dr-sandbox/flows
Michael Pilosov b744c48348 stems: fold generator_kwargs into the hash; fix swiss_roll vs hole ambiguity
- run_args_hash now covers (embed_args, generator_kwargs). When gen_kwargs
  is empty we still hash embed_args alone — so plain generators (s_curve,
  plain swiss_roll) keep their stems and no existing plain-gen figs need
  renaming. Kwargs-bearing variants (swiss_roll_hole, blobs,
  gaussian_quantiles, classification) now disambiguate properly.
- Flow persists generator_kwargs into metrics.json meta AND into the
  frames.json sidecar meta, so the label-enrichment path can find it
  without another lookup.
- _enrich_with_labels discovers gen_kwargs in priority: payload meta -->
  sibling metrics.json --> DATASET_META first-match. It matches the
  DATASET_META entry by (path, kwargs) so swiss_roll_hole is no longer
  confused for plain swiss_roll.
- _cached_frames overrides meta.stem with the URL-requested stem before
  enrichment — after a backfill rename the sidecar's baked-in stem is
  stale, and we were then failing to find the sibling metrics.json.
- Submit duplicate-check uses the new hash and keeps the hashless-legacy
  check as a safety net.
- backfill_hashes.py rewritten: queries Prefect for each recent run's
  full params, finds the matching fig under any of (current, legacy,
  hashless) names, renames to the current scheme and patches
  generator_kwargs into metrics.json.
2026-04-22 16:30:42 -06:00
..
embedding_flow.py stems: fold generator_kwargs into the hash; fix swiss_roll vs hole ambiguity 2026-04-22 16:30:42 -06:00
embedding_utils.py metrics stored (2x) 2026-04-21 20:41:17 -06:00