printhive/lib/fingerprint.js
dlawler489 0f49fe8c1a AI tags and descriptions, search by meaning, and automatic tags
- AI tagging through any OpenAI-compatible API: DeepSeek by default, or
  OpenRouter, OpenAI, or a local server (Ollama, LM Studio). Settings → AI
  with presets, prices and "Save & test connection"; the key never leaves
  the server except to the provider.
- Runs over untagged models, all models, or one model from its page: live
  progress, tokens and cost, stop/resume (retrying failures), an optional
  spending limit, and paused rather than resumed after a restart. Adapts to
  models without JSON mode or image input; stops on a rejected key or no
  credit. Tags are only added; descriptions filled only where empty unless
  asked.
- Search by meaning: local bge-small-en-v1.5 embeddings (transformers.js),
  indexed in the background whenever a model's text changes; Words/Meaning
  switch on the search box. Stored as REAL[] in Postgres, no pgvector needed.
- Automatic tags: strict whole-word rules (part types, mechanisms, materials,
  techniques) over names, file names and archive contents, plus your own
  word -> tag rules; on/off (optionally removing its tags) and re-apply.
- Tags remember where they came from (user / rule / ai); edits keep that,
  rule and AI passes never touch your own tags, and the model page marks them.
- Docker: ships the embedding model and only Linux onnxruntime binaries.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-15 11:12:58 +10:00

244 lines
9.9 KiB
JavaScript

// Background worker that indexes and fingerprints stored files for the
// duplicate finder: a SHA-256 of the bytes, plus a geometry fingerprint for mesh
// formats so the same model still matches after being renamed, re-exported
// (ASCII/binary STL) or converted (STL -> 3MF). Archives are listed, and the
// models inside them are fingerprinted too.
const fs = require('fs');
const path = require('path');
const crypto = require('crypto');
const db = require('./db');
const store = require('./store');
const archives = require('./archives');
const thumbnails = require('./thumbnails');
const autotag = require('./autotag');
const embeddings = require('./embeddings');
const { MODEL_FORMATS, ARCHIVE_FORMATS, formatOf } = require('./fileProcessor');
const { PYTHON, runScript } = require('./python');
const GEOMETRY_FORMATS = ['stl', 'obj', '3mf'];
const BATCH = 10;
const TABLES = ['files', 'archive_entries'];
let pythonAvailable = true;
let running = false;
let rerun = false;
function sha256File(filePath) {
return new Promise((resolve, reject) => {
const hash = crypto.createHash('sha256');
fs.createReadStream(filePath)
.on('error', reject)
.on('data', (chunk) => hash.update(chunk))
.on('end', () => resolve(hash.digest('hex')));
});
}
// n rounded to `digits` significant figures, as a stable string.
function sig(n, digits = 4) {
if (!Number.isFinite(n) || n === 0) return '0';
return String(Number(n.toPrecision(digits)));
}
// Hash of rounded shape measurements. Position and axis-aligned rotation don't
// change it, and rounding absorbs float noise between export formats.
function geometryKey(fp) {
if (!fp || !fp.faces) return null;
const extents = (fp.extents || []).map((e) => Math.abs(e)).sort((a, b) => a - b).map((e) => e.toFixed(1));
const raw = `${fp.faces}|${sig(fp.area)}|${sig(Math.abs(fp.volume || 0))}|${extents.join('x')}`;
return crypto.createHash('sha1').update(raw).digest('hex');
}
// Runs the trimesh sidecar over some files. Resolves Map(absPath -> {fp}|{error});
// output from a run that timed out or crashed part-way is still returned.
async function measure(paths) {
const { err, stdout } = await runScript('fingerprint.py', paths,
{ timeout: 60000 * (paths.length + 1), isBackground: true });
if (err && err.code === 'ENOENT') throw err;
const results = new Map();
for (const line of stdout.split('\n')) {
if (!line.trim()) continue;
try {
const r = JSON.parse(line);
results.set(r.path, r);
} catch { /* ignore non-JSON noise */ }
}
return results;
}
// rows: [{ id, format, abs }] from `table` ('files' or 'archive_entries').
async function fingerprintGeometry(rows, table) {
if (!TABLES.includes(table)) throw new Error(`Unknown table ${table}`);
// 3MF projects can be big, so each gets its own run; that keeps a queued
// preview from waiting behind a whole batch of them.
const chunks = [rows.filter((r) => r.format !== '3mf'), ...rows.filter((r) => r.format === '3mf').map((r) => [r])];
for (const chunk of chunks.filter((c) => c.length)) {
const results = await measure(chunk.map((r) => r.abs));
for (const row of chunk) {
let r = results.get(row.abs);
// A batch that died part-way: retry the missing file on its own.
if (!r && chunk.length > 1) r = (await measure([row.abs])).get(row.abs);
const key = r && r.fp ? geometryKey(r.fp) : null;
await db.query(`UPDATE ${table} SET geometry_hash = $2, geometry_status = $3 WHERE id = $1`,
[row.id, key, key ? 'ok' : 'error']);
}
}
}
// Runs fn; if Python turns out to be missing, geometry fingerprints are switched
// off for this process (content hashes still run).
async function withPython(fn) {
try {
await fn();
} catch (err) {
if (err.code !== 'ENOENT') throw err;
pythonAvailable = false;
console.warn(`Geometry fingerprints disabled: no Python at ${PYTHON} (content hashes still run).`);
}
}
async function fingerprintFiles() {
const { rows } = await db.query(
`SELECT id, file_path, format, fingerprinted_at FROM files
WHERE fingerprinted_at IS NULL OR (geometry_status IS NULL AND $1::boolean)
ORDER BY id LIMIT $2`, [pythonAvailable, BATCH]);
if (rows.length === 0) return false;
const geometry = [];
for (const row of rows) {
const abs = path.resolve(row.file_path);
try {
if (!fs.existsSync(abs)) {
await db.query(`UPDATE files SET fingerprinted_at = now(), geometry_status = 'missing' WHERE id = $1`, [row.id]);
continue;
}
if (!row.fingerprinted_at) {
await db.query('UPDATE files SET sha256 = $2, fingerprinted_at = now() WHERE id = $1',
[row.id, await sha256File(abs)]);
}
if (!GEOMETRY_FORMATS.includes(row.format)) {
await db.query(`UPDATE files SET geometry_status = 'na' WHERE id = $1`, [row.id]);
} else if (pythonAvailable) {
geometry.push({ id: row.id, format: row.format, abs });
}
} catch (err) {
console.warn(`Fingerprint failed for file ${row.id}:`, err.message);
await db.query(`UPDATE files SET fingerprinted_at = now(), geometry_status = 'error' WHERE id = $1`, [row.id]);
}
}
if (geometry.length) await withPython(() => fingerprintGeometry(geometry, 'files'));
return true;
}
async function indexArchives() {
const { rows } = await db.query(
`SELECT id, file_path, format FROM files
WHERE format = ANY($1) AND archive_status IS NULL ORDER BY id LIMIT 5`, [ARCHIVE_FORMATS]);
for (const file of rows) {
try {
const entries = await archives.listEntries(file);
await store.replaceArchiveEntries(file.id,
entries.map((e) => ({ path: e.path, size: e.size, format: formatOf(e.path) })));
await db.query(`UPDATE files SET archive_status = 'ok', archive_error = NULL WHERE id = $1`, [file.id]);
} catch (err) {
console.warn(`Could not read archive (file ${file.id}):`, err.message);
await db.query(`UPDATE files SET archive_status = 'error', archive_error = $2 WHERE id = $1`,
[file.id, err.message.slice(0, 300)]);
}
}
return rows.length > 0;
}
const ENTRY_PENDING = 'e.fingerprinted_at IS NULL OR (e.geometry_status IS NULL AND $1::boolean)';
// Fingerprints the pending entries of one archive, extracting its models in a
// single pass (cheaper than one extraction per entry, especially for solid 7z).
async function fingerprintEntries() {
const { rows: [file] } = await db.query(
`SELECT f.id, f.file_path, f.format FROM files f
WHERE EXISTS (SELECT 1 FROM archive_entries e WHERE e.file_id = f.id AND (${ENTRY_PENDING}))
ORDER BY f.id LIMIT 1`, [pythonAvailable]);
if (!file) return false;
const { rows: entries } = await db.query(
`SELECT e.id, e.path, e.format, e.fingerprinted_at FROM archive_entries e
WHERE e.file_id = $2 AND (${ENTRY_PENDING}) ORDER BY e.id LIMIT 500`, [pythonAvailable, file.id]);
// Pictures, documents and nested archives are listed but not matched as duplicates.
const others = entries.filter((e) => !MODEL_FORMATS.includes(e.format));
if (others.length) {
await db.query(`UPDATE archive_entries SET fingerprinted_at = now(), geometry_status = 'na' WHERE id = ANY($1::int[])`,
[others.map((e) => e.id)]);
}
const models = entries.filter((e) => MODEL_FORMATS.includes(e.format));
if (!models.length) return true;
const tmp = archives.tempDir();
try {
let extracted = new Map();
try {
extracted = await archives.extractMany(file, models.map((e) => e.path), tmp);
} catch (err) {
console.warn(`Could not extract from archive (file ${file.id}):`, err.message);
}
const geometry = [];
for (const entry of models) {
const abs = extracted.get(entry.path);
try {
if (!abs) {
await db.query(`UPDATE archive_entries SET fingerprinted_at = now(), geometry_status = 'error' WHERE id = $1`, [entry.id]);
continue;
}
if (!entry.fingerprinted_at) {
await db.query('UPDATE archive_entries SET sha256 = $2, fingerprinted_at = now() WHERE id = $1',
[entry.id, await sha256File(abs)]);
}
if (!GEOMETRY_FORMATS.includes(entry.format)) {
await db.query(`UPDATE archive_entries SET geometry_status = 'na' WHERE id = $1`, [entry.id]);
} else if (pythonAvailable) {
geometry.push({ id: entry.id, format: entry.format, abs });
}
} catch (err) {
console.warn(`Fingerprint failed for archive entry ${entry.id}:`, err.message);
await db.query(`UPDATE archive_entries SET fingerprinted_at = now(), geometry_status = 'error' WHERE id = $1`, [entry.id]);
}
}
if (geometry.length) await withPython(() => fingerprintGeometry(geometry, 'archive_entries'));
} finally {
fs.rmSync(tmp, { recursive: true, force: true });
}
return true;
}
async function run() {
for (;;) {
// Thumbnails, tags and search come after indexing so they can use what's inside
// newly indexed archives.
const worked = [await fingerprintFiles(), await indexArchives(), await fingerprintEntries(),
await thumbnails.generate(), await autotag.run(), await embeddings.run()];
if (!worked.some(Boolean)) return;
}
}
// Start (or queue another pass of) the worker. Safe to call often.
function kick() {
if (running) { rerun = true; return; }
running = true;
run()
.catch((err) => console.error('Fingerprinting stopped:', err.message))
.finally(() => {
running = false;
if (rerun) { rerun = false; kick(); }
});
}
async function pendingCount() {
const { rows } = await db.query(
`SELECT (SELECT COUNT(*) FROM files
WHERE fingerprinted_at IS NULL OR (geometry_status IS NULL AND $1::boolean))
+ (SELECT COUNT(*) FROM files WHERE format = ANY($2) AND archive_status IS NULL)
+ (SELECT COUNT(*) FROM archive_entries e WHERE ${ENTRY_PENDING}) AS n`,
[pythonAvailable, ARCHIVE_FORMATS]);
return Number(rows[0].n);
}
module.exports = { kick, pendingCount, geometryKey, sha256File };