feat(reco): radio + similar with metadata fallback (§6.5)
POST /radio + /radio/next (stateless infinite feed: seed track / from-likes,
exploration mix, client-passed exclude_ids) and GET /tracks|artists/{id}/similar,
replacing the stubs. Recommender port abstracts the (future) ML service —
NullRecommender is wired now so RecommendationService always uses its metadata
heuristics (genre/artist similarity, random exploration filler), never a hard ML
dependency. Adds TrackRepository.list_similar/sample_playable + Artist.list_similar,
reason codes for the client, RemoteRecommender skeleton (TODO: ML contract).
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
This commit is contained in:
@@ -3,7 +3,7 @@
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import datetime as dt
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import uuid
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from sqlalchemy import func, select
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from sqlalchemy import case, func, or_, select
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from sqlalchemy.ext.asyncio import AsyncSession
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from app.domain.entities.storage import FormatBreakdown, LibraryStats
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@@ -136,6 +136,42 @@ class SqlAlchemyTrackRepository:
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).all()
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return [(row.genre, row.cnt) for row in rows]
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async def list_similar(
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self,
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*,
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genre: str | None,
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artist_id: uuid.UUID,
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exclude_ids: list[uuid.UUID],
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limit: int,
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) -> list[Track]:
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# Rank a same-genre hit above a same-artist hit; shuffle within a tier so
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# the mix varies. Only playable (locally-stored) tracks are candidates.
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if genre is not None:
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match = or_(TrackModel.genre == genre, TrackModel.artist_id == artist_id)
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score = case((TrackModel.genre == genre, 2), else_=0) + case(
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(TrackModel.artist_id == artist_id, 1), else_=0
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)
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else:
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match = TrackModel.artist_id == artist_id
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score = case((TrackModel.artist_id == artist_id, 1), else_=0)
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stmt = select(TrackModel).where(TrackModel.storage_uri.is_not(None), match)
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if exclude_ids:
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stmt = stmt.where(TrackModel.id.not_in(exclude_ids))
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stmt = stmt.order_by(score.desc(), func.random()).limit(limit)
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rows = (await self._session.execute(stmt)).scalars().all()
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return [_to_entity(r) for r in rows]
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async def sample_playable(
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self, *, exclude_ids: list[uuid.UUID], limit: int
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) -> list[Track]:
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stmt = select(TrackModel).where(TrackModel.storage_uri.is_not(None))
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if exclude_ids:
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stmt = stmt.where(TrackModel.id.not_in(exclude_ids))
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stmt = stmt.order_by(func.random()).limit(limit)
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rows = (await self._session.execute(stmt)).scalars().all()
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return [_to_entity(r) for r in rows]
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async def library_stats(self) -> LibraryStats:
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"""One-shot aggregate over the whole catalogue (no pagination). Defined
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before ``list`` for the same shadowing reason as ``genres``."""
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