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FabledCurator/backend/app/tasks/external.py
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feat(b3): ml-worker becomes optional — embed-only role, decoupled GPU coordination, cpu-embed switch
The ml-worker's ONLY processing role is now the CPU whole-image embed fallback
(tag_and_embed renamed embed_image — Camie tagging was retired #1189 and the
name kept implying otherwise; videos were already handled agent-style: frame
sampling + mean-pool). Detection/cropping/CCIP stay GPU-agent-only, and their
completion is judged per-pipeline: ccip by gpu_job rows, siglip by concept
regions at the current model version — never by image_record.siglip_embedding.
A CPU embed therefore can NEVER close crop work for the agent (regression test
pins this; only the whole-image 'embed' job, the same artifact, is satisfied).

Making removal actually safe (operator will drop the container):
- GPU-queue coordination (enqueue_gpu_backfill, recover_orphaned_gpu_jobs,
  reprocess_gpu_jobs) moved verbatim to tasks/gpu_queue.py on the maintenance
  quick lane — it lived on the 'ml' queue only by module colocation, which made
  the ml-worker a hard dependency of the whole agent pipeline.
- New ml_settings.cpu_embed_enabled (migration 0074, default ON so agent-less
  installs keep working): OFF stops the four import hooks queueing embed work
  nothing will consume and no-ops the manual backfill; switch lives on the
  renamed 'CPU embedding backfill' card.
- NB heads training / auto-apply still run on the ml image (sklearn) — a stack
  that removes the container gives those up too.

Deploy note: in-flight messages under the old task names are dropped by the
new workers; the 60s orphan sweep + hourly backfill re-fire under the new
names immediately.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM
2026-07-02 16:53:08 -04:00

386 lines
17 KiB
Python

"""Celery worker for off-platform file-host downloads (external_link ledger).
Walks the external_link table and fetches each pending/retryable link via
external_fetch, then routes the downloaded file(s) through the existing importer
(attach_in_place) so an archive becomes ImageRecords and any other file a
PostAttachment — linked to the SAME post the link came from (via a synthesized
sidecar). Long-running-task hygiene (rule #89): per-fetch wall-clock timeout,
attempt tracking + dead-letter, a recovery sweep, and retention of dead rows.
Concurrency: a per-host Redis lock serializes fetches to one-per-host (mega /
gdrive ban-avoidance), and an atomic status claim (pending/failed →
downloading) stops two workers grabbing the same link.
Files land in the artist's library tree (so an attached art image stays in
place, mirroring the gallery-dl download path); a captured archive/attachment is
copied into its store and the on-disk original removed.
"""
from __future__ import annotations
import json
import logging
import time
from datetime import UTC, datetime, timedelta
from pathlib import Path
import redis
from sqlalchemy import delete, select, update
from ..celery_app import celery
from ..config import get_config
from ..models import Artist, ExternalLink, ImageRecord, ImportSettings, Post, Source
from ..services.external_fetch import fetch_external
from ..services.importer import Importer
from ..services.thumbnailer import Thumbnailer
from ._sync_engine import sync_session_factory as _sync_session_factory
log = logging.getLogger(__name__)
IMAGES_ROOT = Path("/images")
# After this many failed attempts a link is dead-lettered (skipped by routine
# sweeps; an operator recovery still re-attempts). Mirrors the ingester ledger.
DEAD_LETTER_THRESHOLD = 3
# Per-fetch read + total budgets now live in external_fetch (a short read
# timeout fails a stalled host fast; a generous total caps a big-but-flowing
# download). The celery soft/hard time_limit is the outer backstop above those.
# Links enqueued per sweep — bounds the burst when a big backfill records many.
_SWEEP_BATCH = 50
# Dead rows older than this are pruned (retention).
_RETENTION_DAYS = 30
# Per-host serialize lock. TTL is a safety net for a worker that dies holding it
# (normal completion/error releases it in `finally`); sized just past the fetch
# total budget (30 min) so a dead worker can't wedge a host's links much longer
# than one fetch would have taken.
_LOCK_PREFIX = "fc:extdl_lock:"
_LOCK_TTL = 2400
_SERIALIZE_COUNTDOWN = 120
_MAX_SERIALIZE_WAITS = 30
_redis_client: redis.Redis | None = None
def _redis() -> redis.Redis:
global _redis_client
if _redis_client is None:
_redis_client = redis.from_url(get_config().celery_broker_url)
return _redis_client
def _host_enabled(settings: ImportSettings, host: str) -> bool:
"""Per-host enable flag — defaults True (rule #26: works out of the box).
The Settings UI slice adds real columns; getattr keeps this forward-
compatible without a migration in this slice."""
return bool(getattr(settings, f"extdl_{host}_enabled", True))
def _write_link_sidecar(file: Path, post: Post, platform: str, artist: Artist) -> None:
"""Sidecar next to a fetched file so the importer links it to `post`
(category+id resolve the source+post; matches gallery-dl's sidecar shape)."""
data = {
"category": platform,
"id": post.external_post_id,
"url": post.post_url,
"title": post.post_title,
"artist": artist.name,
}
Path(str(file) + ".json").write_text(json.dumps(data))
@celery.task(
name="backend.app.tasks.external.fetch_external_link",
bind=True,
soft_time_limit=3300,
time_limit=3600,
)
def fetch_external_link(self, link_id: int, _serialize_waits: int = 0) -> dict:
"""Fetch one external_link and route its file(s) through the importer."""
SessionLocal = _sync_session_factory()
# Atomic claim: only an actionable (pending/failed) row transitions to
# downloading, so a duplicate enqueue (sweep + post-download hook) no-ops.
with SessionLocal() as session:
claimed = session.execute(
update(ExternalLink)
.where(
ExternalLink.id == link_id,
ExternalLink.status.in_(("pending", "failed")),
)
.values(status="downloading")
.returning(ExternalLink.id)
).first()
session.commit()
if claimed is None:
return {"link_id": link_id, "skipped": "not claimable"}
link = session.get(ExternalLink, link_id)
post = session.get(Post, link.post_id) if link.post_id else None
if post is None:
link.status = "dead"
link.last_error = "post missing"
link.completed_at = datetime.now(UTC)
session.commit()
return {"link_id": link_id, "error": "post missing"}
artist = session.get(Artist, post.artist_id)
source = session.get(Source, post.source_id) if post.source_id else None
platform = source.platform if source is not None else "patreon"
settings = ImportSettings.load_sync(session)
if not _host_enabled(settings, link.host):
log.info("extdl skip (host disabled): link=%s host=%s", link_id, link.host)
link.status = "skipped"
link.last_error = f"{link.host} disabled"
link.completed_at = datetime.now(UTC)
session.commit()
return {"link_id": link_id, "skipped": "host disabled"}
host, url, attempts = link.host, link.url, link.attempts
log.info(
"extdl start: link=%s host=%s post=%s artist=%s attempt=%d url=%s",
link_id, host, post.id, artist.slug, attempts + 1, url,
)
# Per-host serialize: one fetch per host at a time. If busy, requeue.
lock = None
try:
lock = _redis().lock(f"{_LOCK_PREFIX}{host}", timeout=_LOCK_TTL, blocking=False)
got = bool(lock.acquire(blocking=False))
except redis.RedisError as exc:
log.warning("extdl lock unavailable for %s: %s — running uncapped", host, exc)
lock, got = None, True
if not got:
# Release the claim back to pending so a later run can pick it up, then
# requeue with a countdown (bounded, like download_source).
with SessionLocal() as session:
session.execute(
update(ExternalLink).where(ExternalLink.id == link_id)
.values(status="pending")
)
session.commit()
log.info(
"extdl requeue (host %s busy): link=%s wait=%d", host, link_id, _serialize_waits,
)
if _serialize_waits < _MAX_SERIALIZE_WAITS:
fetch_external_link.apply_async(
(link_id,), {"_serialize_waits": _serialize_waits + 1},
countdown=_SERIALIZE_COUNTDOWN,
)
else:
log.warning("extdl giving up requeue (host %s busy): link=%s", host, link_id)
return {"link_id": link_id, "requeued": "host busy"}
started = time.monotonic()
# Per-LINK staging dir (not just per-post): two links on the same post (e.g.
# the same film from mega + gdrive) can emit the same filename — sharing one
# external/<post_id>/ dir let the second overwrite the first's file, then the
# dedup-skip unlink orphaned a record → 404 on playback. Isolating per link
# keeps each link's file at its own path. (#859)
post_dir = (
IMAGES_ROOT / artist.slug / platform / "external"
/ str(post.external_post_id) / str(link_id)
)
try:
result = fetch_external(host, url, post_dir)
with SessionLocal() as session:
link = session.get(ExternalLink, link_id)
if not result.ok:
log.warning(
"extdl fetch failed: link=%s host=%s error=%s",
link_id, host, result.error,
)
_record_failure(link, attempts, result.error or "fetch failed")
session.commit()
return {"link_id": link_id, "error": result.error}
log.info(
"extdl fetched: link=%s host=%s files=%d bytes=%d",
link_id, host, len(result.files), result.bytes,
)
# Re-load post/artist/source attached to THIS session before handing
# them to the importer (the claim block's instances are detached).
post = session.get(Post, link.post_id)
artist = session.get(Artist, post.artist_id)
source = session.get(Source, post.source_id) if post.source_id else None
image_ids = _route_files(session, result.files, post, platform, artist, source)
link.status = "downloaded"
link.last_error = None
link.completed_at = datetime.now(UTC)
link.duration_seconds = time.monotonic() - started
session.commit()
log.info(
"extdl done: link=%s host=%s post=%s files=%d image(s)=%d dur=%.1fs",
link_id, host, post.id, len(result.files), len(image_ids),
link.duration_seconds,
)
# Thumbnails + ML for any newly-attached images (mirrors the download
# path). Lazy import to dodge a task-module import cycle.
if image_ids:
from .ml import cpu_embed_enabled, embed_image
from .thumbnail import generate_thumbnail
do_embed = cpu_embed_enabled()
for img_id in image_ids:
generate_thumbnail.delay(img_id)
if do_embed:
embed_image.delay(img_id)
return {"link_id": link_id, "files": len(result.files), "images": len(image_ids)}
except Exception as exc: # never leave a link stuck in 'downloading'
log.exception("external fetch task failed for link %s", link_id)
with SessionLocal() as session:
link = session.get(ExternalLink, link_id)
if link is not None and link.status == "downloading":
_record_failure(link, attempts, f"{type(exc).__name__}: {exc}")
session.commit()
raise
finally:
if lock is not None:
try:
lock.release()
except Exception: # noqa: BLE001 — TTL may have already freed it
pass
def _record_failure(link: ExternalLink, attempts: int, error: str) -> None:
nxt = attempts + 1
link.attempts = nxt
link.last_error = error[:1000]
link.status = "dead" if nxt >= DEAD_LETTER_THRESHOLD else "failed"
link.completed_at = datetime.now(UTC)
log.warning(
"extdl link %s -> %s (attempt %d/%d): %s",
link.id, link.status, nxt, DEAD_LETTER_THRESHOLD, error[:200],
)
def _route_files(session, files, post, platform, artist, source) -> list[int]:
"""Import each fetched file through the SAME pipeline extracted-zip members
use — importer.attach_in_place — so a downloaded archive is extracted to
ImageRecords and provenance-linked to the post (via the synthesized sidecar),
a non-art file is captured as a PostAttachment, and an art image is attached
in place. Returns new image ids so the caller enqueues thumbnail + ML
(tagging) for them, exactly as download_service does for downloaded media.
Result handling mirrors download_service._phase3_persist branch-for-branch
(duplicate cleanup, the unextracted-archive warning of #718) and logs every
decision — this path is new and the operator expects to iterate on it."""
settings = ImportSettings.load_sync(session)
importer = Importer(
session=session,
images_root=IMAGES_ROOT,
import_root=IMAGES_ROOT,
thumbnailer=Thumbnailer(images_root=IMAGES_ROOT),
settings=settings,
)
image_ids: list[int] = []
for f in files:
_write_link_sidecar(f, post, platform, artist)
result = importer.attach_in_place(f, artist=artist, source=source)
session.commit()
if result.status in ("imported", "superseded"):
ids = list(getattr(result, "member_image_ids", []) or [])
if result.image_id is not None and result.image_id not in ids:
ids.append(result.image_id)
image_ids.extend(ids)
log.info(
"extdl import: post=%s file=%s status=%s -> %d image(s) "
"(provenance-linked, queued for tagging)",
post.id, f.name, result.status, len(ids),
)
elif result.status == "attached":
# Non-art / archive captured as a PostAttachment (copied into the
# store) — drop the on-disk original. An archive captured WITHOUT
# extracting any image carries the reason (the recurring "zip but no
# images" symptom, #718) — surface it loudly.
if result.error:
log.warning(
"extdl archive captured UNEXTRACTED: post=%s file=%s reason=%s",
post.id, f.name, result.error,
)
else:
log.info("extdl attachment captured: post=%s file=%s", post.id, f.name)
f.unlink(missing_ok=True)
elif result.status == "skipped":
reason = result.skip_reason.value if result.skip_reason else None
log.info(
"extdl skipped: post=%s file=%s reason=%s", post.id, f.name, reason,
)
if reason in ("duplicate_hash", "duplicate_phash"):
# Path-safe unlink: external files are imported IN PLACE, so `f`
# can BE the canonical record's backing file (same content
# re-fetched / a colliding name). Only delete `f` when it is NOT
# the existing record's file — otherwise we orphan the record and
# playback 404s. (#859)
canonical = None
if result.image_id is not None:
rec = session.get(ImageRecord, result.image_id)
if rec is not None:
canonical = (IMAGES_ROOT / rec.path).resolve()
if canonical != f.resolve():
f.unlink(missing_ok=True) # a redundant copy — safe to drop
else:
log.info(
"extdl keep: %s IS record %s's canonical file — not unlinking",
f.name, result.image_id,
)
elif result.status == "failed":
log.warning(
"extdl import FAILED: post=%s file=%s error=%s",
post.id, f.name, result.error,
)
f.unlink(missing_ok=True)
else: # 'refreshed' or any future status — work happened, no new images
log.info(
"extdl import: post=%s file=%s status=%s", post.id, f.name, result.status,
)
# The synthesized sidecar has done its job — don't litter the tree.
Path(str(f) + ".json").unlink(missing_ok=True)
return image_ids
@celery.task(name="backend.app.tasks.external.sweep_external_links")
def sweep_external_links() -> dict:
"""Enqueue a bounded batch of actionable links (pending, or failed below the
dead-letter threshold). Driven by the post-download hook and a beat tick."""
SessionLocal = _sync_session_factory()
with SessionLocal() as session:
ids = session.execute(
select(ExternalLink.id).where(
ExternalLink.status.in_(("pending", "failed")),
ExternalLink.attempts < DEAD_LETTER_THRESHOLD,
).order_by(ExternalLink.id.asc()).limit(_SWEEP_BATCH)
).scalars().all()
for link_id in ids:
fetch_external_link.delay(link_id)
return {"enqueued": len(ids)}
@celery.task(name="backend.app.tasks.external.recover_external_links")
def recover_external_links() -> dict:
"""Recovery sweep (rule #89): reset dead links back to retryable so a stuck
host outage or a since-fixed bug gets another pass, then enqueue. Bounded."""
SessionLocal = _sync_session_factory()
with SessionLocal() as session:
session.execute(
update(ExternalLink).where(ExternalLink.status == "dead")
.values(status="failed", attempts=0, last_error=None)
)
session.commit()
return sweep_external_links()
@celery.task(name="backend.app.tasks.external.prune_external_links")
def prune_external_links() -> dict:
"""Retention (rule #89): delete long-dead links so the ledger doesn't grow
unbounded. Downloaded links are kept (they're the record of what we have)."""
cutoff = datetime.now(UTC) - timedelta(days=_RETENTION_DAYS)
SessionLocal = _sync_session_factory()
with SessionLocal() as session:
res = session.execute(
delete(ExternalLink).where(
ExternalLink.status == "dead",
ExternalLink.created_at < cutoff,
)
)
session.commit()
return {"pruned": res.rowcount or 0}