5 Commits

Include renames

Author	SHA1	Message	Date
bvandeusenandClaude Opus 4.8	ca1c17446c	feat(suggestions): heads are the suggestion source — Camie + centroid removed (#114 C) ... The rail's Suggestions now come from the trained per-concept heads. SuggestionService.for_image scores the image's frozen SigLIP embedding against every head (heads.score_image) and surfaces concepts above each head's own suggest threshold; the typed-dropdown's min=0 "show everything" mode maps to a flat floor so any head-scored concept can still be picked. Already-applied tags drop; rejected tags stay flagged + reversible (unchanged). REMOVED from the suggestion path (rule 22, no fallback): the Camie ImagePrediction candidate/alias/merge pipeline and the per-tag centroid augmentation, plus the now-dead SuggestionService internals (_load_predictions, _threshold_for, _settings, self.aliases, self.centroids). Head suggestions are always canonical tags, so raw_name/via_alias are null/false and the rail's alias kebab is inert by data (its removal + the Camie ingest-tagger rip are the flagged follow-up). for_selection (bulk consensus) now aggregates head suggestions unchanged. Tests rewritten to the head path: test_ml_suggestions (surfaces/applied/ rejected-reversible/override/no-embedding/no-heads), test_suggestions_bulk (consensus), test_api_suggestions (get + dropped the Camie-alias roundtrip), and test_ml_artist_retired (artist not head-eligible via _HEAD_KINDS). DEPLOY NOTE: after this lands, the rail is empty until you run Train heads (Settings → Tagging → Concept heads) — deploy, train, then the rail populates. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa	2026-06-28 11:20:11 -04:00
bvandeusenandClaude Opus 4.8	22cdf0f334	feat(ml): read suggestions + allowlist from image_prediction (#768 step 2) ... Switch every prediction READER off the JSON column onto the normalized image_prediction table. Parity by construction: each reader loads the same {raw_name: {category, confidence}} dict it consumed before (via small _load_predictions helpers), so all downstream threshold/alias/merge/consensus logic is byte-identical — only the data source changed. - suggestions.SuggestionService.for_image (and for_selection via it) - ml.apply_allowlist_tags (iterates images that have prediction rows) - importer re-import reset deletes the image's prediction rows The tagger_predictions JSON column is still dual-written (step 1) so it stays valid during transition; the backfill task's NULL check still works. Removing the JSON write + DROP column + retiring the #764 prune is the cleanup follow-up (needs a quiesced-worker window for the DROP lock). Tests: shared tests/_prediction_helpers.seed_predictions seeds the table; read-path tests (suggestions, bulk consensus, allowlist apply, API) seed there instead of ImageRecord.tagger_predictions. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>	2026-06-10 16:03:58 -04:00
bvandeusenandClaude Opus 4.7	cabd73287a	fix(lint): S1 ruff fallout — collapse double blank after import block (I001) + strip W293 in test_suggestions_bulk ... Removing the create_app import left 2 blank lines before pytestmark in 9 files where ruff isort wants 1. Also stripped two pre-existing whitespace-only blank lines surfaced by the file change. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>	2026-05-28 12:43:08 -04:00
bvandeusenandClaude Opus 4.7	def967a1a8	refactor(dry-S1): hoist app/client test fixtures into conftest ... Removed the app/client fixtures duplicated across 36 test files (two variants: separate app + client(app), and a self-contained client() that called create_app inline) and the now-unused create_app imports. Both fixtures now live once in conftest.py. test_suggestions_bulk keeps its import (builds the app inline in two tests); test_health drops its local client + unused pytest_asyncio. Net -415 lines. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>	2026-05-28 11:33:05 -04:00
bvandeusenandClaude Opus 4.7	f946918cd2	feat(bulk): SuggestionService.for_selection consensus + POST /api/suggestions/bulk ... Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>	2026-05-16 18:03:16 -04:00