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FabledCurator/backend/app/models/__init__.py
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refactor(ml): retire the Camie tagger + allowlist bulk-apply (#1189)
Heads + CCIP are the tag source and head auto-apply is the earned propagation.
The Camie tagger ran only to feed the allowlist bulk-apply (its ImagePrediction
rows had no other consumer), and the allowlist was a SECOND, un-earned auto-apply
path firing in parallel with heads on every accept — exactly the un-earned spray
the v2 pivot replaced. Retire both.

Behavior change: accepting a suggestion now applies the tag to THAT image only
(source='ml_accepted', a head-training positive) — it no longer allowlists +
fans the tag across the library via Camie. Propagation is heads' earned
auto-apply. (Loses instant cold-start propagation for booru-vocab tags; that was
un-earned and bypassed the precision gate.)

- tag_and_embed is now EMBED-ONLY (no Camie load/infer, no ImagePrediction
  writes); backfill enqueues it for images with no embedding.
- Removed: services/ml/tagger.py, apply_allowlist_tags + helpers + daily beat +
  every enqueue caller (accept/alias/merge/per-image), api/allowlist.py +
  blueprint, ImagePrediction + TagAllowlist models/tables (migration 0067),
  AllowlistTable.vue + allowlist store, the accept coverage-projection payload.
- AllowlistService gutted to accept/dismiss/undismiss/reject (the rejection store
  the rail still needs); accept returns nothing, API returns {accepted, tag_id}.
- tag merge no longer repoints/triggers the allowlist; _keep_as_alias now keys on
  ML-applied image_tag sources (incl. head_auto) instead of the allowlist.
- UI: MLBackfillCard relabelled to embedding-only; accept toast simplified;
  MaintenancePanel drops the allowlist tile.

Left for a follow-up hygiene pass (now-inert, harmless): the dead settings
columns (tagger_store_floor, tagger_model_version, suggestion_threshold_*,
video_min_tag_frames), image_record.tagger_model_version, MLThresholdSliders
trim, and the Camie model download in download_models.py.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa
2026-06-30 13:04:31 -04:00

84 lines
2.4 KiB
Python

"""All ORM models. Import this module to make every model visible to Alembic."""
from .app_setting import AppSetting
from .artist import Artist
from .artist_visit import ArtistVisit
from .backup_run import BackupRun
from .base import Base
from .credential import Credential
from .download_event import DownloadEvent
from .external_link import ExternalLink
from .gpu_job import GpuJob
from .head_auto_apply_run import HeadAutoApplyRun
from .head_metric import HeadMetric
from .head_metrics_snapshot import HeadMetricsSnapshot
from .head_training_run import HeadTrainingRun
from .image_provenance import ImageProvenance
from .image_record import ImageRecord
from .image_region import ImageRegion
from .import_batch import ImportBatch
from .import_settings import ImportSettings
from .import_task import ImportTask
from .library_audit_run import LibraryAuditRun
from .ml_settings import MLSettings
from .patreon_failed_media import PatreonFailedMedia
from .patreon_seen_media import PatreonSeenMedia
from .post import Post
from .post_attachment import PostAttachment
from .series_chapter import SeriesChapter
from .series_page import SeriesPage
from .series_suggestion import SeriesSuggestion
from .source import Source
from .subscribestar_failed_media import SubscribeStarFailedMedia
from .subscribestar_seen_media import SubscribeStarSeenMedia
from .tag import Tag, TagKind, image_tag
from .tag_alias import TagAlias
from .tag_eval_run import TagEvalRun
from .tag_head import TagHead
from .tag_positive_confirmation import TagPositiveConfirmation
from .tag_suggestion_rejection import TagSuggestionRejection
from .task_run import TaskRun
__all__ = [
"Base",
"AppSetting",
"Artist",
"ArtistVisit",
"BackupRun",
"Source",
"Credential",
"PatreonFailedMedia",
"PatreonSeenMedia",
"SubscribeStarFailedMedia",
"SubscribeStarSeenMedia",
"Post",
"PostAttachment",
"SeriesChapter",
"SeriesPage",
"SeriesSuggestion",
"ImageRecord",
"ImageProvenance",
"ImageRegion",
"Tag",
"TagKind",
"image_tag",
"DownloadEvent",
"ExternalLink",
"GpuJob",
"ImportBatch",
"ImportTask",
"ImportSettings",
"LibraryAuditRun",
"MLSettings",
"HeadAutoApplyRun",
"HeadMetric",
"HeadMetricsSnapshot",
"HeadTrainingRun",
"TagAlias",
"TagEvalRun",
"TagHead",
"TagPositiveConfirmation",
"TagSuggestionRejection",
"TaskRun",
]