bvandeusen
6e3c5f697f
Slice 1 of milestone #114 (tagging v2). Proves the frozen-embedding + trained- head spine on the operator's own data, reusing the SigLIP embeddings already stored on image_record — no re-embedding, no GPU. Per concept: train a logistic-regression HEAD (positives + negatives = explicit rejections + sampled unlabeled) vs the old single-CENTROID baseline; report cross-validated precision/recall/AP for both, a LEARNING CURVE (AP/F1 as tagged positives grow 10→30→100→300), and example image ids (head-would-suggest / head-doubts-positive) to eyeball. Persisted so the report SURVIVES navigation (operator-flagged): the run + full report live in a new tag_eval_run row (mirrors library_audit_run); the admin card will rehydrate from GET on mount, not transient state. - models.TagEvalRun + migration 0056; runs on the ml queue (only worker with numpy/sklearn) — numpy/sklearn lazy-imported so the API can still enqueue. - services/ml/tag_eval (compute + start helper, one-running guard), tasks.ml .tag_eval_run, api/tag-eval (POST create, GET history light / detail w/ report). - recover_stalled_tag_eval_runs sweep + retention (keep last 20) + 5-min beat (rule 89). scikit-learn added to requirements-ml. - tests: param normalization + the rehydrate read-path + create/conflict. Frontend admin card (trigger + render persisted report) follows next. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
70 lines
2.0 KiB
Python
70 lines
2.0 KiB
Python
"""API blueprint registration.
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This module is imported by the Quart app factory; it just exposes the
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top-level `api_bp` for backward compatibility with FC-1's health route,
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and ALL_BLUEPRINTS for the factory to register sibling blueprints.
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"""
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from quart import Blueprint
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from . import health
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api_bp = Blueprint("api", __name__, url_prefix="/api")
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api_bp.add_url_rule("/health", view_func=health.get_health, methods=["GET"])
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def all_blueprints() -> list[Blueprint]:
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from .admin import admin_bp
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from .aliases import aliases_bp
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from .allowlist import allowlist_bp
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from .artist import artist_bp
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from .artists import artists_bp
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from .attachments import attachments_bp
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from .cleanup import cleanup_bp
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from .credentials import credentials_bp
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from .downloads import downloads_bp
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from .extension import extension_bp
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from .gallery import gallery_bp
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from .import_admin import import_admin_bp
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from .ml_admin import ml_admin_bp
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from .platforms import platforms_bp
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from .posts import posts_bp
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from .provenance import provenance_bp
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from .settings import settings_bp
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from .showcase import showcase_bp
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from .sources import sources_bp
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from .suggestions import suggestions_bp
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from .system_activity import system_activity_bp
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from .system_backup import system_backup_bp
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from .tag_eval import tag_eval_bp
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from .tags import tags_bp
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from .thumbnails import thumbnails_bp
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return [
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api_bp,
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attachments_bp,
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gallery_bp,
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provenance_bp,
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tags_bp,
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artist_bp,
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artists_bp,
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showcase_bp,
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settings_bp,
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system_activity_bp,
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system_backup_bp,
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admin_bp,
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cleanup_bp,
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import_admin_bp,
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suggestions_bp,
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allowlist_bp,
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aliases_bp,
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tag_eval_bp,
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ml_admin_bp,
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thumbnails_bp,
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sources_bp,
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platforms_bp,
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posts_bp,
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credentials_bp,
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extension_bp,
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downloads_bp,
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]
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