The junk judge: releases judged by what their probes showed; verdicts hide them

Voyager 1's second filter (D42) for voyager 2. Hourly, in order (the first
rule wins): dead (every probed first article gone), fake (a film, episode or
music name whose content is a program: archive entries all executables, or
the file itself by name or sniffed exe), repeated (the same first 16 KiB and
size in 20+ releases), locked (passworded, no password known), unusable
(random names, no inner name, no merge, no spot, a day after settling).
Verdicts in release_verdicts (rule, version) hide releases from search
(judged shows them); a verdict whose rule no longer matches is taken back.
Nothing dropped yet. Service judge; releases:judge --once --dry counts.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

REBUILD.md

@@ -254,10 +254,24 @@ with 68,032 releases with a password):
 | Complete RAR listings by walking volume headers | D40 | no: the prober reads the first volume's first article only |
 | 7z listings | D19 | no: `7z-tail` candidates are queued, not probed |
 | Names from yEnc bodies for obfuscated subjects | D13, D21, D36 | no: obfuscated and per-article subjects are only counted (part 5); their message-ids aren't stored, so a body path needs those ranges read again |
-| Garbage dropped after probing (no real name, no password) | D42 (its second filter) | not yet; the header-time garbage rules are in (part 5) |
+| Garbage dropped after probing (no real name, no password) | D42 (its second filter) | the junk judge hides it (below); nothing dropped yet |
 
 Live indexing (the tail) runs since 2026-10-09.
 
+**Junk** (voyager 1's second filter, D42). After the header pass's rules
+(garbage signatures, executables, per-article and obfuscated subjects), the
+judge (`releases:judge`, service `judge`) judges releases hourly by what the
+prober, the merges and the spots found, in this order (the first rule
+wins): *dead* (every probed first article gone), *fake* (a film, episode
+or music name whose content is a program: archive entries all
+executables, or the file itself one by name or by its first bytes, sniffed
+`exe`), *repeated* (the same first 16 KiB and size in 20+ releases),
+*locked* (passworded, no password from a spot, its NZB or the title),
+*unusable* (random names, no inner name, no par2 or inner-name merge, no
+spot, a day after settling). Verdicts (`release_verdicts`, with the rule
+set's version) hide releases from search (`judged` shows them); a verdict
+whose rule no longer matches is taken back. Nothing is dropped yet.
+
 **Spots** (after voyager 1's D29; `lib/spotnet` ported as is). Two
 processes, one NNTP connection each:
 

app/services/release_judge.ts

@@ -0,0 +1,142 @@
+import db from '@adonisjs/lucid/services/db'
+import logger from '@adonisjs/core/services/logger'
+
+/** Raised when a rule changes: verdicts of an older version are judged again. */
+export const JUDGE_VERSION = 1
+/** Between rounds: each rule is a scan of its table. */
+const ROUND_MS = 60 * 60 * 1000
+/** A file's first 16 KiB and size in this many releases is one file posted again and again (test files, spam). */
+const REPEATED_RELEASES = 20
+
+/** A name that says it's a film, an episode or music: a resolution, a codec, a rip source, a media extension. */
+const MEDIA =
+  `(^|[^a-z0-9])(s[0-9]{1,2}e[0-9]{1,3}|[0-9]{3,4}p|x26[45]|h[ .]?26[45]|hevc|xvid|divx|bluray|bdrip|brrip|web[ .-]?dl|webrip|hdtv|dvdrip|dvdr|remux|mkv|mp4|avi|wmv|m4v|flac|mp3)([^a-z0-9]|$)`
+/** An executable's name. */
+const EXECUTABLE = `\\.(exe|scr|com|bat|cmd|msi|lnk|vbs|js|jar|pif|cpl|hta|ps1|dll)$`
+
+export interface Rule {
+  name: string
+  /** Why, in a few words (the log, the web interface). */
+  says: string
+  /** SELECT of the release ids the rule judges. */
+  sql: string
+}
+
+/**
+ * The junk judge's rules, in order: a release takes the first that matches (REBUILD.md, junk). Each runs on what
+ * the header pass, the prober, the merges and the spots know by now.
+ */
+export const RULES: Rule[] = [
+  {
+    name: 'dead',
+    says: 'every probed first article is gone from the server (taken down or expired)',
+    sql: `SELECT release_id FROM probe_candidates WHERE status IN ('done', 'missing', 'error') GROUP BY 1 HAVING bool_and(status = 'missing')`,
+  },
+  {
+    name: 'fake',
+    says: 'named as a film, episode or music, but the content is a program',
+    // An archive whose entries are all executables, under a media name (its own or its entries'); or a file that is
+    // an executable by name or by its first bytes, under a media name.
+    sql: `SELECT i.release_id FROM release_inspections i JOIN releases r ON r.id = i.release_id
+          WHERE i.kind = 'archive' AND jsonb_array_length(i.result->'names') > 0
+            AND NOT EXISTS (SELECT 1 FROM jsonb_array_elements_text(i.result->'names') n WHERE n !~* '${EXECUTABLE}')
+            AND (r.name ~* '${MEDIA}' OR (i.result->>'names') ~* '${MEDIA}')
+          UNION
+          SELECT i.release_id FROM release_inspections i JOIN releases r ON r.id = i.release_id
+          WHERE i.kind = 'lone' AND ((i.result->>'yencName') ~* '${EXECUTABLE}' OR i.result->>'type' = 'exe')
+            AND (r.name ~* '${MEDIA}' OR (i.result->>'yencName') ~* '${MEDIA}')`,
+  },
+  {
+    name: 'repeated',
+    says: `the same file content in ${REPEATED_RELEASES}+ releases (test files, spam)`,
+    sql: `SELECT DISTINCT h.release_id FROM file_hashes h
+          JOIN (SELECT hash16k, size FROM file_hashes GROUP BY 1, 2 HAVING count(DISTINCT release_id) >= ${REPEATED_RELEASES}) x USING (hash16k, size)`,
+  },
+  {
+    name: 'locked',
+    says: 'passworded, and no spot, NZB or title gives the password',
+    sql: `SELECT r.id FROM releases r WHERE r.passworded AND NOT EXISTS (SELECT 1 FROM release_passwords p WHERE p.release_id = r.id)`,
+  },
+  {
+    name: 'unusable',
+    says: 'random names, no name inside, no par2 or inner-name merge, no spot, a day after settling',
+    sql: `SELECT r.id FROM releases r
+          WHERE r.settled_at < now() - interval '1 day' AND NOT r.readable AND r.inner_name IS NULL
+            AND NOT EXISTS (SELECT 1 FROM release_merges m WHERE m.into_id = r.id)
+            AND NOT EXISTS (SELECT 1 FROM release_spots s WHERE s.release_id = r.id)
+            AND NOT EXISTS (SELECT 1 FROM par2_sets p WHERE p.release_id = r.id)`,
+  },
+]
+
+export interface JudgeRound {
+  /** Per rule: releases it judges now, verdicts added, verdicts taken back. */
+  rules: Record<string, { matched: number; added: number; removed: number }>
+}
+
+/**
+ * The junk judge (REBUILD.md, junk; voyager 1's second filter, D42): after the header pass's rules (garbage
+ * signatures, executables, …) a release is judged again once it's probed, by what its articles showed. Each
+ * round recomputes every rule: a release a rule matches gets a verdict (the first rule in order, over a later one's), one it no longer
+ * matches loses its verdict. Verdicts only hide (search leaves them out); nothing is dropped yet.
+ */
+export class ReleaseJudge {
+  private stopped = false
+
+  stop() {
+    this.stopped = true
+  }
+
+  async run() {
+    while (!this.stopped) {
+      const started = Date.now()
+      try {
+        const round = await this.round()
+        const parts = Object.entries(round.rules).map(([n, r]) => `${n} ${r.matched} (+${r.added} −${r.removed})`)
+        logger.info(`Judged: ${parts.join(', ')}.`)
+      } catch (error: any) {
+        logger.error(`Judge round failed: ${error.message}`)
+      }
+      for (let waited = Date.now() - started; waited < ROUND_MS && !this.stopped; waited += 1000) await new Promise((r) => setTimeout(r, 1000))
+    }
+  }
+
+  /** One round over every rule; with dry, only counts. */
+  async round(dry = false): Promise<JudgeRound> {
+    const round: JudgeRound = { rules: {} }
+    // Verdicts of an older rule set are judged again from scratch.
+    if (!dry) await db.from('release_verdicts').where('rule_version', '<>', JUDGE_VERSION).delete()
+    const judged = new Set<string>()
+    for (const rule of RULES) {
+      if (this.stopped) break
+      const { rows } = await db.rawQuery(rule.sql)
+      const ids = rows.map((r: Record<string, unknown>) => String(Object.values(r)[0])).filter((id: string) => !judged.has(id))
+      for (const id of ids) judged.add(id)
+      const stats = { matched: ids.length, added: 0, removed: 0 }
+      if (!dry) {
+        await db.transaction(async (trx) => {
+          // Dropped first: inside an outer transaction (the tests) ON COMMIT DROP comes only at its end.
+          await trx.rawQuery(`DROP TABLE IF EXISTS judged`)
+          await trx.rawQuery(`CREATE TEMP TABLE judged (release_id bigint PRIMARY KEY) ON COMMIT DROP`)
+          for (let i = 0; i < ids.length; i += 50_000) {
+            await trx.rawQuery(`INSERT INTO judged SELECT unnest(?::bigint[]) ON CONFLICT DO NOTHING`, [ids.slice(i, i + 50_000)])
+          }
+          const removed = await trx.rawQuery(
+            `DELETE FROM release_verdicts v WHERE v.rule = ? AND NOT EXISTS (SELECT 1 FROM judged j WHERE j.release_id = v.release_id)`,
+            [rule.name]
+          )
+          const added = await trx.rawQuery(
+            `INSERT INTO release_verdicts (release_id, rule, rule_version)
+             SELECT j.release_id, ?, ? FROM judged j JOIN releases r ON r.id = j.release_id
+             ON CONFLICT (release_id) DO UPDATE SET rule = excluded.rule, rule_version = excluded.rule_version
+             WHERE release_verdicts.rule <> excluded.rule`,
+            [rule.name, JUDGE_VERSION]
+          )
+          stats.removed = removed.rowCount ?? 0
+          stats.added = added.rowCount ?? 0
+        })
+      }
+      round.rules[rule.name] = stats
+    }
+    return round
+  }
+}

app/services/search_service.ts

@@ -7,6 +7,8 @@ export type SortOrder = 'newest' | 'oldest' | 'largest' | 'files' | 'name'
 /** Voyager 1's search parameters, on the catalog's columns (REBUILD.md, part 9). */
 export interface SearchParams {
   q?: string
+  /** Also releases the junk judge hid (release_verdicts). */
+  judged?: boolean
   /** Only releases with a file whose name is readable (not an obfuscated token), or an inner name from the prober. */
   readable?: boolean
   /** Only releases known to have all their files. */
@@ -80,6 +82,8 @@ function contains(word: string): string {
 class SearchService {
   async search(params: SearchParams) {
     const where: string[] = ['r.files > 0']
+    // Judged junk (app/services/release_judge.ts) is left out unless asked for.
+    if (!params.judged) where.push('NOT EXISTS (SELECT 1 FROM release_verdicts v WHERE v.release_id = r.id)')
     const bindings: unknown[] = []
     // Every word in the name or the inner name the prober found, through their trigram indexes; "The.Block.AU" and "the block au" alike.
     for (const word of (params.q ?? '').split(/[\s._-]+/).filter(Boolean).slice(0, 8)) {

commands/releases_judge.ts

@@ -0,0 +1,38 @@
+import { BaseCommand, flags } from '@adonisjs/core/ace'
+import type { CommandOptions } from '@adonisjs/core/types/ace'
+import { ReleaseJudge, RULES } from '#services/release_judge'
+
+/** The junk judge (REBUILD.md, junk): releases judged after their probes; verdicts hide them from search. */
+export default class ReleasesJudge extends BaseCommand {
+  static commandName = 'releases:judge'
+  static description = 'Judges releases by what their probes showed (dead, fake, repeated, locked, unusable), hourly'
+  static options: CommandOptions = { startApp: true, staysAlive: true }
+
+  @flags.boolean({ description: 'One round, then exit' })
+  declare once: boolean
+
+  @flags.boolean({ description: 'With --once: count only, write no verdicts' })
+  declare dry: boolean
+
+  async run() {
+    const judge = new ReleaseJudge()
+    if (this.once) {
+      const round = await judge.round(this.dry)
+      for (const rule of RULES) {
+        const r = round.rules[rule.name]
+        if (r) this.logger.info(`${rule.name}: ${r.matched} (+${r.added} −${r.removed}) — ${rule.says}`)
+      }
+      await this.terminate()
+      return
+    }
+    let done: () => void
+    const finished = new Promise<void>((resolve) => (done = resolve))
+    this.app.terminating(async () => {
+      judge.stop()
+      await finished
+    })
+    await judge.run()
+    this.logger.info('Judge stopped.')
+    done!()
+  }
+}

database/migrations/1770000003300_release_verdicts.ts

@@ -0,0 +1,24 @@
+import { BaseSchema } from '@adonisjs/lucid/schema'
+
+/**
+ * The junk judge's verdicts (app/services/release_judge.ts): per release the rule that judged it, after its
+ * probes, and the rule set's version. Search leaves judged releases out. Hidden only for now (nothing dropped):
+ * a verdict whose rule no longer matches (a password found, a spot linked) is taken back by the next round.
+ */
+export default class extends BaseSchema {
+  async up() {
+    this.schema.raw(`
+      CREATE TABLE release_verdicts (
+        release_id bigint PRIMARY KEY,
+        rule varchar(16) NOT NULL,
+        verdict varchar(8) NOT NULL DEFAULT 'hidden',
+        rule_version integer NOT NULL,
+        created_at timestamptz NOT NULL DEFAULT now()
+      )`)
+    this.schema.raw(`CREATE INDEX release_verdicts_rule_idx ON release_verdicts (rule)`)
+  }
+
+  async down() {
+    this.schema.raw(`DROP TABLE IF EXISTS release_verdicts`)
+  }
+}

deploy/README.md

@@ -20,6 +20,7 @@ homelab with the deploy key, whose forced command
 | `coordinator` | `usenet-rebuild` | prefetching (all NNTP connections), planning, the tail, merging, settling |
 | `prober` | `usenet-rebuild` | phase 2: reads the probe queue's articles over `PROBE_CONNECTIONS` (6) connections, stores what they show |
 | `merger` | `usenet-rebuild` | the par2 merge: releases whose files one par2 set describes become one (no NNTP) |
+| `judge` | `usenet-rebuild` | the junk judge: releases judged hourly by what their probes showed (dead, fake, repeated, locked, unusable); verdicts in `release_verdicts` hide them from search (no NNTP) |
 | `spotter` | `usenet-rebuild` | Spotnet: free.pt's spots into `spots`, signatures checked, the passwords they name kept; 1 connection |
 | `spot-inspector` | `usenet-rebuild` | each spot's NZB: its files in `spot_files`, linked to the releases they match (`release_spots`), passwords in `release_passwords`; 1 connection |
 | `edge` | `usenet-rebuild-edge` (target `edge`) | the Rust worker, `--threads $EDGE_THREADS` (8) |

deploy/compose.yaml

@@ -122,6 +122,13 @@ services:
     command: ['node', 'ace', 'releases:merge']
     volumes: []
 
+  # The junk judge: releases judged hourly by what their probes showed (dead, fake, repeated, locked, unusable);
+  # verdicts hide them from search. No NNTP.
+  judge:
+    <<: *app
+    command: ['node', 'ace', 'releases:judge']
+    volumes: []
+
   # Spotnet: the spotter reads free.pt's spots (verified, with the passwords
   # they name) into the spots table; the spot inspector reads each spot's NZB,
   # lists its files and links the releases they match. One connection each.

deploy/deploy.sh

@@ -45,10 +45,10 @@ docker compose run --rm --no-deps migrate
 # stream keeps the node API from exiting.
 echo "== recreating app services"
 docker compose stop edge
-docker compose up -d --no-deps node-api web coordinator prober merger spotter spot-inspector
+docker compose up -d --no-deps node-api web coordinator prober merger judge spotter spot-inspector
 docker compose up -d --no-deps edge
 echo "$SHA $(date -Is)" >> "$ROOT/deployed.log"
 # The images this replaced (321 MB each; the root filesystem is the NVMe, with a 10 GB floor).
 docker image prune -f --filter label=com.docker.compose.project=usenet-rebuild >/dev/null
-docker compose ps --format '{{.Service}} {{.Status}}' node-api web coordinator prober merger spotter spot-inspector edge
+docker compose ps --format '{{.Service}} {{.Status}}' node-api web coordinator prober merger judge spotter spot-inspector edge
 echo "== deployed $SHA"

tests/functional/release_judge.spec.ts

@@ -0,0 +1,91 @@
+import { test } from '@japa/runner'
+import db from '@adonisjs/lucid/services/db'
+import testUtils from '@adonisjs/core/services/test_utils'
+import { ReleaseJudge } from '#services/release_judge'
+import SearchService from '#services/search_service'
+
+test.group('ReleaseJudge', (group) => {
+  group.each.setup(() => testUtils.db().withGlobalTransaction())
+
+  test('judges dead, fake, repeated, locked and unusable releases, and takes a verdict back', async ({ assert }) => {
+    let n = 0
+    const settled = new Date(Date.now() - 3 * 86400_000)
+    const release = async (name: string, extra: Record<string, unknown> = {}) => {
+      n++
+      const key = `jj${String(n).padStart(6, '0')}`.padEnd(40, '0')
+      const [row] = await db
+        .table('releases')
+        .insert({ release_key: key, identity_key: key, name, source: 'stem', groups: '[]', group_id: 1, files: 3, posted_at: settled, readable: true, settled_at: settled, ...extra })
+        .returning('id')
+      return Number(row.id)
+    }
+    let candidate = 9000
+    const probe = async (releaseId: number, status: string) => {
+      candidate++
+      await db.table('probe_candidates').insert({ id: candidate, release_id: releaseId, kind: 'lone', message_id: `<${candidate}@x>`, file: 'x', status })
+      return candidate
+    }
+    const inspect = async (releaseId: number, kind: string, result: Record<string, unknown>) => {
+      const id = await probe(releaseId, 'done')
+      await db.table('release_inspections').insert({ release_id: releaseId, candidate_id: id, kind, result: JSON.stringify(result) })
+    }
+
+    const dead = await release('Gone.Movie.2020.1080p')
+    await probe(dead, 'missing')
+    await probe(dead, 'missing')
+    const halfDead = await release('Half.Movie.2020.1080p')
+    await probe(halfDead, 'missing')
+    await probe(halfDead, 'done')
+
+    const fakeArchive = await release('Das.A-Team.S02E23.Das.Spiel.ist.aus')
+    await inspect(fakeArchive, 'archive', { type: 'rar4', names: ['Das.A-Team.S02E23.Das.Spiel.ist.aus.exe'], entries: 1 })
+    const fakeFile = await release('Some.Film.2021.1080p.WEB-DL')
+    await inspect(fakeFile, 'lone', { type: 'exe', yencName: 'Some.Film.2021.1080p.WEB-DL.mkv' })
+    // A program under a program's name is software, not fake.
+    const software = await release('LimeWire 4.19.6')
+    await inspect(software, 'archive', { type: 'rar4', names: ['LimeWire 4.19.6.exe'], entries: 1 })
+
+    const hash = 'a'.repeat(32)
+    const repeatedIds: number[] = []
+    for (let i = 0; i < 20; i++) {
+      const id = await release(`kantodo${i}`)
+      repeatedIds.push(id)
+      await db.table('file_hashes').insert({ candidate_id: 20000 + i, release_id: id, hash16k: hash, size: 1073741824 })
+    }
+
+    const locked = await release('Locked.Thing', { passworded: true })
+    const unlocked = await release('Known.Password', { passworded: true })
+    await db.table('release_passwords').insert({ release_id: unlocked, password: 'pw', source: 'spot-text' })
+
+    const unusable = await release('ab12CD34ef56GH78ij90', { readable: false })
+    const fresh = await release('zz12CD34ef56GH78ij90', { readable: false, settled_at: new Date() })
+    const spotted = await release('yy12CD34ef56GH78ij90', { readable: false })
+    await db.table('release_spots').insert({ release_id: spotted, spot_id: 's@x', files: 1 })
+
+    const round = await new ReleaseJudge().round()
+    const verdicts = new Map((await db.from('release_verdicts').select('release_id', 'rule')).map((v) => [Number(v.release_id), v.rule]))
+    assert.equal(verdicts.get(dead), 'dead')
+    assert.isUndefined(verdicts.get(halfDead))
+    assert.equal(verdicts.get(fakeArchive), 'fake')
+    assert.equal(verdicts.get(fakeFile), 'fake')
+    assert.isUndefined(verdicts.get(software))
+    assert.deepEqual([...new Set(repeatedIds.map((id) => verdicts.get(id)))], ['repeated'])
+    assert.equal(verdicts.get(locked), 'locked')
+    assert.isUndefined(verdicts.get(unlocked))
+    assert.equal(verdicts.get(unusable), 'unusable')
+    assert.isUndefined(verdicts.get(fresh))
+    assert.isUndefined(verdicts.get(spotted))
+    assert.equal(round.rules.repeated.added, 20)
+
+    // Search leaves them out, unless asked.
+    const found = await SearchService.search({ q: 'Locked' })
+    assert.equal(found.total, 0)
+    assert.equal((await SearchService.search({ q: 'Locked', judged: true })).total, 1)
+
+    // A password found: the next round takes the verdict back.
+    await db.table('release_passwords').insert({ release_id: locked, password: 'found', source: 'nzb' })
+    const again = await new ReleaseJudge().round()
+    assert.equal(again.rules.locked.removed, 1)
+    assert.isNull(await db.from('release_verdicts').where('release_id', locked).first())
+  })
+})