color']);
export const traceFormatSchema = z.enum(['svg', 'shape']);
/** Query params for `GET /trace`. */
export const traceRequestSchema = z.object({
url: z.string().url('url must be a valid URL'),
mode: traceModeSchema.default('alpha'),
threshold: z.coerce.number().int().min(0).max(255).default(128),
format: traceFormatSchema.default('shape'),
simplify: z.coerce.number().min(0).optional(),
maxColors: z.coerce.number().int().min(1).optional(),
});
+29
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@@ -109,4 +109,33 @@ export interface ExtractedObject {
parentGuid?: string;
childrenGuids: string[];
refs: AssetRef[];
}
/** How to derive the traced region from the source image. */
export type TraceMode = 'alpha' | 'bw' | 'color';
/** Output format for a traced result. */
export type TraceFormat = 'svg' | 'shape';
/**
* A closed 2D polygon described by its outline, matching the `Shape`
* interface in `@tts/mesh` so a traced result can be extruded directly.
*/
export interface TracedShape {
/** Outline vertices in order, each `[x, y]`. */
outline: number[][];
/** Optional holes, each a list of `[x, y]`. */
holes?: number[][][];
}
/** A traced image, BSON-serialized by the proxy. */
export interface TraceResult {
width: number;
height: number;
mode: TraceMode;
format: TraceFormat;
/** Raw SVG produced by vtracer, kept as a reference. */
svg: string;
/** Parsed shape, present when `format` is `shape`. */
shape?: TracedShape;
}
+354
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@@ -26,9 +26,21 @@ importers:
'@tts/tts':
specifier: workspace:*
version: link:../../packages/tts
'@visioncortex/vtracer':
specifier: 1.0.0-alpha.3
version: 1.0.0-alpha.3
bson:
specifier: ^6.10.4
version: 6.10.4
hono:
specifier: ^4.6.14
version: 4.13.1
sharp:
specifier: ^0.35.3
version: 0.35.3(@types/node@22.20.1)
svgpath:
specifier: ^2.6.0
version: 2.6.0
zod:
specifier: ^3.24.1
version: 3.25.76
@@ -180,6 +192,9 @@ packages:
'@dimforge/rapier3d-compat@0.12.0':
resolution: {integrity: sha512-uekIGetywIgopfD97oDL5PfeezkFpNhwlzlaEYNOA0N6ghdsOvh/HYjSMek5Q2O1PYvRSDFcqFVJl4r4ZBwOow==}
'@emnapi/runtime@1.11.3':
resolution: {integrity: sha512-Xz4Tpyki7XyrpbUK1jR1AhdAdaXyhhY4lZ3neLodmhpuWfy2PAQN5B46sAiU4liOXGLkHypn/qU+jvfWSCYYLA==}
'@esbuild/aix-ppc64@0.28.1':
resolution: {integrity: sha512-Svl7tq8k/08+p6CXPpRjQ1fKX+1odH/BQbb48fV6fj3CWHhsoIOoY87w1oHXm0qEpkIK3ZfVgp0hed3XBXzXMQ==}
engines: {node: '>=18'}
@@ -356,6 +371,168 @@ packages:
'@iconify/utils@3.1.4':
resolution: {integrity: sha512-b1S7B1k9ohZ+iNTi2ATxbRYG9fTrJmUT0rc46bvVnNxqNRGW7dyo/vRREwyniI5IRN2RSJHDcm+s3BjWrSAjHw==}
'@img/colour@1.1.0':
resolution: {integrity: sha512-Td76q7j57o/tLVdgS746cYARfSyxk8iEfRxewL9h4OMzYhbW4TAcppl0mT4eyqXddh6L/jwoM75mo7ixa/pCeQ==}
engines: {node: '>=18'}
'@img/sharp-darwin-arm64@0.35.3':
resolution: {integrity: sha512-RMnFX7YQsMoh7lWfcM4NEHHymBX/rLuKNPVM84XE9ONPcaSCDgE7CHIHpSgPcO2xcRthgBy1HfNO319mwhIAkg==}
engines: {node: '>=20.9.0'}
cpu: [arm64]
os: [darwin]
'@img/sharp-darwin-x64@0.35.3':
resolution: {integrity: sha512-Xo+5uFBtLN0BKqieTxiFzFPQAUlBbbH5iBKyRX/z1JrbnYsHTfKJnUfL8+p2TPXr1pXqao4eeL4Rl144uDpK9w==}
engines: {node: '>=20.9.0'}
cpu: [x64]
os: [darwin]
'@img/sharp-freebsd-wasm32@0.35.3':
resolution: {integrity: sha512-lUxcqWIj2wMQ9BrwNjngcr1gWUr5xgaGThBRqPPalIC2n67Cqj1uPh8NnA/ZhAg8hUbKl+kVHKwgUIwe6ZYPrg==}
engines: {node: '>=20.9.0'}
os: [freebsd]
'@img/sharp-libvips-darwin-arm64@1.3.2':
resolution: {integrity: sha512-9J6ypZFpQBj4YnePGoq/S38w6nz+vqg5WZLrLGY4YuSemdMq47GMLBPO42MzwdGwpg/agZ7xzZcFHa48xlywfg==}
cpu: [arm64]
os: [darwin]
'@img/sharp-libvips-darwin-x64@1.3.2':
resolution: {integrity: sha512-m2pW1n6cns9VaubNwsZ+c3CRYjxNQWgJ5gPlnL1nbBcpkBvFm6SCFN5o0psFHI8w9n11NKhFkeEDns98tiqbEw==}
cpu: [x64]
os: [darwin]
'@img/sharp-libvips-linux-arm64@1.3.2':
resolution: {integrity: sha512-dqVSFynCox4C/J8kT16V7SIFAns0IjgLwkvYT7p8LQVmJ5OS5b6tI9IGflxTeuBS//zXeFIUbwt5dwxyZ17cnA==}
cpu: [arm64]
os: [linux]
libc: [glibc]
'@img/sharp-libvips-linux-arm@1.3.2':
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peerDependenciesMeta:
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peerDependencies:
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dependencies:
tslib: 2.8.1
optional: true
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import-meta-resolve: 4.2.0
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