feat(ml): drop image_record.tagger_predictions — image_prediction is sole store (#768 step 3)
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Read cutover verified in prod (suggestions + allowlist read image_prediction;
backfill complete at 908k rows / 51k images). Removes the old JSON column and
everything that fed it:

- ImageRecord.tagger_predictions column removed; migration 0046 DROPs it.
  tagger_model_version kept as the "tagged / current?" signal the backfill
  sweep reads (needs-tagging check switched to tagger_model_version IS NULL).
- tag_and_embed no longer dual-writes the JSON — image_prediction is the only
  write path.
- importer re-import reset drops the JSON line (image_prediction rows are
  already deleted on re-import).
- Retired the one-time #768 backfill task + the #764 prune task, their admin
  endpoints, and their Maintenance cards (Backfill/PrunePredictionsCard).
- Tests seed/assert via image_prediction; stale column refs removed.

Disk reclaim is NOT automatic: DROP COLUMN is a catalog change. Run
`VACUUM FULL image_record` off-hours afterward to return the ~100 GB to the OS
so DB backups go small (#739). image_prediction (~90 MB) stays in pg_dump — it's
the source of truth now.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
This commit is contained in:
2026-06-11 18:52:33 -04:00
parent 65211a3f2f
commit 3610ba495f
17 changed files with 74 additions and 445 deletions
@@ -12,8 +12,6 @@
<ThumbnailBackfillCard />
</div>
<MLThresholdSliders class="mt-4" />
<BackfillPredictionsCard class="mt-4" />
<PrunePredictionsCard class="mt-4" />
<AllowlistTable class="mt-4" />
<AliasTable class="mt-4" />
<DbMaintenanceCard class="mt-6" />
@@ -33,8 +31,6 @@ import MLBackfillCard from './MLBackfillCard.vue'
import CentroidRecomputeCard from './CentroidRecomputeCard.vue'
import ThumbnailBackfillCard from './ThumbnailBackfillCard.vue'
import MLThresholdSliders from './MLThresholdSliders.vue'
import BackfillPredictionsCard from './BackfillPredictionsCard.vue'
import PrunePredictionsCard from './PrunePredictionsCard.vue'
import AllowlistTable from './AllowlistTable.vue'
import AliasTable from './AliasTable.vue'
import DbMaintenanceCard from './DbMaintenanceCard.vue'