Files
minstrel/internal/recommendation/suggestions_integration_test.go
T
bvandeusen 277898a49a feat(recommendation): SuggestArtists service for M5c
Add per-user artist-suggestion service ranking out-of-library MBIDs by
signal x similarity. Single-CTE SQL collects user likes (5x weight) and
recency-decayed plays, joins against artist_similarity_unmatched, and
filters in-library candidates plus non-terminal lidarr_requests. The
service resolves top-3 attribution seeds to artist names in a batched
GetArtistsByIDs call so the UI can render "because you liked X" reasons.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-01 06:20:02 -04:00

333 lines
10 KiB
Go

package recommendation
import (
"context"
"fmt"
"io"
"log/slog"
"os"
"testing"
"time"
"github.com/jackc/pgx/v5/pgtype"
"github.com/jackc/pgx/v5/pgxpool"
"git.fabledsword.com/bvandeusen/minstrel/internal/db"
"git.fabledsword.com/bvandeusen/minstrel/internal/db/dbq"
"git.fabledsword.com/bvandeusen/minstrel/internal/dbtest"
)
func newPool(t *testing.T) *pgxpool.Pool {
t.Helper()
if testing.Short() {
t.Skip("skipping integration test in -short mode")
}
dsn := os.Getenv("MINSTREL_TEST_DATABASE_URL")
if dsn == "" {
t.Skip("MINSTREL_TEST_DATABASE_URL not set")
}
if err := db.Migrate(dsn, slog.New(slog.NewTextHandler(io.Discard, nil))); err != nil {
t.Fatalf("migrate: %v", err)
}
pool, err := pgxpool.New(context.Background(), dsn)
if err != nil {
t.Fatalf("pool: %v", err)
}
t.Cleanup(pool.Close)
dbtest.ResetDB(t, pool)
return pool
}
func seedUser(t *testing.T, pool *pgxpool.Pool, name string) dbq.User {
t.Helper()
u, err := dbq.New(pool).CreateUser(context.Background(), dbq.CreateUserParams{
Username: dbtest.TestUserPrefix + name, PasswordHash: "x",
ApiToken: name + "-token", IsAdmin: false,
})
if err != nil {
t.Fatalf("seed user: %v", err)
}
return u
}
func seedArtist(t *testing.T, pool *pgxpool.Pool, name, mbid string) dbq.Artist {
t.Helper()
var mbidPtr *string
if mbid != "" {
mbidPtr = &mbid
}
a, err := dbq.New(pool).UpsertArtist(context.Background(), dbq.UpsertArtistParams{
Name: name, SortName: name, Mbid: mbidPtr,
})
if err != nil {
t.Fatalf("seed artist: %v", err)
}
return a
}
func seedAlbumForArtist(t *testing.T, pool *pgxpool.Pool, artistID pgtype.UUID, title string) dbq.Album {
t.Helper()
a, err := dbq.New(pool).UpsertAlbum(context.Background(), dbq.UpsertAlbumParams{
Title: title, SortTitle: title, ArtistID: artistID,
})
if err != nil {
t.Fatalf("seed album: %v", err)
}
return a
}
func seedTrackOnAlbum(t *testing.T, pool *pgxpool.Pool, albumID, artistID pgtype.UUID, title string) dbq.Track {
t.Helper()
tr, err := dbq.New(pool).UpsertTrack(context.Background(), dbq.UpsertTrackParams{
Title: title, AlbumID: albumID, ArtistID: artistID,
DurationMs: 1000, FilePath: "/tmp/m5c-" + title + ".mp3",
FileSize: 1, FileFormat: "mp3",
})
if err != nil {
t.Fatalf("seed track: %v", err)
}
return tr
}
func insertPlayEvent(t *testing.T, pool *pgxpool.Pool, userID, trackID pgtype.UUID, startedAt time.Time) {
t.Helper()
ctx := context.Background()
var sessionID pgtype.UUID
if err := pool.QueryRow(ctx,
`INSERT INTO play_sessions (user_id, started_at, last_event_at, client_id)
VALUES ($1, $2, $2, 'm5c-test') RETURNING id`,
userID, startedAt,
).Scan(&sessionID); err != nil {
t.Fatalf("insert play_session: %v", err)
}
if _, err := pool.Exec(ctx,
`INSERT INTO play_events (user_id, track_id, session_id, started_at, was_skipped)
VALUES ($1, $2, $3, $4, false)`,
userID, trackID, sessionID, startedAt,
); err != nil {
t.Fatalf("insert play_event: %v", err)
}
}
func likeArtist(t *testing.T, pool *pgxpool.Pool, userID, artistID pgtype.UUID) {
t.Helper()
if _, err := pool.Exec(context.Background(),
`INSERT INTO general_likes_artists (user_id, artist_id) VALUES ($1, $2) ON CONFLICT DO NOTHING`,
userID, artistID,
); err != nil {
t.Fatalf("like artist: %v", err)
}
}
func seedUnmatched(t *testing.T, pool *pgxpool.Pool, seedID pgtype.UUID, candMBID, candName string, score float64) {
t.Helper()
if err := dbq.New(pool).UpsertArtistSimilarityUnmatched(context.Background(), dbq.UpsertArtistSimilarityUnmatchedParams{
SeedArtistID: seedID,
CandidateMbid: candMBID,
CandidateName: candName,
Score: score,
Source: "listenbrainz",
}); err != nil {
t.Fatalf("seed unmatched: %v", err)
}
}
func TestSuggestArtists_LikesAndPlaysContributeToScore(t *testing.T) {
pool := newPool(t)
user := seedUser(t, pool, "alice")
seedA := seedArtist(t, pool, "Seed Liked", "")
seedB := seedArtist(t, pool, "Seed Played", "")
likeArtist(t, pool, user.ID, seedA.ID)
seedBAlbum := seedAlbumForArtist(t, pool, seedB.ID, "Album B")
seedBTrack := seedTrackOnAlbum(t, pool, seedBAlbum.ID, seedB.ID, "Track B")
insertPlayEvent(t, pool, user.ID, seedBTrack.ID, time.Now().Add(-1*time.Hour))
seedUnmatched(t, pool, seedA.ID, "out-mbid", "Outsider", 0.9)
seedUnmatched(t, pool, seedB.ID, "out-mbid", "Outsider", 0.5)
out, err := SuggestArtists(context.Background(), pool, user.ID, 30, 12)
if err != nil {
t.Fatalf("SuggestArtists: %v", err)
}
if len(out) != 1 {
t.Fatalf("len = %d, want 1", len(out))
}
s := out[0]
if s.MBID != "out-mbid" || s.Name != "Outsider" {
t.Errorf("got = %+v", s)
}
if s.Score <= 0 {
t.Errorf("score = %v, want > 0", s.Score)
}
if len(s.Attribution) != 2 {
t.Errorf("attribution len = %d, want 2", len(s.Attribution))
}
}
func TestSuggestArtists_Top12Cap(t *testing.T) {
pool := newPool(t)
user := seedUser(t, pool, "alice")
seed := seedArtist(t, pool, "Seed", "")
likeArtist(t, pool, user.ID, seed.ID)
for i := 0; i < 30; i++ {
seedUnmatched(t, pool, seed.ID, fmt.Sprintf("mbid-%02d", i), fmt.Sprintf("Artist %02d", i), 0.99-float64(i)*0.01)
}
out, err := SuggestArtists(context.Background(), pool, user.ID, 30, 12)
if err != nil {
t.Fatalf("SuggestArtists: %v", err)
}
if len(out) != 12 {
t.Errorf("len = %d, want 12", len(out))
}
if out[0].MBID != "mbid-00" {
t.Errorf("first = %s, want mbid-00 (highest score)", out[0].MBID)
}
}
func TestSuggestArtists_AttributionTopThree(t *testing.T) {
pool := newPool(t)
user := seedUser(t, pool, "alice")
seeds := make([]dbq.Artist, 5)
for i := 0; i < 5; i++ {
seeds[i] = seedArtist(t, pool, fmt.Sprintf("Seed %d", i), "")
likeArtist(t, pool, user.ID, seeds[i].ID)
seedUnmatched(t, pool, seeds[i].ID, "shared-mbid", "Shared", 0.9-float64(i)*0.1)
}
out, err := SuggestArtists(context.Background(), pool, user.ID, 30, 12)
if err != nil {
t.Fatalf("SuggestArtists: %v", err)
}
if len(out) != 1 {
t.Fatalf("len = %d, want 1 (shared candidate)", len(out))
}
if got := len(out[0].Attribution); got != 3 {
t.Errorf("attribution len = %d, want 3", got)
}
if out[0].Attribution[0].Name != "Seed 0" {
t.Errorf("top attribution = %q, want Seed 0", out[0].Attribution[0].Name)
}
}
func TestSuggestArtists_RecencyDecayDownweightsOldPlays(t *testing.T) {
pool := newPool(t)
user := seedUser(t, pool, "alice")
recentSeed := seedArtist(t, pool, "Recent", "")
oldSeed := seedArtist(t, pool, "Old", "")
rAlbum := seedAlbumForArtist(t, pool, recentSeed.ID, "Recent Album")
rTrack := seedTrackOnAlbum(t, pool, rAlbum.ID, recentSeed.ID, "Recent Track")
insertPlayEvent(t, pool, user.ID, rTrack.ID, time.Now().Add(-1*24*time.Hour))
oAlbum := seedAlbumForArtist(t, pool, oldSeed.ID, "Old Album")
oTrack := seedTrackOnAlbum(t, pool, oAlbum.ID, oldSeed.ID, "Old Track")
insertPlayEvent(t, pool, user.ID, oTrack.ID, time.Now().Add(-90*24*time.Hour))
seedUnmatched(t, pool, recentSeed.ID, "cand", "Cand", 0.5)
seedUnmatched(t, pool, oldSeed.ID, "cand", "Cand", 0.5)
out, err := SuggestArtists(context.Background(), pool, user.ID, 30, 12)
if err != nil {
t.Fatalf("SuggestArtists: %v", err)
}
if len(out) != 1 {
t.Fatalf("len = %d, want 1", len(out))
}
if len(out[0].Attribution) != 2 {
t.Fatalf("attribution len = %d, want 2", len(out[0].Attribution))
}
if out[0].Attribution[0].Name != "Recent" {
t.Errorf("top attribution = %q, want Recent", out[0].Attribution[0].Name)
}
if out[0].Attribution[0].Contribution <= out[0].Attribution[1].Contribution {
t.Errorf("recent contribution (%v) should exceed old (%v)",
out[0].Attribution[0].Contribution, out[0].Attribution[1].Contribution)
}
}
func TestSuggestArtists_FiltersInLibraryCandidates(t *testing.T) {
pool := newPool(t)
user := seedUser(t, pool, "alice")
seed := seedArtist(t, pool, "Seed", "")
likeArtist(t, pool, user.ID, seed.ID)
inLibMBID := "in-lib-mbid"
seedArtist(t, pool, "InLib", inLibMBID)
seedUnmatched(t, pool, seed.ID, inLibMBID, "InLib", 0.9)
out, err := SuggestArtists(context.Background(), pool, user.ID, 30, 12)
if err != nil {
t.Fatalf("SuggestArtists: %v", err)
}
if len(out) != 0 {
t.Errorf("len = %d, want 0 (in-library candidate should be filtered)", len(out))
}
}
func TestSuggestArtists_FiltersAlreadyRequested(t *testing.T) {
pool := newPool(t)
user := seedUser(t, pool, "alice")
seed := seedArtist(t, pool, "Seed", "")
likeArtist(t, pool, user.ID, seed.ID)
seedUnmatched(t, pool, seed.ID, "req-mbid", "Pending Request", 0.9)
if _, err := dbq.New(pool).CreateLidarrRequest(context.Background(), dbq.CreateLidarrRequestParams{
UserID: user.ID,
Kind: dbq.LidarrRequestKindArtist,
LidarrArtistMbid: "req-mbid",
ArtistName: "Pending Request",
}); err != nil {
t.Fatalf("CreateLidarrRequest: %v", err)
}
out, err := SuggestArtists(context.Background(), pool, user.ID, 30, 12)
if err != nil {
t.Fatalf("SuggestArtists: %v", err)
}
if len(out) != 0 {
t.Errorf("len = %d, want 0 (pending request should hide candidate)", len(out))
}
}
func TestSuggestArtists_RejectedRequestStillShown(t *testing.T) {
pool := newPool(t)
user := seedUser(t, pool, "alice")
seed := seedArtist(t, pool, "Seed", "")
likeArtist(t, pool, user.ID, seed.ID)
seedUnmatched(t, pool, seed.ID, "rej-mbid", "Rejected Once", 0.9)
req, err := dbq.New(pool).CreateLidarrRequest(context.Background(), dbq.CreateLidarrRequestParams{
UserID: user.ID,
Kind: dbq.LidarrRequestKindArtist,
LidarrArtistMbid: "rej-mbid",
ArtistName: "Rejected Once",
})
if err != nil {
t.Fatalf("CreateLidarrRequest: %v", err)
}
rejNotes := "wrong artist"
if _, err := dbq.New(pool).RejectLidarrRequest(context.Background(), dbq.RejectLidarrRequestParams{
ID: req.ID, Notes: &rejNotes, DecidedBy: user.ID,
}); err != nil {
t.Fatalf("RejectLidarrRequest: %v", err)
}
out, err := SuggestArtists(context.Background(), pool, user.ID, 30, 12)
if err != nil {
t.Fatalf("SuggestArtists: %v", err)
}
if len(out) != 1 {
t.Errorf("len = %d, want 1 (rejected requests don't hide the candidate)", len(out))
}
}
func TestSuggestArtists_EmptyForNewUser(t *testing.T) {
pool := newPool(t)
user := seedUser(t, pool, "newbie")
out, err := SuggestArtists(context.Background(), pool, user.ID, 30, 12)
if err != nil {
t.Fatalf("SuggestArtists: %v", err)
}
if len(out) != 0 {
t.Errorf("len = %d, want 0 (new user has no signal)", len(out))
}
}