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>

app/api/v1/artists.py

@@ -1,14 +1,20 @@
 """Artist endpoints."""
 
 import uuid
-from typing import Any
 
 from fastapi import APIRouter, Query
 
-from app.api.deps import AlbumRepoDep, ArtistRepoDep, CurrentUser, TrackRepoDep
+from app.api.deps import (
+    AlbumRepoDep,
+    ArtistRepoDep,
+    CurrentUser,
+    RecommendationServiceDep,
+    TrackRepoDep,
+)
 from app.api.schemas.album import AlbumOut
 from app.api.schemas.artist import ArtistOut
 from app.api.schemas.pagination import PagedResponse
+from app.api.schemas.radio import SimilarArtistsOut
 from app.api.schemas.track import TrackOut
 from app.api.v1.albums import _build_album_out
 from app.api.v1.tracks import _build_track_out
@@ -124,4 +130,24 @@ async def get_artist_tracks(
 
 
 @router.get("/{artist_id}/similar")
-async def get_similar_artists(artist_id: uuid.UUID, _: CurrentUser) -> Any: ...
+async def get_similar_artists(
+    artist_id: uuid.UUID,
+    service: RecommendationServiceDep,
+    artist_repo: ArtistRepoDep,
+    _: CurrentUser,
+    limit: int = Query(20, ge=1, le=100),
+) -> SimilarArtistsOut:
+    """Artists similar to this one (§6.5). ML when configured, else a shared-
+    genre metadata heuristic."""
+    source, artists = await service.similar_artists(artist_id, limit=limit)
+    items = [
+        ArtistOut(
+            id=a.id,
+            name=a.name,
+            album_count=await artist_repo.album_count(a.id),
+            track_count=await artist_repo.track_count(a.id),
+            created_at=a.created_at,
+        )
+        for a in artists
+    ]
+    return SimilarArtistsOut(source=source, artists=items)

app/api/v1/radio.py

@@ -1,15 +1,83 @@
-"""Radio / continuous-mix endpoints. Degrades gracefully when ML service is down."""
+"""Radio / continuous-mix endpoints (§6.5).
 
-from typing import Any
+Stateless: the client passes the seed + already-queued ids and pulls more as the
+queue drains (offline-first infinite feed). Degrades gracefully when no ML
+service is configured — the recommendation service falls back to metadata.
+"""
 
 from fastapi import APIRouter
 
+from app.api.deps import (
+    AlbumRepoDep,
+    ArtistRepoDep,
+    CurrentUser,
+    RecommendationServiceDep,
+)
+from app.api.schemas.radio import RadioRequest, RadioResponse, RadioTrackOut
+from app.api.v1.tracks import _build_track_out
+from app.application.recommendation_service import RadioPick
+
 router = APIRouter(prefix="/radio", tags=["radio"])
 
 
+async def _to_response(
+    source: str,
+    picks: list[RadioPick],
+    artist_repo: ArtistRepoDep,
+    album_repo: AlbumRepoDep,
+) -> RadioResponse:
+    tracks = [p.track for p in picks]
+    artist_ids = list({t.artist_id for t in tracks})
+    album_ids = list({t.album_id for t in tracks if t.album_id is not None})
+    artists = {a.id: a for a in await artist_repo.get_many(artist_ids)}
+    albums = {a.id: a for a in await album_repo.get_many(album_ids)}
+    outs = await _build_track_out(tracks, artists, albums)
+    return RadioResponse(
+        source=source,
+        tracks=[
+            RadioTrackOut(track=out, reason=pick.reason)
+            for out, pick in zip(outs, picks, strict=True)
+        ],
+    )
+
+
+async def _run_radio(
+    body: RadioRequest,
+    user: CurrentUser,
+    service: RecommendationServiceDep,
+    artist_repo: ArtistRepoDep,
+    album_repo: AlbumRepoDep,
+) -> RadioResponse:
+    source, picks = await service.radio(
+        user_id=user.id,
+        seed_track_id=body.seed_track_id,
+        from_likes=body.from_likes,
+        exploration=body.exploration,
+        limit=body.count,
+        exclude_ids=body.exclude_ids,
+    )
+    return await _to_response(source, picks, artist_repo, album_repo)
+
+
 @router.post("")
-async def start_radio() -> Any: ...
+async def start_radio(
+    body: RadioRequest,
+    user: CurrentUser,
+    service: RecommendationServiceDep,
+    artist_repo: ArtistRepoDep,
+    album_repo: AlbumRepoDep,
+) -> RadioResponse:
+    """Start a radio from a seed track or the caller's likes."""
+    return await _run_radio(body, user, service, artist_repo, album_repo)
 
 
 @router.post("/next")
-async def next_radio_track() -> Any: ...
+async def next_radio_track(
+    body: RadioRequest,
+    user: CurrentUser,
+    service: RecommendationServiceDep,
+    artist_repo: ArtistRepoDep,
+    album_repo: AlbumRepoDep,
+) -> RadioResponse:
+    """Fetch more tracks as the radio queue drains (pass ``exclude_ids``)."""
+    return await _run_radio(body, user, service, artist_repo, album_repo)

app/api/v1/tracks.py

@@ -1,7 +1,7 @@
 """Track endpoints."""
 
 import uuid
-from typing import Annotated, Any
+from typing import Annotated
 
 from fastapi import APIRouter, Query, Response
 from fastapi.responses import StreamingResponse
@@ -14,6 +14,7 @@ from app.api.deps import (
     FileStorageDep,
     LyricsServiceDep,
     MetadataServiceDep,
+    RecommendationServiceDep,
     RemoteLibraryServiceDep,
     StreamUser,
     TrackRepoDep,
@@ -21,6 +22,7 @@ from app.api.deps import (
 from app.api.schemas.download import DownloadJobOut
 from app.api.schemas.lyrics import LyricsOut
 from app.api.schemas.pagination import PagedResponse
+from app.api.schemas.radio import SimilarTracksOut
 from app.api.schemas.track import (
     MaterializeResponse,
     MetadataApply,
@@ -221,7 +223,23 @@ async def delete_track(
 
 
 @router.get("/{track_id}/similar")
-async def get_similar_tracks(track_id: uuid.UUID, _: CurrentUser) -> Any: ...
+async def get_similar_tracks(
+    track_id: uuid.UUID,
+    service: RecommendationServiceDep,
+    artist_repo: ArtistRepoDep,
+    album_repo: AlbumRepoDep,
+    _: CurrentUser,
+    limit: Annotated[int, Query(ge=1, le=100)] = 20,
+) -> SimilarTracksOut:
+    """Tracks similar to this one (§6.5). Uses ML when configured, else a
+    genre/artist metadata heuristic."""
+    source, tracks = await service.similar_tracks(track_id, limit=limit)
+    artist_ids = list({t.artist_id for t in tracks})
+    album_ids = list({t.album_id for t in tracks if t.album_id is not None})
+    artists = {a.id: a for a in await artist_repo.get_many(artist_ids)}
+    albums = {a.id: a for a in await album_repo.get_many(album_ids)}
+    outs = await _build_track_out(tracks, artists, albums)
+    return SimilarTracksOut(source=source, tracks=outs)
 
 
 @router.post("/{track_id}/optimize", status_code=202)