feat: split celery workers, fix asyncpg-in-fork, add pipeline progress UI
Three overlapping fixes so the ingestion pipeline actually runs and the
user can see what it's doing:
Pipeline recovery
- app/database.py: use NullPool when MULITA_CELERY_WORKER=1 so each
Celery task opens a fresh asyncpg connection on its own event loop.
Fixes "another operation in progress" and "Future attached to a
different loop" errors that were dropping ~every thumbnail +
extract_metadata task on the floor.
- app/tasks/thumbs.py: initialize photo=None before the try and rollback
on error so a transport failure in the initial SELECT doesn't raise
UnboundLocalError in the except block and leak rows stuck in 'pending'.
- app/services/vision/bootstrap_models.py: on missing model files,
invoke export_models automatically instead of just warning. First
boot of a fresh install now self-heals.
- app/services/vision/export_models.py: shutil.move instead of
Path.rename so the YOLO export survives the /app → /data/models
cross-volume hop.
- requirements.txt: add ultralytics so export works in a stock image.
Worker topology
- docker-compose.yml: replace the single worker with worker-light
(default/high/low queues, c=2, IO-bound) and worker-vision (vision
queue, c=5, OMP_NUM_THREADS=1 to avoid oversubscription on 6 cores).
Vision is pinned to ≤5 parallel inferences so ONNX doesn't each
spawn an all-cores intra-op pool.
- .env / .env.example: CELERYD_CONCURRENCY replaced with
CELERY_LIGHT_CONCURRENCY + CELERY_VISION_CONCURRENCY.
- Backfill queries in thumbs / scan / vision now ORDER BY taken_at
DESC NULLS LAST so newest photos finish first — the library fills
in top-down in the UI instead of arbitrary insertion order.
Settings visibility
- routers/library.py: new GET /maintenance/pipeline-stats returning
done/total per stage (thumbnails, exif, gps, phash, embeddings,
tags, ocr, faces, face clusters, duplicate groups). Worker-status
now also reports the `vision` queue depth, which was missing.
- services/api.ts: PipelineStats / PipelineStage / ScanStatus types
and the matching client call.
- components/dialogs/SettingsDialog.tsx:
- new Pipeline Progress card with one progress bar per stage
- inline scan banner (processed/total/current folder) inside the
Library section while a scan is running
- Tasks/min throughput computed by diffing worker processed counters
between polls
- Workers section calls out the vision queue and documents the
CELERY_LIGHT/VISION_CONCURRENCY + docker compose up -d scale path
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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@@ -446,12 +446,18 @@ def backfill_vision(task: str | None = None, limit: int | None = None):
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"""Queue vision tasks for photos that haven't been processed yet.
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Uses a sync DB connection to avoid asyncpg conflicts in Celery."""
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model_name = settings.vision.embedder.name
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# Newest-first ordering — matches regenerate_all_thumbnails so the
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# whole ingestion pipeline sweeps the library top-down and the user
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# sees recent photos fully-indexed long before the backlog drains.
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# `taken_at` is the canonical capture timestamp (from EXIF, falls
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# back to filesystem mtime in scan); `added_at` is the tie-breaker
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# when taken_at is null.
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sql = """
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SELECT p.id FROM photos p
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LEFT JOIN embeddings e ON e.photo_id = p.id AND e.model = :model
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WHERE e.photo_id IS NULL
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AND p.processing_status = 'completed'
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ORDER BY p.added_at DESC
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ORDER BY p.taken_at DESC NULLS LAST, p.added_at DESC NULLS LAST
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"""
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if limit:
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sql += f" LIMIT {limit}"
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