Base.metadata's convention applies ck_%(table_name)s_%(constraint_name)s.
ml_settings and tag_allowlist passed already-prefixed names
(ck_ml_settings_singleton / ck_tag_allowlist_confidence_range), so the
ORM-side names came out doubled (ck_ml_settings_ck_ml_settings_singleton
etc.) and the migration-0003 smoke tests failed.
Same class of bug fixed in FC-2a for ImportSettings — should have applied
that lesson here. Bare names ('singleton', 'confidence_range') let the
convention produce the final names that match migration 0003's literal
DDL. Migration unchanged; only the model __table_args__.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
onnxruntime is in requirements-ml.txt only (deliberately kept out of the
lean web image and CI). The top-level `import onnxruntime` broke pytest
collection of test_ml_tagger / test_ml_suggestions / test_tasks_ml even
though those are pure-logic/integration-marked, because collection
imports the module.
Mirrors the embedder's lazy-torch pattern: onnxruntime is imported inside
Tagger.load(), placed AFTER the file-existence checks so
test_load_raises_when_model_missing still gets RuntimeError (not
ModuleNotFoundError) in onnxruntime-less environments. self._session
annotation dropped to a comment to avoid an eval-time ort reference.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
ruff isort orders Tagger before TagPrediction (its case-insensitive
tiebreak). One-char autofix; ruff check now clean across backend/tests/alembic.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
MaintenancePanel hosts: backfill + centroid recompute trigger cards,
the five suggestion-threshold sliders (autosave on slider release),
the allowlist table (inline editable min_confidence, delete), and the
alias table (mapping display, delete). Wired as a third Settings tab,
ML settings loaded lazily when the tab opens.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Thin wrappers over the FC-2b API: ml (settings GET/PATCH, backfill +
recompute triggers), allowlist (list, threshold patch, remove with
optimistic local update), aliases (list, remove with optimistic update).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
TagPanel now renders SuggestionsPanel below the current-tags area and
adds a per-chip kebab → Rename… (TagRenameDialog). modal store's
removeTag now also POSTs suggestions/dismiss after the delete so removing
an auto-applied tag records a per-image rejection and the allowlist
maintenance sweep won't re-apply it (closes the remove→re-apply loop
identified in the spec).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
AliasPicker: debounced autocomplete scoped to the prediction's category
(artist/character map to tag kinds; copyright searches unscoped),
returns the chosen canonical tag id. RenameDialog: PATCH /api/tags/<id>,
surfaces 409 collisions with the FC-2c merge hint.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Store: load per-image suggestions, accept (creates the tag first for
raw/creates_new_tag suggestions, then accepts by id), aliasAccept,
dismiss (client-side hide for raw tags), success toasts folded in.
Panel: people/sources groups always open, General collapsed by default;
alias picker dialog wired; shimmer skeleton while loading. SuggestionItem
shows score %, +new badge for raw tags, kebab menu. AliasPickerDialog
referenced (lands in Task 15).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
import_media_file now enqueues tag_and_embed alongside generate_thumbnail
after a successful import. scripts/download_models.py snapshots Camie +
SigLIP into /models, idempotent (skips when present). The ml-worker
entrypoint runs it before starting the Celery worker so a fresh /models
volume self-heals on first boot. Downloader tests are pure-logic (no
network in CI).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
The celery_app.py beat-schedule edit failed with a stale-read error in
the Task 9 commit, so the ML daily jobs weren't registered. Adds
ml-backfill-daily, recompute-centroids-daily, apply-allowlist-sweep-daily.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
apply_allowlist_tags: 4 modes (tag-only / image-only / both / full sweep),
matches a tag to a prediction either by direct name or via alias
(name, category) resolution, gates on per-tag min_confidence, skips
applied/rejected, applies source='ml_auto'. recompute_centroid /
recompute_centroids: async-bridged calls into CentroidService, delta-gated.
Beat: daily backfill, daily centroid recompute, daily allowlist sweep.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
tag_and_embed: Camie + SigLIP on one image (video → 10-frame sample,
max-pool tags, mean-pool embeddings), stores predictions/embedding with
model versions, then enqueues per-image allowlist apply. backfill:
keyset-paginated discovery of images missing predictions/embeddings for
the current model versions (restart-safe). apply_allowlist_tags stub
included so .delay() resolves between commits (filled in Task 9).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
AllowlistService: accept (apply ml_accepted + add to allowlist + clear
rejection; returns whether newly-added so API can kick retro-apply),
add_alias_and_accept, dismiss, reject_applied_tag (remove + record
rejection so the allowlist won't re-apply), threshold update, remove,
list_all.
TagService.rename: refuses on (name, kind, fandom_id) collision with a
message pointing at FC-2c merge. Tests marked integration.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
The read path: load tagger_predictions, drop unsurfaced categories
(rating/meta/year), apply per-category thresholds, batch-resolve aliases,
skip applied + rejected, augment with centroid hits above the similarity
threshold, merge duplicate signals (take max score, mark source 'both'),
group by category, sort by score DESC. Tests marked integration.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
recompute_for_tag (mean of member embeddings, eligible-kind + min-refs
gated, upsert), list_drifted (the delta-gate: member-count mismatch OR
missing OR wrong model version), find_similar_tags (pgvector cosine
distance, similarity = 1 - distance). Tests marked integration.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
resolve() / resolve_many() (batch, used by the suggestion read path),
idempotent create, remove, list_all. Category-scoped so 'naruto' as
character vs copyright map to different canonicals. Tests marked
integration (real DB).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Direct port of ImageRepo's siglip.py. Lazy torch/transformers import so
the web container can import the module (for enqueue logic) without the
torch cost. EMBED_DIM=1152 asserted against the schema's Vector(1152)
columns. Real inference runs in the local integration suite.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
CPU-only, lazy-loaded, process-singleton ONNX session. Parses Camie's
string-category selected_tags.csv (vs WD14's integer Danbooru ids).
STORE_FLOOR (0.05) keeps the stored predictions JSON compact;
SURFACED_CATEGORIES gates which categories the suggestion UI shows
(meta/rating/year stored but never surfaced).
Inference itself isn't unit-tested (1GB model not in CI); the missing-
model error path and pure-logic surface are. Full inference runs in the
local integration suite.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Same fix as the CI workflow — `npm ci` requires package-lock.json and we
don't track one. Missed this in the earlier CI fix. Local `docker compose
up` builds now succeed past the frontend stage.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
- Renamed docker-compose.dev.yml → docker-compose.override.yml so Docker
Compose auto-merges it. `docker compose up` (no -f) now Just Works for
local development.
- Removed the `env_file: .env` requirement from every service in the base
file. Operators no longer need to create a .env to bring the stack up.
- Baked sane dev defaults directly into docker-compose.yml via
${VAR:-default} interpolation:
DB_USER=fabledcurator
DB_PASSWORD=fabledcurator_dev
DB_NAME=fabledcurator
SECRET_KEY=dev_secret_key_not_for_production_change_me
LOG_LEVEL=INFO (overridden to DEBUG by the dev override)
Defaults are insecure but explicitly named so. For production, override
via shell env vars or a .env file at the project root.
- README quick-start simplified to a single `docker compose up -d`.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
test_health.py:
@pytest.fixture on an `async def` function is rejected by pytest-asyncio
1.x strict mode. Switched to @pytest_asyncio.fixture.
backend/app/models/import_settings.py:
My constraint name was 'ck_import_settings_singleton' and Base.metadata's
naming convention applies 'ck_<table>_<name>' on top, so the final ORM
name was 'ck_import_settings_ck_import_settings_singleton' (double prefix).
The migration creates the DB constraint as 'ck_import_settings_singleton'
via raw alembic, so they didn't match. Fix: bare name 'singleton' in the
model → convention produces 'ck_import_settings_singleton', matching the
migration's literal name.
tests/test_tasks_register.py:
Celery's include=[...] parameter on the constructor is lazy — task
modules aren't imported until a worker boots. The test only imported
the Celery instance, so the @celery.task decorators in scan.py /
import_file.py / thumbnail.py never ran. Fix: explicit `import` of
those modules for side-effect at the top of the test file.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Misplaced the integration marker between import groups in the previous
commit — I only read the top 12 lines so I missed the 3 more imports
below. ruff flagged it correctly as E402.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
The CI failure resolving 'postgres' hostname was the symptom; the cause is
that the workflow violated FabledRulebook/forgejo.md's "CI philosophy —
lint + short unit tests only" rule. Integration tests against a real
Postgres are supposed to run locally via docker-compose, not in CI.
Changes:
- Marked 8 DB-dependent test files with @pytest.mark.integration:
test_tag_service, test_importer, test_gallery_service, test_api_gallery,
test_api_tags, test_api_settings, test_api_import_admin, test_maintenance.
- CI workflow drops the postgres/redis service containers and the alembic
upgrade smoke step entirely.
- Pytest invocation in CI changes to `pytest -v -m "not integration"`.
- Added pytest marker registration to pyproject.toml.
- DB_PASSWORD and SECRET_KEY env vars retained because config.py reads
them at import time even though unit tests don't actually use them
(set to placeholder values).
What CI now runs:
- ruff check
- pytest on the 6 unit test files: test_slug, test_paths,
test_migration_0002, test_thumbnailer, test_celery_smoke,
test_tasks_register.
- npm install + npm run build
What CI no longer runs:
- alembic upgrade (no live DB)
- the 8 integration test files (these run locally via docker-compose)
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
bvandeusen