Commit Graph

8 Commits

Author SHA1 Message Date
bvandeusen 49871ba06d feat(recommendation): extend Score with ContextualMatchScore + ContextWeight 2026-04-27 20:31:54 -04:00
bvandeusen 347884bc2b feat(recommendation): add ContextualMatchScore (max over non-seed likes) 2026-04-27 20:20:53 -04:00
bvandeusen a7211aacff feat(recommendation): add pure Similarity function with weighted Jaccard 2026-04-27 20:04:35 -04:00
bvandeusen 627b7d1be5 feat(recommendation): add BuildSessionVector pure function
Pure aggregation per spec §6: Seed flag (true when prior < 3),
deduplicated Artists ordered by first appearance, Tags bag-of-counts
from tracks.genre (empty genres skipped), RecentTrackIDs preserving
input order. JSON round-trip verified.
2026-04-27 11:17:11 -04:00
bvandeusen d43d8df6d5 feat(db): add session-vector capture queries; LikeTrack returns row count
ListRecentSessionTracks + UpdatePlayEventVector for the vector capture
path inside RecordPlayStarted. LikeTrack switches to :execrows so the
contextual-likes capture can detect insert vs already-exists. Existing
callers updated to ignore the count for now; later tasks consume it.
2026-04-27 11:16:05 -04:00
bvandeusen b513c91520 feat(recommendation): add LoadCandidates DB-backed loader
Wraps the LoadRadioCandidates sqlc query, projects rows to
[]Candidate. Live-DB tests verify seed exclusion, recently-played
exclusion, stat-join correctness (likes + plays + skips +
last_played_at), and cross-user isolation.
2026-04-27 08:03:20 -04:00
bvandeusen 8c3d06c0a1 feat(recommendation): add Shuffle orchestrator
Composes Score over a candidate slice, sorts descending, truncates.
Pure — no IO. Liked-rank-higher and high-skip-ranks-last behaviors
are stable across RNG seeds (jitter band is smaller than LikeBoost
and SkipPenalty).
2026-04-27 07:39:16 -04:00
bvandeusen 546234187f feat(recommendation): add pure Score function with recency + skip + jitter
Implements spec §6 weighted-shuffle scoring without the
contextual_match_score term (sub-plan #3 adds it). Pure Go, no DB
dependency; injectable RNG for deterministic tests. Coverage 100%
on score.go via the boundary tests.
2026-04-27 07:38:07 -04:00