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
This commit is contained in:
@@ -13,7 +13,6 @@ from .head_auto_apply_run import HeadAutoApplyRun
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from .head_metric import HeadMetric
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from .head_metrics_snapshot import HeadMetricsSnapshot
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from .head_training_run import HeadTrainingRun
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from .image_prediction import ImagePrediction
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from .image_provenance import ImageProvenance
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from .image_record import ImageRecord
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from .image_region import ImageRegion
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@@ -34,7 +33,6 @@ from .subscribestar_failed_media import SubscribeStarFailedMedia
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from .subscribestar_seen_media import SubscribeStarSeenMedia
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from .tag import Tag, TagKind, image_tag
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from .tag_alias import TagAlias
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from .tag_allowlist import TagAllowlist
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from .tag_eval_run import TagEvalRun
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from .tag_head import TagHead
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from .tag_positive_confirmation import TagPositiveConfirmation
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@@ -59,7 +57,6 @@ __all__ = [
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"SeriesPage",
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"SeriesSuggestion",
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"ImageRecord",
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"ImagePrediction",
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"ImageProvenance",
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"ImageRegion",
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"Tag",
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@@ -78,7 +75,6 @@ __all__ = [
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"HeadMetricsSnapshot",
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"HeadTrainingRun",
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"TagAlias",
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"TagAllowlist",
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"TagEvalRun",
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"TagHead",
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"TagPositiveConfirmation",
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