36786defd1
The taste roll-up surfaces top-similar albums/artists, which for a heavy listener are mostly ones they already play — so the read-time dedup (vs Most Played + Rediscover + Last Played) can strip the section down to a single tile (reported on the artists row). The code was sound; the section was just starved. Adds a read-time fallback: when a You-might-like row comes up short after dedup, top it up from the user's LIKED artists/albums — a far larger pool than the 12-entity similarity roll-up, so the same exclusions still leave plenty. Reuses the existing Rediscover-fallback queries (no new SQL), applies the same exclusions (already-shown + Rediscover + Most/Last Played) so it never duplicates a tile or suggests an actively-played entity, and is best-effort (a query error leaves the section as-is). Takes effect immediately — no rebuild. A cold-start user with no likes gets nothing from the fallback, so the new-user-empty behaviour is preserved (test still passes). Test: 20 liked artists, none played → Rediscover fills 10, You-might-like fallback fills the other 10, disjoint. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
330 lines
12 KiB
Go
330 lines
12 KiB
Go
package recommendation
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import (
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"context"
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"fmt"
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"testing"
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"time"
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"github.com/jackc/pgx/v5/pgtype"
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"git.fabledsword.com/bvandeusen/minstrel/internal/db/dbq"
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)
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// TestHomeData_YouMightLike_FallbackFillsFromLikedArtists: when the taste
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// roll-up is empty/thin (no you_might_like_artists rows here), the section
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// fills from the user's liked artists. Rediscover takes its share first; the
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// You-might-like fallback fills the rest disjointly so no artist is shown
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// twice. 20 liked artists, none played → Rediscover 10 + You-might-like 10.
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func TestHomeData_YouMightLike_FallbackFillsFromLikedArtists(t *testing.T) {
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pool := newPool(t)
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user := seedUser(t, pool, "home-yml-fallback")
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liked := make(map[pgtype.UUID]bool, 20)
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for i := 0; i < 20; i++ {
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a := seedArtist(t, pool, fmt.Sprintf("YmlArtist%02d", i), "")
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likeArtist(t, pool, user.ID, a.ID)
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liked[a.ID] = true
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}
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got, err := HomeData(context.Background(), pool, user.ID)
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if err != nil {
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t.Fatalf("HomeData: %v", err)
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}
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if len(got.YouMightLikeArtists) != HomeYouMightLikeLimit {
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t.Fatalf("you-might-like artists = %d, want %d (filled by fallback)",
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len(got.YouMightLikeArtists), HomeYouMightLikeLimit)
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}
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inRediscover := map[pgtype.UUID]bool{}
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for _, r := range got.RediscoverArtists {
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inRediscover[r.Artist.ID] = true
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}
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for _, r := range got.YouMightLikeArtists {
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if !liked[r.Artist.ID] {
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t.Errorf("you-might-like artist %s not from the liked pool", r.Artist.Name)
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}
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if inRediscover[r.Artist.ID] {
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t.Errorf("artist %s shown in both Rediscover and You-might-like", r.Artist.Name)
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}
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}
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}
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func TestHomeData_NewUser_AllSectionsEmpty(t *testing.T) {
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pool := newPool(t)
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user := seedUser(t, pool, "home-newuser")
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got, err := HomeData(context.Background(), pool, user.ID)
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if err != nil {
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t.Fatalf("HomeData: %v", err)
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}
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if got == nil {
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t.Fatal("HomeData returned nil payload")
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}
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if len(got.RecentlyAddedAlbums) != 0 {
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t.Errorf("RecentlyAddedAlbums len = %d, want 0", len(got.RecentlyAddedAlbums))
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}
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if len(got.RediscoverAlbums) != 0 {
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t.Errorf("RediscoverAlbums len = %d, want 0", len(got.RediscoverAlbums))
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}
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if len(got.RediscoverArtists) != 0 {
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t.Errorf("RediscoverArtists len = %d, want 0", len(got.RediscoverArtists))
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}
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if len(got.MostPlayedTracks) != 0 {
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t.Errorf("MostPlayedTracks len = %d, want 0", len(got.MostPlayedTracks))
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}
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if len(got.LastPlayedArtists) != 0 {
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t.Errorf("LastPlayedArtists len = %d, want 0", len(got.LastPlayedArtists))
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}
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}
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// Compile-time assert that pgtype.UUID is a valid map key — used by the
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// service when de-duping rediscover fallback rows. If this changes, the
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// service needs to switch to keying by string.
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var _ map[pgtype.UUID]struct{}
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func TestHomeData_RecentlyAdded_OrderedByCreatedAt(t *testing.T) {
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pool := newPool(t)
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user := seedUser(t, pool, "home-recents")
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a1 := seedArtist(t, pool, "ArtistA", "")
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// Three albums, oldest first — created_at increases naturally with each insert.
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al1 := seedAlbumForArtist(t, pool, a1.ID, "Older")
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al2 := seedAlbumForArtist(t, pool, a1.ID, "Middle")
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al3 := seedAlbumForArtist(t, pool, a1.ID, "Newest")
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got, err := HomeData(context.Background(), pool, user.ID)
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if err != nil {
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t.Fatalf("HomeData: %v", err)
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}
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if len(got.RecentlyAddedAlbums) != 3 {
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t.Fatalf("len = %d, want 3", len(got.RecentlyAddedAlbums))
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}
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if got.RecentlyAddedAlbums[0].Album.ID != al3.ID ||
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got.RecentlyAddedAlbums[1].Album.ID != al2.ID ||
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got.RecentlyAddedAlbums[2].Album.ID != al1.ID {
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t.Errorf("order = [%s, %s, %s], want newest→oldest",
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got.RecentlyAddedAlbums[0].Album.Title,
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got.RecentlyAddedAlbums[1].Album.Title,
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got.RecentlyAddedAlbums[2].Album.Title)
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}
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}
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func TestHomeData_MostPlayed_RanksByCount_HonorsQuarantine(t *testing.T) {
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pool := newPool(t)
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user := seedUser(t, pool, "home-mostplayed")
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artist := seedArtist(t, pool, "ArtistB", "")
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album := seedAlbumForArtist(t, pool, artist.ID, "AlbumB")
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tHigh := seedTrackOnAlbum(t, pool, album.ID, artist.ID, "High")
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tLow := seedTrackOnAlbum(t, pool, album.ID, artist.ID, "Low")
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tQuar := seedTrackOnAlbum(t, pool, album.ID, artist.ID, "Quarantined")
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now := time.Now()
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for i := 0; i < 3; i++ {
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insertPlayEvent(t, pool, user.ID, tHigh.ID, now.Add(-time.Duration(i)*time.Minute))
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}
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insertPlayEvent(t, pool, user.ID, tLow.ID, now)
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for i := 0; i < 5; i++ {
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insertPlayEvent(t, pool, user.ID, tQuar.ID, now)
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}
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if _, err := pool.Exec(context.Background(),
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`INSERT INTO lidarr_quarantine (user_id, track_id, reason) VALUES ($1, $2, 'bad_rip')`,
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user.ID, tQuar.ID,
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); err != nil {
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t.Fatalf("insert quarantine: %v", err)
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}
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got, err := HomeData(context.Background(), pool, user.ID)
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if err != nil {
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t.Fatalf("HomeData: %v", err)
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}
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if len(got.MostPlayedTracks) != 2 {
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t.Fatalf("len = %d, want 2 (quarantined excluded)", len(got.MostPlayedTracks))
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}
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if got.MostPlayedTracks[0].Track.ID != tHigh.ID || got.MostPlayedTracks[1].Track.ID != tLow.ID {
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t.Errorf("ranking wrong: got [%s, %s], want [High, Low]",
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got.MostPlayedTracks[0].Track.Title,
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got.MostPlayedTracks[1].Track.Title)
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}
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}
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func TestHomeData_RediscoverAlbums_FallbackWhenSparse(t *testing.T) {
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pool := newPool(t)
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user := seedUser(t, pool, "home-rediscover")
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artist := seedArtist(t, pool, "ArtistC", "")
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// Like one album NOW (won't satisfy >30d eligibility) — should still
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// surface via fallback because primary returns 0 rows.
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al := seedAlbumForArtist(t, pool, artist.ID, "RecentLike")
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if _, err := pool.Exec(context.Background(),
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`INSERT INTO general_likes_albums (user_id, album_id, liked_at) VALUES ($1, $2, now())`,
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user.ID, al.ID,
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); err != nil {
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t.Fatalf("insert like: %v", err)
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}
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got, err := HomeData(context.Background(), pool, user.ID)
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if err != nil {
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t.Fatalf("HomeData: %v", err)
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}
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if len(got.RediscoverAlbums) != 1 {
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t.Fatalf("len = %d, want 1 (from fallback)", len(got.RediscoverAlbums))
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}
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if got.RediscoverAlbums[0].Album.ID != al.ID {
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t.Errorf("got %s, want %s", got.RediscoverAlbums[0].Album.Title, al.Title)
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}
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}
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// TestHomeData_Rediscover_AlbumFromTrackLikes verifies the track-derived
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// path: 2+ liked tracks from an album (with the earliest like >30 days
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// ago) is enough for the album to appear in Rediscover, even with no
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// explicit general_likes_albums entry.
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func TestHomeData_Rediscover_AlbumFromTrackLikes(t *testing.T) {
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pool := newPool(t)
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user := seedUser(t, pool, "home-redis-tracklike")
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artist := seedArtist(t, pool, "ArtistTL", "")
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al := seedAlbumForArtist(t, pool, artist.ID, "TrackLiked")
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t1 := seedTrackOnAlbum(t, pool, al.ID, artist.ID, "T1")
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t2 := seedTrackOnAlbum(t, pool, al.ID, artist.ID, "T2")
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// Two track-likes, both >30 days old; no explicit album-like.
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if _, err := pool.Exec(context.Background(),
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`INSERT INTO general_likes (user_id, track_id, liked_at) VALUES
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($1, $2, now() - interval '60 days'),
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($1, $3, now() - interval '45 days')`,
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user.ID, t1.ID, t2.ID,
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); err != nil {
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t.Fatalf("insert track likes: %v", err)
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}
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got, err := HomeData(context.Background(), pool, user.ID)
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if err != nil {
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t.Fatalf("HomeData: %v", err)
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}
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if len(got.RediscoverAlbums) != 1 {
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t.Fatalf("len = %d, want 1 (track-derived)", len(got.RediscoverAlbums))
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}
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if got.RediscoverAlbums[0].Album.ID != al.ID {
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t.Errorf("got %s, want %s", got.RediscoverAlbums[0].Album.Title, al.Title)
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}
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}
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// TestHomeData_Rediscover_AlbumTrackLikeThreshold verifies that ONE
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// liked track from an album is not enough — threshold is 2 for the
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// track-derived path. The fallback should also miss this since no
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// album-like exists.
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func TestHomeData_Rediscover_AlbumTrackLikeThreshold(t *testing.T) {
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pool := newPool(t)
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user := seedUser(t, pool, "home-redis-threshold")
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artist := seedArtist(t, pool, "ArtistTh", "")
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al := seedAlbumForArtist(t, pool, artist.ID, "OneTrackLiked")
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t1 := seedTrackOnAlbum(t, pool, al.ID, artist.ID, "Solo")
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if _, err := pool.Exec(context.Background(),
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`INSERT INTO general_likes (user_id, track_id, liked_at) VALUES
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($1, $2, now() - interval '60 days')`,
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user.ID, t1.ID,
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); err != nil {
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t.Fatalf("insert track like: %v", err)
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}
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got, err := HomeData(context.Background(), pool, user.ID)
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if err != nil {
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t.Fatalf("HomeData: %v", err)
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}
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if len(got.RediscoverAlbums) != 0 {
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t.Errorf("len = %d, want 0 (below 2-track threshold)", len(got.RediscoverAlbums))
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}
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}
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// TestHomeData_Rediscover_DiversityCap verifies that no more than 2
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// albums from the same artist appear in Rediscover even when more are
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// eligible.
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func TestHomeData_Rediscover_DiversityCap(t *testing.T) {
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pool := newPool(t)
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user := seedUser(t, pool, "home-redis-cap")
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artist := seedArtist(t, pool, "ArtistDom", "")
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albums := []dbq.Album{
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seedAlbumForArtist(t, pool, artist.ID, "A1"),
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seedAlbumForArtist(t, pool, artist.ID, "A2"),
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seedAlbumForArtist(t, pool, artist.ID, "A3"),
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seedAlbumForArtist(t, pool, artist.ID, "A4"),
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}
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// Explicit album-likes >30 days old on all four.
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for _, al := range albums {
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if _, err := pool.Exec(context.Background(),
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`INSERT INTO general_likes_albums (user_id, album_id, liked_at)
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VALUES ($1, $2, now() - interval '40 days')`,
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user.ID, al.ID,
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); err != nil {
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t.Fatalf("insert like: %v", err)
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}
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}
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got, err := HomeData(context.Background(), pool, user.ID)
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if err != nil {
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t.Fatalf("HomeData: %v", err)
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}
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if len(got.RediscoverAlbums) != maxAlbumsPerArtistInRediscover {
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t.Errorf("len = %d, want %d (diversity cap)",
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len(got.RediscoverAlbums), maxAlbumsPerArtistInRediscover)
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}
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}
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// TestHomeData_Rediscover_DedupVsMostPlayed verifies that an otherwise-
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// eligible album whose tracks appear in the Most Played section is
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// dropped from Rediscover (the "you forgot about this" contract is
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// broken if the user is actively spinning it).
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func TestHomeData_Rediscover_DedupVsMostPlayed(t *testing.T) {
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pool := newPool(t)
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user := seedUser(t, pool, "home-redis-dedup")
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artist := seedArtist(t, pool, "ArtistD", "")
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// "Forgotten" album: liked >30d ago, no recent plays — would be
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// eligible on its own.
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forgotten := seedAlbumForArtist(t, pool, artist.ID, "Forgotten")
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if _, err := pool.Exec(context.Background(),
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`INSERT INTO general_likes_albums (user_id, album_id, liked_at)
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VALUES ($1, $2, now() - interval '40 days')`,
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user.ID, forgotten.ID,
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); err != nil {
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t.Fatalf("insert forgotten like: %v", err)
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}
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// "Active" album: liked >30d ago BUT not played in last 14 days at
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// the album level (uses one >30-day-old track-like, no recent plays
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// — qualifies for Rediscover). Its track ALSO appears in MostPlayed
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// via many old plays >14 days ago... wait, we need the track to be
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// in MostPlayed, which means it needs play_events that aren't
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// skipped. MostPlayed has no recency filter; any plays count.
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active := seedAlbumForArtist(t, pool, artist.ID, "Active")
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activeT1 := seedTrackOnAlbum(t, pool, active.ID, artist.ID, "AT1")
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activeT2 := seedTrackOnAlbum(t, pool, active.ID, artist.ID, "AT2")
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if _, err := pool.Exec(context.Background(),
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`INSERT INTO general_likes (user_id, track_id, liked_at) VALUES
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($1, $2, now() - interval '60 days'),
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($1, $3, now() - interval '60 days')`,
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user.ID, activeT1.ID, activeT2.ID,
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); err != nil {
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t.Fatalf("insert active track likes: %v", err)
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}
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// Many plays >14 days ago (so still Rediscover-eligible by the
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// "not played in last 14 days" rule) but enough to put it in
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// MostPlayed.
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for i := 0; i < 5; i++ {
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insertPlayEvent(t, pool, user.ID, activeT1.ID,
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time.Now().Add(-30*24*time.Hour))
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}
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got, err := HomeData(context.Background(), pool, user.ID)
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if err != nil {
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t.Fatalf("HomeData: %v", err)
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}
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// MostPlayed must include the active track.
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foundInMP := false
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for _, mp := range got.MostPlayedTracks {
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if mp.Track.ID == activeT1.ID {
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foundInMP = true
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}
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}
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if !foundInMP {
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t.Fatalf("active track not in MostPlayed; test fixture broken")
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}
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// Rediscover must contain forgotten but NOT active.
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if len(got.RediscoverAlbums) != 1 {
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t.Fatalf("RediscoverAlbums len = %d, want 1 (active deduped)",
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len(got.RediscoverAlbums))
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}
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if got.RediscoverAlbums[0].Album.ID != forgotten.ID {
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t.Errorf("got %s, want %s (active should have been deduped)",
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got.RediscoverAlbums[0].Album.Title, forgotten.Title)
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}
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}
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