soulsync/core/discovery
BoulderBadgeDad 9ad5188610 #913: listening-driven recommendation core (pure, tested)
New, fully-additive module — the heart of the 'expand Because You Listen To into a real
listening-driven block' plan. Two pure functions, no DB/network/config:

- rank_recommended_artists(seeds, similars_by_seed, owned): consensus-ranked artists you'd love
  but don't own. Score = Σ over endorsing seeds of (play_weight × similarity) — rewards consensus,
  play weight and similarity strength in one sum. Excludes owned + seeds; min_seed_count is the
  adventurousness dial's lever; exposes seed_count + which seeds ('because you like A, B, C').
- aggregate_candidate_tracks(recs, top_tracks_by_artist, owned): per-artist-capped, deduped,
  rank-ordered candidate list for the generated playlist; exclude_owned toggles discovery vs replay.

11 tests (consensus vs single, play-weight, similarity, owned/seed exclusion, min_seed_count,
case-insensitive dedup, per-artist cap, owned exclusion, total limit, empty-artist skip). Nothing
existing touched — wiring into the watchlist scan + playlist sync comes next.
2026-06-23 22:47:43 -07:00
..
__init__.py PR5a: lift _run_sync_task to core/discovery/sync.py 2026-04-28 11:20:47 -07:00
beatport.py PR5f: lift _run_beatport_discovery_worker to core/discovery/beatport.py 2026-04-28 15:36:15 -07:00
deezer.py PR5d: lift _run_deezer_discovery_worker to core/discovery/deezer.py 2026-04-28 12:45:18 -07:00
endpoints.py #702: make mirrored-playlist cancel/reset/delete idempotent (un-wedge LB weekly sync) 2026-06-11 12:55:55 -07:00
hero.py Add MusicBrainz as a metadata source 2026-05-18 18:47:13 -07:00
listenbrainz.py PR5g: lift _run_listenbrainz_discovery_worker to core/discovery/listenbrainz.py 2026-04-28 16:09:02 -07:00
listening_recommendations.py #913: listening-driven recommendation core (pure, tested) 2026-06-23 22:47:43 -07:00
manual_match.py #799: stop mirrored discovery from reverting a manual fix to Wing It 2026-06-05 11:07:32 -07:00
matching.py Fold provider-matching into PlaylistSource contract (Phase 1b) 2026-05-26 13:07:01 -07:00
playlist.py #799: stop mirrored discovery from reverting a manual fix to Wing It 2026-06-05 11:07:32 -07:00
qobuz.py Add Qobuz playlist sync to Sync page (#677) 2026-05-23 23:27:36 -07:00
quality_scanner.py Remove old auto-acting Quality Scanner tool (replaced by Quality Upgrade Finder job) 2026-06-13 12:14:45 -07:00
scoring.py Lift discovery scoring + tidal-track search to core/discovery/scoring.py 2026-04-30 09:08:47 -07:00
spotify_public.py Add iTunes / Apple Music link import tab on Sync page 2026-05-25 22:32:18 -07:00
sync.py Playlist sync: honor the DURABLE manual match, not just the volatile cache 2026-06-21 18:15:20 -07:00
tidal.py Lift _run_tidal_discovery_worker to core/discovery/tidal.py 2026-04-28 23:02:24 -07:00
youtube.py #909: backfill the YT-artist column from a confident match instead of 'Unknown Artist' 2026-06-23 11:54:55 -07:00