bvandeusen
3d77a38a25
The v2 pivot replaced per-tag SigLIP centroids with learned heads + CCIP. Centroids were still recomputed (on every tag merge + a daily beat) but NOTHING read them — suggestions come from heads+CCIP and apply_allowlist_tags applies via Camie predictions, not centroids. Pure dead wiring; remove it. Removed: CentroidService, recompute_centroid/recompute_centroids tasks, the daily beat, POST /api/ml/recompute-centroids, the recompute-on-merge trigger, the tag_reference_embedding table + model, the centroid_similarity_threshold + min_reference_images settings (migration 0066), the CentroidRecomputeCard + its store action + MaintenancePanel tile, and the centroid slider in MLThresholdSliders. _keep_as_alias drops its vestigial has-centroid branch (the allowlist branch already covers "could re-emit"); tag merge no longer clears a table that no longer exists. NOT touched (still live, parallel to heads): the Camie tagger, ImagePrediction, and the allowlist bulk-apply — accepting a suggestion still allowlists + applies it across the library. The tag-eval "centroid" baseline metric is unrelated (in-memory) and stays. (image_record.centroid_scores JSON column also remains — separate legacy field, its own micro-cleanup.) Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa
20 lines
635 B
Python
20 lines
635 B
Python
import pytest
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pytestmark = pytest.mark.integration
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def test_artist_not_surfaced():
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from backend.app.services.ml.tagger import SURFACED_CATEGORIES
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assert "artist" not in SURFACED_CATEGORIES
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def test_artist_not_head_eligible():
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# Tagging-v2: suggestions come from heads, and heads are only trained for
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# general/character concepts — so 'artist' (and any other kind) can't surface.
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from backend.app.models import TagKind
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from backend.app.services.ml.heads import _HEAD_KINDS
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assert TagKind.general in _HEAD_KINDS
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assert TagKind.character in _HEAD_KINDS
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assert TagKind.artist not in _HEAD_KINDS
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