feat(admin): prune_low_confidence_predictions backfill task + UI (#764)
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The one-time backfill that actually shrinks the DB: drops stored
tagger_predictions entries below ml_settings.tagger_store_floor from every
image_record row, and clamps any allowlist min_confidence below the floor up
to it. Keep predicate (confidence >= floor) mirrors Tagger.infer's store gate
so backfilled rows match new imports. Keyset by id ASC, idempotent,
self-resumes on the soft time limit; runs on the maintenance_long lane.

pg_dump copies live data only, so this alone fixes the #739 backup timeout —
the reclaim (VACUUM FULL / pg_repack on image_record) is a separate, optional
disk-return step, brief because post-prune the live data is tiny.

- admin.prune_low_confidence_predictions_task + POST /api/admin/maintenance/prune-predictions
- PrunePredictionsCard in the Maintenance panel (shows the current floor)
- tests: registration + prune-keeps->=floor/drops-<floor + allowlist clamp

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
This commit is contained in:
2026-06-10 13:57:39 -04:00
parent c8b815afe6
commit d55e52ae9b
5 changed files with 230 additions and 0 deletions
@@ -12,6 +12,7 @@
<ThumbnailBackfillCard />
</div>
<MLThresholdSliders class="mt-4" />
<PrunePredictionsCard class="mt-4" />
<AllowlistTable class="mt-4" />
<AliasTable class="mt-4" />
<DbMaintenanceCard class="mt-6" />
@@ -31,6 +32,7 @@ import MLBackfillCard from './MLBackfillCard.vue'
import CentroidRecomputeCard from './CentroidRecomputeCard.vue'
import ThumbnailBackfillCard from './ThumbnailBackfillCard.vue'
import MLThresholdSliders from './MLThresholdSliders.vue'
import PrunePredictionsCard from './PrunePredictionsCard.vue'
import AllowlistTable from './AllowlistTable.vue'
import AliasTable from './AliasTable.vue'
import DbMaintenanceCard from './DbMaintenanceCard.vue'