DebaucheryLibrarian/traxxx
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Added biometrics for avatars.

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This commit is contained in:
DebaucheryLibrarian
2026-07-05 04:02:00 +02:00
parent 32a3f876e3
commit 525bca255b
9 changed files with 912 additions and 28 deletions
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3
config/default.js
View File

@@ -286,6 +286,9 @@ module.exports = {
excludeHostnames: [],
selectIndex: {},
},
biometrics: {
enabled: true,
},
},
titleSlugLength: 50,
};

2
migrations/20190325001339_releases.js
View File

@@ -76,7 +76,7 @@ exports.up = async (knex) => {
});
await knex.schema.createTable('media', (table) => {
table.text('id', 21)
table.string('id', 21)
.primary();
table.text('path');

35
migrations/20260704023524_biometrics.js Normal file
View File

@@ -0,0 +1,35 @@
exports.up = async function(knex) {
await knex.schema.createTable('media_biometrics', (table) => {
table.increments('id');
table.string('media_id', 21)
.references('id')
.inTable('media')
.notNullable()
.onDelete('cascade');
table.integer('width');
table.integer('height');
table.integer('face_index')
.notNullable()
.defaultTo(0);
table.json('biometrics');
table.specificType('embedding', 'vector(1024)');
table.datetime('updated_at')
.notNullable()
.defaultTo(knex.fn.now());
table.datetime('created_at')
.notNullable()
.defaultTo(knex.fn.now());
table.unique(['media_id', 'face_index']);
});
};
exports.down = async function(knex) {
await knex.schema.dropTable('media_biometrics');
};

655
package-lock.json generated
View File

@@ -17,6 +17,8 @@
"@graphile-contrib/pg-order-by-related": "^1.0.0",
"@graphile-contrib/pg-simplify-inflector": "^6.1.0",
"@graphile/pg-aggregates": "^0.1.1",
"@tensorflow/tfjs-node": "^4.22.0",
"@vladmandic/human": "^3.3.6",
"acorn": "^8.11.2",
"array-equal": "^1.0.2",
"babel-polyfill": "^6.26.0",
@@ -25,7 +27,6 @@
"bluebird": "^3.7.2",
"body-parser": "^1.20.2",
"bottleneck": "^2.19.5",
"canvas": "^2.11.2",
"casual": "^1.6.2",
"cheerio": "^1.0.0-rc.12",
"cli-confirm": "^1.0.1",
@@ -3811,6 +3812,8 @@
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"optional": true,
"peer": true,
"dependencies": {
"detect-libc": "^2.0.0",
"https-proxy-agent": "^5.0.0",
@@ -3830,6 +3833,8 @@
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"resolved": "https://registry.npmjs.org/https-proxy-agent/-/https-proxy-agent-5.0.1.tgz",
"integrity": "sha512-dFcAjpTQFgoLMzC2VwU+C/CbS7uRL0lWmxDITmqm7C+7F0Odmj6s9l6alZc6AELXhrnggM2CeWSXHGOdX2YtwA==",
"optional": true,
"peer": true,
"dependencies": {
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"debug": "4"
@@ -3842,6 +3847,8 @@
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"optional": true,
"peer": true,
"dependencies": {
"yallist": "^4.0.0"
},
@@ -3853,6 +3860,8 @@
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"resolved": "https://registry.npmjs.org/make-dir/-/make-dir-3.1.0.tgz",
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"optional": true,
"peer": true,
"dependencies": {
"semver": "^6.0.0"
},
@@ -3867,6 +3876,8 @@
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"resolved": "https://registry.npmjs.org/semver/-/semver-6.3.1.tgz",
"integrity": "sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==",
"optional": true,
"peer": true,
"bin": {
"semver": "bin/semver.js"
}
@@ -3875,6 +3886,8 @@
"version": "2.7.0",
"resolved": "https://registry.npmjs.org/node-fetch/-/node-fetch-2.7.0.tgz",
"integrity": "sha512-c4FRfUm/dbcWZ7U+1Wq0AwCyFL+3nt2bEw05wfxSz+DWpWsitgmSgYmy2dQdWyKC1694ELPqMs/YzUSNozLt8A==",
"optional": true,
"peer": true,
"dependencies": {
"whatwg-url": "^5.0.0"
},
@@ -3894,6 +3907,8 @@
"version": "7.5.4",
"resolved": "https://registry.npmjs.org/semver/-/semver-7.5.4.tgz",
"integrity": "sha512-1bCSESV6Pv+i21Hvpxp3Dx+pSD8lIPt8uVjRrxAUt/nbswYc+tK6Y2btiULjd4+fnq15PX+nqQDC7Oft7WkwcA==",
"optional": true,
"peer": true,
"dependencies": {
"lru-cache": "^6.0.0"
},
@@ -3907,17 +3922,23 @@
"node_modules/@mapbox/node-pre-gyp/node_modules/tr46": {
"version": "0.0.3",
"resolved": "https://registry.npmjs.org/tr46/-/tr46-0.0.3.tgz",
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"integrity": "sha512-N3WMsuqV66lT30CrXNbEjx4GEwlow3v6rr4mCcv6prnfwhS01rkgyFdjPNBYd9br7LpXV1+Emh01fHnq2Gdgrw==",
"optional": true,
"peer": true
},
"node_modules/@mapbox/node-pre-gyp/node_modules/webidl-conversions": {
"version": "3.0.1",
"resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-3.0.1.tgz",
"integrity": "sha512-2JAn3z8AR6rjK8Sm8orRC0h/bcl/DqL7tRPdGZ4I1CjdF+EaMLmYxBHyXuKL849eucPFhvBoxMsflfOb8kxaeQ=="
"integrity": "sha512-2JAn3z8AR6rjK8Sm8orRC0h/bcl/DqL7tRPdGZ4I1CjdF+EaMLmYxBHyXuKL849eucPFhvBoxMsflfOb8kxaeQ==",
"optional": true,
"peer": true
},
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"version": "5.0.0",
"resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-5.0.0.tgz",
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"optional": true,
"peer": true,
"dependencies": {
"tr46": "~0.0.3",
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@@ -3926,7 +3947,9 @@
"node_modules/@mapbox/node-pre-gyp/node_modules/yallist": {
"version": "4.0.0",
"resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz",
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"optional": true,
"peer": true
},
"node_modules/@nicolo-ribaudo/chokidar-2": {
"version": "2.1.8-no-fsevents.3",
@@ -5051,6 +5074,27 @@
"resolved": "https://registry.npmjs.org/tslib/-/tslib-2.6.2.tgz",
"integrity": "sha512-AEYxH93jGFPn/a2iVAwW87VuUIkR1FVUKB77NwMF7nBTDkDrrT/Hpt/IrCJ0QXhW27jTBDcf5ZY7w6RiqTMw2Q=="
},
"node_modules/@tensorflow/tfjs": {
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"resolved": "https://registry.npmjs.org/@tensorflow/tfjs/-/tfjs-4.22.0.tgz",
"integrity": "sha512-0TrIrXs6/b7FLhLVNmfh8Sah6JgjBPH4mZ8JGb7NU6WW+cx00qK5BcAZxw7NCzxj6N8MRAIfHq+oNbPUNG5VAg==",
"dependencies": {
"@tensorflow/tfjs-backend-cpu": "4.22.0",
"@tensorflow/tfjs-backend-webgl": "4.22.0",
"@tensorflow/tfjs-converter": "4.22.0",
"@tensorflow/tfjs-core": "4.22.0",
"@tensorflow/tfjs-data": "4.22.0",
"@tensorflow/tfjs-layers": "4.22.0",
"argparse": "^1.0.10",
"chalk": "^4.1.0",
"core-js": "3.29.1",
"regenerator-runtime": "^0.13.5",
"yargs": "^16.0.3"
},
"bin": {
"tfjs-custom-module": "dist/tools/custom_module/cli.js"
}
},
"node_modules/@tensorflow/tfjs-core": {
"version": "1.7.0",
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-core/-/tfjs-core-1.7.0.tgz",
@@ -5075,6 +5119,493 @@
"node": "4.x || >=6.0.0"
}
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},
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"integrity": "sha512-0hJU9SCPvmMzIBdZFqNPXWa6dqh7WdH0cII9y+CyS8rG3nL48Bclra9HmKhVVUHyPWNH5Y7xDwAB7bfgSjkUMQ==",
"version": "2.0.4",
"resolved": "https://registry.npmjs.org/hasown/-/hasown-2.0.4.tgz",
"integrity": "sha512-T2UbfbBEF32wiepXIsMlTW9+dDYC6wMh/t/vYA4tuOMKqWz/n3vr1NFSxQiyP+zk2mXsoMA/i/7qV6LKut1t1A==",
"dependencies": {
"function-bind": "^1.1.2"
},
@@ -13030,6 +13622,11 @@
"node": ">= 12.0.0"
}
},
"node_modules/long": {
"version": "4.0.0",
"resolved": "https://registry.npmjs.org/long/-/long-4.0.0.tgz",
"integrity": "sha512-XsP+KhQif4bjX1kbuSiySJFNAehNxgLb6hPRGJ9QsUr8ajHkuXGdrHmFUTUUXhDwVX2R5bY4JNZEwbUiMhV+MA=="
},
"node_modules/longjohn": {
"version": "0.2.12",
"resolved": "https://registry.npmjs.org/longjohn/-/longjohn-0.2.12.tgz",
@@ -13422,6 +14019,8 @@
"version": "2.1.0",
"resolved": "https://registry.npmjs.org/mimic-response/-/mimic-response-2.1.0.tgz",
"integrity": "sha512-wXqjST+SLt7R009ySCglWBCFpjUygmCIfD790/kVbiGmUgfYGuB14PiTd5DwVxSV4NcYHjzMkoj5LjQZwTQLEA==",
"optional": true,
"peer": true,
"engines": {
"node": ">=8"
},
@@ -19475,12 +20074,16 @@
"type": "consulting",
"url": "https://feross.org/support"
}
]
],
"optional": true,
"peer": true
},
"node_modules/simple-get": {
"version": "3.1.1",
"resolved": "https://registry.npmjs.org/simple-get/-/simple-get-3.1.1.tgz",
"integrity": "sha512-CQ5LTKGfCpvE1K0n2us+kuMPbk/q0EKl82s4aheV9oXjFEz6W/Y7oQFVJuU6QG77hRT4Ghb5RURteF5vnWjupA==",
"optional": true,
"peer": true,
"dependencies": {
"decompress-response": "^4.2.0",
"once": "^1.3.1",
@@ -20130,9 +20733,10 @@
}
},
"node_modules/tar": {
"version": "6.2.0",
"resolved": "https://registry.npmjs.org/tar/-/tar-6.2.0.tgz",
"integrity": "sha512-/Wo7DcT0u5HUV486xg675HtjNd3BXZ6xDbzsCUZPt5iw8bTQ63bP0Raut3mvro9u+CUyq7YQd8Cx55fsZXxqLQ==",
"version": "6.2.1",
"resolved": "https://registry.npmjs.org/tar/-/tar-6.2.1.tgz",
"integrity": "sha512-DZ4yORTwrbTj/7MZYq2w+/ZFdI6OZ/f9SFHR+71gIVUZhOQPHzVCLpvRnPgyaMpfWxxk/4ONva3GQSyNIKRv6A==",
"deprecated": "Old versions of tar are not supported, and contain widely publicized security vulnerabilities, which have been fixed in the current version. Please update. Support for old versions may be purchased (at exorbitant rates) by contacting i@izs.me",
"dependencies": {
"chownr": "^2.0.0",
"fs-minipass": "^2.0.0",
@@ -22729,7 +23333,6 @@
"version": "20.2.9",
"resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-20.2.9.tgz",
"integrity": "sha512-y11nGElTIV+CT3Zv9t7VKl+Q3hTQoT9a1Qzezhhl6Rp21gJ/IVTW7Z3y9EWXhuUBC2Shnf+DX0antecpAwSP8w==",
"dev": true,
"engines": {
"node": ">=10"
}

3
package.json
View File

@@ -76,6 +76,8 @@
"@graphile-contrib/pg-order-by-related": "^1.0.0",
"@graphile-contrib/pg-simplify-inflector": "^6.1.0",
"@graphile/pg-aggregates": "^0.1.1",
"@tensorflow/tfjs-node": "^4.22.0",
"@vladmandic/human": "^3.3.6",
"acorn": "^8.11.2",
"array-equal": "^1.0.2",
"babel-polyfill": "^6.26.0",
@@ -84,7 +86,6 @@
"bluebird": "^3.7.2",
"body-parser": "^1.20.2",
"bottleneck": "^2.19.5",
"canvas": "^2.11.2",
"casual": "^1.6.2",
"cheerio": "^1.0.0-rc.12",
"cli-confirm": "^1.0.1",

1
seeds/00_tags.js
View File

@@ -3097,6 +3097,7 @@ const aliases = [
];
const priorities = [ // higher index is higher priority
['blonde', 'brunette', 'black-hair', 'redhead'],
['double-dildo', 'double-dildo-blowjob', 'double-dildo-kiss', 'double-dildo-anal', 'double-dildo-dp'],
['toys', 'toy-anal', 'toy-dp', 'piss-drinking'],
['family'],

6
src/actors.js
View File

@@ -31,6 +31,7 @@ const { associateAvatars, flushOrphanedMedia } = require('./media');
const { fetchEntitiesBySlug } = require('./entities');
const { deleteScenes } = require('./releases');
const { updateActorSearch } = require('./update-search');
const { setBiometrics } = require('./biometrics');
const actorsCommon = import('../common/actors.mjs'); // eslint-disable-line import/extensions, import/no-relative-packages
const geoCommon = import('../common/geo.mjs'); // eslint-disable-line import/extensions, import/no-relative-packages
@@ -824,6 +825,11 @@ async function storeProfiles(profiles) {
await upsertProfiles(profilesWithAvatarIds);
await interpolateProfiles(actorIds);
setBiometrics(Array.from(new Set(profiles.map((profile) => profile.actorId)))).catch((error) => {
// biometrics are courtesy, don't await
logger.error(`Biometrics failed: ${error.message}`);
});
}
async function scrapeActors(argNames) {

204
src/biometrics.js Normal file
View File

@@ -0,0 +1,204 @@
'use strict';
const config = require('config');
const path = require('path');
const fsPromises = require('fs').promises;
const Human = require('@vladmandic/human').default;
const knex = require('./knex');
const logger = require('./logger')(__filename);
const humanConfig = {
modelBasePath: `file://${path.join(__dirname, '../node_modules/@vladmandic/human/models')}/`,
backend: 'tensorflow', // uses tfjs-node under the hood
face: {
enabled: true,
detector: { rotation: false },
mesh: { enabled: false },
iris: { enabled: false },
description: { enabled: true },
emotion: { enabled: true },
},
body: { enabled: false },
hand: { enabled: false },
gesture: { enabled: false },
};
let humanInstance = null;
const nsPerSec = 1e9;
async function getHumanInstance() {
if (!humanInstance) {
humanInstance = new Human(humanConfig);
await humanInstance.load();
await humanInstance.warmup();
}
return humanInstance;
}
async function getImageBuffer(mediaEntry) {
if (mediaEntry.is_s3) {
if (!config.s3.enabled) {
logger.verbose(`Skipping biometrics for ${mediaEntry.media_id}, S3 not enabled`);
return null;
}
const res = await fetch(`https://${config.s3.bucket}${mediaEntry.path}`);
if (res.ok) {
return Buffer.from(await res.arrayBuffer());
}
return null;
}
try {
const buffer = await fsPromises.readFile(path.join(config.media.path, mediaEntry.path));
return buffer;
} catch (_error) {
return null;
}
}
async function getBiometrics(avatarEntry) {
if (!avatarEntry) {
return null;
}
const human = await getHumanInstance();
const buffer = await getImageBuffer(avatarEntry);
if (!buffer) {
return null;
}
const tensor = human.tf.node.decodeImage(buffer, 3);
try {
const result = await human.detect(tensor);
return result;
} catch (error) {
logger.error(error);
return null;
} finally {
tensor.dispose();
}
}
function getAvatarSource(actorIds, includePhotos) {
if (includePhotos) {
return knex('actors_avatars')
.select('actor_id', 'media_id')
.modify((builder) => {
if (actorIds) {
builder.whereIn('actor_id', actorIds);
}
});
}
return knex('actors')
.select('id as actor_id', 'avatar_media_id as media_id')
.whereNotNull('avatar_media_id')
.modify((builder) => {
if (actorIds) {
builder.whereIn('id', actorIds);
}
});
}
async function setBiometrics(actorIds, shouldUpdate = false, includePhotos = false) {
if (!config.media.biometrics.enabled) {
return;
}
const startTime = process.hrtime();
const avatarSource = getAvatarSource(actorIds, includePhotos);
const avatarEntries = await knex
.select(
'avatar_source.actor_id',
'media.id as media_id',
'media.path',
'media.is_s3',
knex.raw('coalesce(json_agg(media_biometrics.biometrics) filter (where media_biometrics.id is not null), \'[]\') as biometrics'),
)
.from(avatarSource.as('avatar_source'))
.leftJoin('media', 'media.id', 'avatar_source.media_id')
.leftJoin('media_biometrics', 'media_biometrics.media_id', 'media.id')
.groupBy('avatar_source.actor_id', 'media.id', 'media.path', 'media.is_s3');
await avatarEntries.reduce(async (chain, avatarEntry, avatarIndex) => {
await chain;
if (avatarEntry.biometrics.length > 0 && !shouldUpdate) {
logger.verbose(`Skipping biometrics for ${avatarEntry.media_id}, already present`);
return;
}
const biometrics = await getBiometrics(avatarEntry);
if (!biometrics) {
return;
}
const curatedBiometrics = biometrics.face.map((face) => ({
biometrics: {
age: face.age,
gender: face.gender,
genderScore: face.genderScore,
emotion: face.emotion,
box: face.box,
score: face.score,
...Object.fromEntries(Object.entries(face.annotations).map(([key, annotation]) => [key, annotation.filter(Boolean)[0] || null])),
},
embedding: face.embedding,
}));
if (curatedBiometrics.length === 0) {
return;
}
if (shouldUpdate) {
await knex('media_biometrics')
.where('media_id', avatarEntry.media_id)
.delete();
}
await knex('media_biometrics')
.insert(curatedBiometrics.map((face, index) => ({
media_id: avatarEntry.media_id,
face_index: index,
width: biometrics.width,
height: biometrics.height,
biometrics: JSON.stringify(face.biometrics),
embedding: knex.raw('?::vector', [JSON.stringify(face.embedding)]),
updated_at: knex.raw('now()'),
})))
.onConflict(['media_id', 'face_index'])
.ignore();
const processed = avatarIndex + 1;
const [elapsedSec, elapsedNs] = process.hrtime(startTime);
const elapsedMs = (elapsedSec * nsPerSec + elapsedNs) / 1e6;
const avgMsPerEntry = elapsedMs / processed;
const remainingMs = avgMsPerEntry * (avatarEntries.length - processed);
const remainingMinutes = (remainingMs / 1000 / 60).toFixed(1);
logger.info(`Set biometrics for ${avatarEntry.media_id} (${processed}/${avatarEntries.length}, ~${remainingMinutes}m remaining)`);
}, Promise.resolve());
const diffTime = process.hrtime(startTime);
const totalMs = (diffTime[0] * nsPerSec + diffTime[1]) / 1e6;
logger.info(`Biometrics done in ${(totalMs / 1000).toFixed(1)}s for ${actorIds?.length || 'all'} actors and ${avatarEntries.length} avatars`);
}
module.exports = {
setBiometrics,
};

31
src/tools/biometrics.js Normal file
View File

@@ -0,0 +1,31 @@
'use strict';
const yargs = require('yargs');
const { hideBin } = require('yargs/helpers');
const knex = require('../knex');
const { setBiometrics } = require('../biometrics');
const argv = yargs(hideBin(process.argv))
.option('actor-ids', {
alias: 'actors',
type: 'array',
describe: 'List of actor IDs to derive biometrics for',
})
.option('update', {
alias: 'force',
type: 'boolean',
describe: 'Re-compute biometrics when already present',
})
.option('photos', {
type: 'boolean',
describe: 'Include secondary actor photos',
})
.argv;
async function init() {
await setBiometrics(argv.actorIds, argv.update, argv.photos);
knex.destroy();
}
init();