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FabledCurator/backend/app/celery_app.py
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feat: reconcile every running lane back to its stored slots (4293)
Milestone 422 step 3. `pool_grow` is not durable: a worker restarted by its
supervisor comes back at its ENV concurrency, silently below whatever the
operator set, and nothing on step 2's write path would ever notice. Storing
the value made it survivable; this makes it survive.

A BEAT TASK, NOT A HOOK IN WEB — a deliberate deviation from the step as
written, for a reason already recorded in this codebase. Step 3 said "web
applies the stored values after it starts". It cannot: service_roster.py
documents that hypercorn runs --workers 4, so anything in before_serving
becomes four concurrent loops per container hammering the broker forever.

service_roster's own answer — refresh on demand from whichever request
arrives — was also rejected, because the two solve different problems. A
stale ROSTER only misleads someone looking at it, so recomputing when they
look is exactly right. A lane running at the wrong size is doing less work
than it was told to whether or not anyone is watching, and the case that
matters is a deploy at 3am followed by a backlog nobody is awake to see.

So: unattended, every 5 minutes, on the quick `maintenance` lane beside the
other recovery sweeps. Accepted cost — a dead scheduler stops reconciliation,
but a dead scheduler already stops every other sweep and the roster reports
it, so this adds no new blind spot.

A BUG I WROTE AND CAUGHT BEFORE COMMITTING. The first version called
set_lane_enabled_sync unconditionally, so a settled system re-sent
add_consumer for every queue on every tick — forever. Harmless per call
(add_consumer on an already-consumed queue does nothing), unbounded in
aggregate, and completely invisible. That is lesson #4183's failure mode
exactly, in the very function whose docstring cites it.

Worse, my test would not have caught it: it asserted only on grew/shrank.
LaneLiveState now carries `consuming` — which queues a lane is actually
serving, distinct from the queues it was configured with — so the reconcile
compares before acting. The test now asserts ALL FOUR control families are
silent on a settled tick, plus a new case for an already-disabled lane, which
is the other half of the same fixed point.

An absent lane is SKIPPED, not corrected. present=False means nothing
answered, not zero slots; correcting it would be a conclusion from an unswept
read (snippet #3969), and there would be nothing to send the message to. One
lane failing does not stop the others.

One inspect serves every lane: the two setters now take an optional
pre-fetched LaneLiveState, so a tick costs one broker round trip rather than
one per lane.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LVjrnpQjRgHdvq95rASoiR
2026-09-22 08:08:38 -04:00

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"""Celery configuration with separate queue lanes.
Queues:
import — filesystem import path (FC-2)
ml — WD14 + SigLIP inference (FC-2; runs in the ml-worker image)
thumbnail — image and video thumbnail generation (FC-2)
download — gallery-dl tasks (FC-3)
scan — periodic source checks (FC-3) — kept separate so long imports
don't starve the scheduler
maintenance — recovery sweeps, pHash backfill, GPU-queue coordination, etc.
default — anything not explicitly routed
"""
from celery import Celery
from .config import get_config
def make_celery() -> Celery:
cfg = get_config()
app = Celery(
"fabledcurator",
broker=cfg.celery_broker_url,
backend=cfg.celery_result_backend,
include=[
"backend.app.tasks.smoke",
"backend.app.tasks.scan",
"backend.app.tasks.import_file",
"backend.app.tasks.thumbnail",
"backend.app.tasks.maintenance",
"backend.app.tasks.ml",
"backend.app.tasks.gpu_queue",
"backend.app.tasks.download",
"backend.app.tasks.external",
"backend.app.tasks.backup",
"backend.app.tasks.admin",
"backend.app.tasks.library_audit",
"backend.app.tasks.translation",
],
)
app.conf.update(
task_default_queue="default",
task_routes={
"backend.app.tasks.import_file.*": {"queue": "import"},
"backend.app.tasks.ml.*": {"queue": "ml"},
# GPU-queue coordination (backfill enqueues, orphan recovery,
# reprocess) is pure DB work — it rides the maintenance quick lane
# so the GPU agent pipeline works even on stacks that drop the
# (now-optional, B3) ml-worker container entirely.
"backend.app.tasks.gpu_queue.*": {"queue": "maintenance"},
"backend.app.tasks.thumbnail.*": {"queue": "thumbnail"},
"backend.app.tasks.download.*": {"queue": "download"},
# External file-host fetches are downloads — same lane (they can run
# long, but the download worker already tolerates long backfills).
"backend.app.tasks.external.*": {"queue": "download"},
"backend.app.tasks.scan.*": {"queue": "scan"},
# `maintenance` is the QUICK lane — recovery sweeps, vacuum, cleanup
# (concurrency-1 on the scheduler). The long one-shots (DB backups,
# library audits, admin maintenance: normalize/re-extract/cascade-
# delete) run on a SEPARATE `maintenance_long` lane + worker so they
# can never starve the quick self-healing sweeps (operator-flagged
# 2026-06-07: a 2h audit blocked vacuum/backup/normalize for hours).
"backend.app.tasks.maintenance.*": {"queue": "maintenance"},
"backend.app.tasks.backup.*": {"queue": "maintenance_long"},
"backend.app.tasks.admin.*": {"queue": "maintenance_long"},
"backend.app.tasks.library_audit.*": {"queue": "maintenance_long"},
# Translation backfill hits the LLM (~16s/item) → the long lane so it
# never starves the quick self-healing sweeps (#143).
"backend.app.tasks.translation.*": {"queue": "maintenance_long"},
},
# Heavy ML tasks need fair dispatch — see ImageRepo's precedent.
task_acks_late=True,
# Deploy graceful-shutdown safety: with acks_late, a task killed because
# it outran the container's stop-grace window (SIGKILL) is re-queued
# rather than silently lost. Safe because our long tasks are idempotent +
# chunked (translation per-post commit, downloads terminal-status, audits
# chunk) and the 5-min recovery sweeps re-drive anything left non-terminal
# — a re-run resumes cleanly and never corrupts. No redeliver-loop risk:
# heavy GPU work is tombstoned via gpu_queue, not run inline in a worker.
task_reject_on_worker_lost=True,
worker_prefetch_multiplier=1,
# Broker resilience (2026-06-24): a swarm overlay-network blip after a
# redeploy left Redis healthy but transiently unreachable, and a worker
# starting in that window crash-looped on the initial broker connect
# (kombu OperationalError) instead of waiting it out — needing a manual
# Redis reset to recover. Retry the broker FOREVER (None) on startup and
# at runtime so a transient outage self-heals when routing returns,
# rather than the worker exiting.
broker_connection_retry_on_startup=True,
broker_connection_retry=True,
broker_connection_max_retries=None,
# Redis-transport socket options (apply to the BROKER connection): a
# short connect timeout + TCP keepalive so a dead/blocked socket is
# noticed and retried, and a periodic health check that proactively
# reconnects a live worker through a network hiccup.
broker_transport_options={
"socket_connect_timeout": 5,
"socket_timeout": 30,
"socket_keepalive": True,
"retry_on_timeout": True,
"health_check_interval": 30,
},
# Same hardening for the Redis RESULT backend (separate connection pool).
redis_socket_connect_timeout=5,
redis_socket_timeout=30,
redis_socket_keepalive=True,
redis_retry_on_timeout=True,
redis_backend_health_check_interval=30,
beat_schedule={
"recover-interrupted-tasks": {
"task": "backend.app.tasks.maintenance.recover_interrupted_tasks",
"schedule": 300.0, # every 5 minutes
},
"reconcile-worker-lanes": {
"task": "backend.app.tasks.maintenance.reconcile_worker_lanes",
"schedule": 300.0, # every 5 minutes — the window in which a
# restarted worker runs at its ENV concurrency rather than the
# slots the operator set (milestone 422 step 3). A no-op once
# every lane matches: one broker round trip, no control
# messages, nothing logged.
},
"cleanup-old-tasks": {
"task": "backend.app.tasks.maintenance.cleanup_old_tasks",
"schedule": 86400.0, # daily
},
"cleanup-orphaned-temp-files": {
"task": "backend.app.tasks.maintenance.cleanup_orphaned_temp_files",
"schedule": 86400.0, # daily — sweep .part/.partial left by a
# download/import killed mid-write (graceful-shutdown fallout)
},
"backfill-phash-daily": {
"task": "backend.app.tasks.maintenance.backfill_phash",
"schedule": 86400.0, # daily — NULL-only, so a no-op once the
# library is hashed. This is what makes migration 0098's
# re-hash happen on its own: 0098 NULLs every phash, and
# without a scheduled refill the library would sit
# dedup-disabled until someone ran a deep scan (#4223).
},
"train-heads-nightly": {
"task": "backend.app.tasks.ml.scheduled_train_heads",
"schedule": 86400.0, # passive cadence; manual retrain stays available
},
"refresh-character-prototypes": {
"task": "backend.app.tasks.ml.refresh_character_prototypes",
"schedule": 900.0, # ~15 min; cheap global-gate no-op when idle (#1317)
},
"reconcile-character-prototypes-nightly": {
"task": "backend.app.tasks.ml.refresh_character_prototypes",
"schedule": 86400.0, # nightly FULL reconcile (belt-and-suspenders)
"args": (True,), # full=True
},
"apply-head-tags-daily": {
"task": "backend.app.tasks.ml.scheduled_apply_head_tags",
"schedule": 86400.0, # no-op unless head_auto_apply_enabled
},
"recover-orphaned-gpu-jobs": {
"task": "backend.app.tasks.gpu_queue.recover_orphaned_gpu_jobs",
"schedule": 60.0, # quick pickup of work a dead agent orphaned
},
"triage-gpu-errors": {
"task": "backend.app.tasks.maintenance.triage_gpu_errors",
"schedule": 900.0, # probe errored jobs' files → defect/file_ok
},
"enqueue-ccip-backfill-hourly": {
"task": "backend.app.tasks.gpu_queue.enqueue_gpu_backfill",
"schedule": 3600.0, # auto-feed NEW images; errored are
"args": ("ccip",), # tombstoned — retry is the button only
},
"enqueue-siglip-backfill-daily": {
"task": "backend.app.tasks.gpu_queue.enqueue_gpu_backfill",
"schedule": 86400.0, # drain the concept-crop back-catalogue
"args": ("siglip",), # (errored are tombstoned, not retried)
},
"enqueue-embed-backfill-daily": {
"task": "backend.app.tasks.gpu_queue.enqueue_gpu_backfill",
"schedule": 86400.0, # whole-image re-embed under the current
"args": ("embed",), # model (an operator swap) drains via agent
},
"ccip-auto-apply-daily": {
"task": "backend.app.tasks.ml.scheduled_ccip_auto_apply",
"schedule": 86400.0, # no-op unless ccip_auto_apply_enabled
},
"retract-auto-tags-daily": {
"task": "backend.app.tasks.ml.scheduled_retract_auto_tags",
"schedule": 86400.0, # soft auto-apply: drop auto-tags now below
# their threshold (m139); no-op unless the auto-apply switch is on
},
"presentation-auto-apply-daily": {
"task": "backend.app.tasks.ml.scheduled_presentation_auto_apply",
"schedule": 86400.0, # auto-hide banner chrome (#141);
# no-op unless presentation_auto_apply_enabled
},
"process-auto-apply-daily": {
"task": "backend.app.tasks.ml.scheduled_process_auto_apply",
"schedule": 86400.0, # auto-tag wip/editor process art (#1464);
# no-op unless process_auto_apply_enabled (opt-in)
},
"soft-wip-conflict-audit-daily": {
"task": "backend.app.tasks.ml.scheduled_soft_wip_conflict_audit",
"schedule": 86400.0, # flag ring-loud soft-WIP (sketch/doodle) tags
# for review (#1474); no-op with no content heads
},
"prune-presentation-reviews-daily": {
"task": "backend.app.tasks.ml.prune_presentation_reviews",
"schedule": 86400.0, # retention: drop resolved review flags >30d
},
"translate-posts-8h": {
"task": "backend.app.tasks.translation.translate_posts",
"schedule": 28800.0, # every 8h: steady-state cadence for the
# trickle of newly-imported posts (no-op unless translation
# configured + healthy). One bounded 300-chunk per fire — the
# one-time backlog drains via the "Translate now" button
# (drain=True, run-until-done), not this sweep.
},
"snapshot-head-metrics-daily": {
"task": "backend.app.tasks.maintenance.snapshot_head_metrics",
"schedule": 86400.0,
},
"group-discord-drops-hourly": {
"task": "backend.app.tasks.maintenance.group_discord_drops",
"schedule": 3600.0, # hourly. Not daily: the grouping signal is
# the SigLIP embedding, which lands asynchronously AFTER import
# (#388 E2), so this sweep is what picks up a drop once its
# vectors have caught up. No-op unless discord_grouping_enabled.
},
"match-post-associations-hourly": {
"task": "backend.app.tasks.maintenance.match_post_associations",
"schedule": 3600.0, # hourly, and AFTER the grouper's own cadence
# by construction: a pair cannot be proposed until the drop it
# points at exists as a grouping (#388 E5). No-op unless
# discord_link_enabled.
},
"sync-memberships-daily": {
"task": "backend.app.tasks.maintenance.sync_memberships",
"schedule": 86400.0, # daily — memberships change on a BILLING
# cycle, not a download cadence (#387 C3). No-op per platform
# when the client lacks the seam or no credential exists.
},
"integrity-verify-weekly": {
"task": "backend.app.tasks.maintenance.verify_integrity",
"schedule": 604800.0, # weekly
},
"fc3d-tick-due-sources": {
"task": "backend.app.tasks.scan.tick_due_sources",
"schedule": 60.0, # every minute
},
"fc3d-cleanup-download-events": {
"task": "backend.app.tasks.maintenance.cleanup_old_download_events",
"schedule": 86400.0, # daily
},
"recover-stalled-download-events": {
"task": "backend.app.tasks.maintenance.recover_stalled_download_events",
"schedule": 300.0, # every 5 min, matches recover-interrupted-tasks
},
"recover-stalled-task-runs": {
"task": "backend.app.tasks.maintenance.recover_stalled_task_runs",
"schedule": 300.0, # every 5 min, matches recover-interrupted-tasks
},
"prune-task-runs": {
"task": "backend.app.tasks.maintenance.prune_task_runs",
"schedule": 86400.0, # daily
},
"vacuum-analyze": {
"task": "backend.app.tasks.maintenance.vacuum_analyze",
"schedule": 604800.0, # weekly — reclaim dead-tuple bloat + refresh stats
},
"fc3h-backup-db-nightly": {
"task": "backend.app.tasks.backup.backup_db_nightly",
"schedule": 3600.0, # hourly tick; task self-gates on configured UTC hour
},
"fc3h-prune-backups": {
"task": "backend.app.tasks.backup.prune_backups",
"schedule": 86400.0, # daily
},
# Audit 2026-06-02 — three new per-entity recovery sweeps.
# Each runs every 5 min like the other recover_stalled_*
# sweeps; each is a no-op when nothing is stuck.
"recover-stalled-backup-runs": {
"task": "backend.app.tasks.maintenance.recover_stalled_backup_runs",
"schedule": 300.0,
},
"recover-stalled-library-audit-runs": {
"task": "backend.app.tasks.maintenance.recover_stalled_library_audit_runs",
"schedule": 300.0,
},
"recover-stalled-head-training-runs": {
"task": "backend.app.tasks.maintenance.recover_stalled_head_training_runs",
"schedule": 300.0,
},
"recover-stalled-head-auto-apply-runs": {
"task": "backend.app.tasks.maintenance.recover_stalled_head_auto_apply_runs",
"schedule": 300.0,
},
"recover-stalled-import-batches": {
"task": "backend.app.tasks.maintenance.recover_stalled_import_batches",
"schedule": 300.0,
},
# Audit 2026-06-02 — daily retention for two entities
# whose terminal rows otherwise accumulate forever.
"prune-library-audit-runs": {
"task": "backend.app.tasks.maintenance.prune_library_audit_runs",
"schedule": 86400.0,
},
"prune-import-batches": {
"task": "backend.app.tasks.maintenance.prune_import_batches",
"schedule": 86400.0,
},
# Audit 2026-06-02 — backfill_thumbnails's docstring claimed
# "periodic Beat" but the entry was never registered, so the
# library got no self-healing thumbnail repair; only the
# manual admin-UI button fired it. Daily cadence is gentle
# (the task is idempotent and only enqueues regen for rows
# whose stored thumbnails are missing or corrupt).
"backfill-thumbnails-daily": {
"task": "backend.app.tasks.thumbnail.backfill_thumbnails",
"schedule": 86400.0,
},
# External file-host downloads (#830): a steady sweep catches links
# the post-download hook missed (worker down, etc.); recovery re-tries
# dead links daily; retention prunes long-dead rows.
"extdl-sweep": {
"task": "backend.app.tasks.external.sweep_external_links",
"schedule": 600.0, # every 10 min
},
"extdl-recover-daily": {
"task": "backend.app.tasks.external.recover_external_links",
"schedule": 86400.0,
},
"extdl-prune-daily": {
"task": "backend.app.tasks.external.prune_external_links",
"schedule": 86400.0,
},
},
timezone="UTC",
)
# FC-3i: register task_run signal handlers (side-effect import).
from . import celery_signals # noqa: F401
return app
celery = make_celery()