Files
minstrel/internal/api/radio.go
T
bvandeusen 284271c190 feat(api): radio handler reads current session vector + threads ContextWeight
Wire contextual scoring end-to-end: add ContextWeight to RecommendationConfig
(struct + Default()), fetch the user's current session vector in handleRadio
via loadCurrentSessionVector (cold-start returns Seed sentinel), and pass it
as the 6th arg to LoadCandidates so ContextualMatchScore flows into Shuffle.
2026-04-27 20:55:25 -04:00

144 lines
4.9 KiB
Go

package api
import (
"encoding/json"
"errors"
"log/slog"
"net/http"
"strconv"
"strings"
"time"
"github.com/jackc/pgx/v5"
"github.com/jackc/pgx/v5/pgtype"
"git.fabledsword.com/bvandeusen/minstrel/internal/auth"
"git.fabledsword.com/bvandeusen/minstrel/internal/db/dbq"
"git.fabledsword.com/bvandeusen/minstrel/internal/recommendation"
)
// RadioResponse is the body of GET /api/radio.
type RadioResponse struct {
Tracks []TrackRef `json:"tracks"`
}
// handleRadio implements GET /api/radio?seed_track=<uuid>&limit=<int>.
//
// Returns the seed at index 0, followed by up to limit-1 weighted-shuffle
// picks from the user's library, scored by recommendation.Score. The
// scoring formula folds in contextual_match_score using the user's current
// session vector (read from the most recent open play_event).
func (h *handlers) handleRadio(w http.ResponseWriter, r *http.Request) {
user, ok := auth.UserFromContext(r.Context())
if !ok {
writeErr(w, http.StatusUnauthorized, "unauthorized", "authentication required")
return
}
raw := strings.TrimSpace(r.URL.Query().Get("seed_track"))
if raw == "" {
writeErr(w, http.StatusBadRequest, "bad_request", "seed_track is required")
return
}
seedID, ok := parseUUID(raw)
if !ok {
writeErr(w, http.StatusBadRequest, "bad_request", "invalid seed_track id")
return
}
limit := h.recCfg.RadioSize
if v := r.URL.Query().Get("limit"); v != "" {
n, err := strconv.Atoi(v)
if err != nil || n < 1 {
writeErr(w, http.StatusBadRequest, "bad_request", "invalid limit")
return
}
limit = n
}
if limit > h.recCfg.RadioSizeMax {
limit = h.recCfg.RadioSizeMax
}
q := dbq.New(h.pool)
track, err := q.GetTrackByID(r.Context(), seedID)
if err != nil {
if errors.Is(err, pgx.ErrNoRows) {
writeErr(w, http.StatusNotFound, "not_found", "seed_track not found")
return
}
h.logger.Error("api: get radio seed track failed", "err", err)
writeErr(w, http.StatusInternalServerError, "server_error", "lookup failed")
return
}
album, err := q.GetAlbumByID(r.Context(), track.AlbumID)
if err != nil {
h.logger.Error("api: get radio seed album failed", "err", err)
writeErr(w, http.StatusInternalServerError, "server_error", "lookup failed")
return
}
artist, err := q.GetArtistByID(r.Context(), track.ArtistID)
if err != nil {
h.logger.Error("api: get radio seed artist failed", "err", err)
writeErr(w, http.StatusInternalServerError, "server_error", "lookup failed")
return
}
currentVec := loadCurrentSessionVector(r, q, user.ID, h.logger)
candidates, err := recommendation.LoadCandidates(r.Context(), q, user.ID, seedID, h.recCfg.RecentlyPlayedHours, currentVec)
if err != nil {
h.logger.Error("api: radio: load candidates", "err", err)
writeErr(w, http.StatusInternalServerError, "server_error", "candidate load failed")
return
}
weights := recommendation.ScoringWeights{
BaseWeight: h.recCfg.BaseWeight,
LikeBoost: h.recCfg.LikeBoost,
RecencyWeight: h.recCfg.RecencyWeight,
SkipPenalty: h.recCfg.SkipPenalty,
JitterMagnitude: h.recCfg.JitterMagnitude,
ContextWeight: h.recCfg.ContextWeight,
}
picks := recommendation.Shuffle(candidates, weights, time.Now().UTC(), h.rng, limit-1)
out := make([]TrackRef, 0, len(picks)+1)
out = append(out, trackRefFrom(track, album.Title, artist.Name))
for _, p := range picks {
al, err := q.GetAlbumByID(r.Context(), p.Track.AlbumID)
if err != nil {
h.logger.Error("api: radio: resolve album", "err", err)
writeErr(w, http.StatusInternalServerError, "server_error", "resolve failed")
return
}
ar, err := q.GetArtistByID(r.Context(), p.Track.ArtistID)
if err != nil {
h.logger.Error("api: radio: resolve artist", "err", err)
writeErr(w, http.StatusInternalServerError, "server_error", "resolve failed")
return
}
out = append(out, trackRefFrom(p.Track, al.Title, ar.Name))
}
writeJSON(w, http.StatusOK, RadioResponse{Tracks: out})
}
// loadCurrentSessionVector returns the user's most recent active session
// vector, or a Seed=true sentinel if none exists / the column is NULL /
// the JSON fails to unmarshal. Sentinel short-circuits ContextualMatchScore
// to 0 so the contextual term contributes nothing in cold-start cases.
func loadCurrentSessionVector(r *http.Request, q *dbq.Queries, userID pgtype.UUID, logger *slog.Logger) recommendation.SessionVector {
raw, err := q.GetCurrentSessionVectorForUser(r.Context(), userID)
if err != nil {
// pgx.ErrNoRows is the common path: no active session yet.
if !errors.Is(err, pgx.ErrNoRows) {
logger.Warn("api: radio: load current session vector", "err", err)
}
return recommendation.SessionVector{Seed: true}
}
if len(raw) == 0 {
return recommendation.SessionVector{Seed: true}
}
var v recommendation.SessionVector
if jerr := json.Unmarshal(raw, &v); jerr != nil {
logger.Warn("api: radio: bad session_vector_at_play json", "err", jerr)
return recommendation.SessionVector{Seed: true}
}
return v
}