Files
minstrel/internal/recommendation/suggestions_select_test.go
T
bvandeusenandClaude Opus 5.5 fcf5b7e5a8 docs: wanted, dbtest, recommendation and playlists comments say what the code does (#6277)
The same rewrite as d191a282, for four packages whose comments carried the
most history: tuning stories, quotes from the operator, single-install
measurements in library_scale.go, and 'used to' accounts of bugs. The
constraint each story protected stays as a present-tense reason (why tier 3
is reduced not removed, why the randomised arms take an order seed, why the
seed artist is eligible in Songs-like). Comments naming system_cron.go and
config.RecommendationConfig, neither of which holds what they claimed, now
name the scheduler and internal/recsettings.

Checked: non-comment tokens identical to HEAD; gofmt clean.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-23 12:19:15 -04:00

170 lines
5.3 KiB
Go

package recommendation
import (
"fmt"
"testing"
"github.com/jackc/pgx/v5/pgtype"
)
// selectSuggestions is deliberately pure (no DB, no clock), so the rotation and
// diversity rules are covered here in the fast lane rather
// than behind the integration gate.
func seedID(n byte) pgtype.UUID {
var u pgtype.UUID
u.Bytes[0] = n
u.Valid = true
return u
}
// candidate builds a pool entry attributed to the given dominant seed.
func candidate(mbid string, score float64, dominant byte) ArtistSuggestion {
return ArtistSuggestion{
MBID: mbid,
Name: mbid,
Score: score,
Attribution: []SeedContribution{
{ArtistID: seedID(dominant), Contribution: score},
},
}
}
// poolOf returns n candidates in descending score order, spread across
// `seeds` distinct dominant seeds.
func poolOf(n int, seeds int) []ArtistSuggestion {
out := make([]ArtistSuggestion, 0, n)
for i := 0; i < n; i++ {
out = append(out, candidate(fmt.Sprintf("mbid-%02d", i), 1.0-float64(i)*0.01, byte(i%seeds)))
}
return out
}
func mbids(in []ArtistSuggestion) []string {
out := make([]string, 0, len(in))
for _, s := range in {
out = append(out, s.MBID)
}
return out
}
func TestSelectSuggestions_ReturnsPoolUnchangedWhenNotOverfetched(t *testing.T) {
pool := poolOf(5, 5)
got := selectSuggestions(pool, 12, "2026-08-01")
if len(got) != 5 {
t.Fatalf("len = %d, want 5 (nothing to rotate)", len(got))
}
if got[0].MBID != "mbid-00" {
t.Errorf("first = %q, want mbid-00", got[0].MBID)
}
}
func TestSelectSuggestions_FillsTheRequestedLimit(t *testing.T) {
got := selectSuggestions(poolOf(48, 8), 12, "2026-08-01")
if len(got) != 12 {
t.Fatalf("len = %d, want 12", len(got))
}
}
// The reported symptom: the deck must change day to day without the user
// requesting anything.
func TestSelectSuggestions_RotatesAcrossDays(t *testing.T) {
pool := poolOf(48, 8)
day1 := mbids(selectSuggestions(pool, 12, "2026-08-01"))
day2 := mbids(selectSuggestions(pool, 12, "2026-08-02"))
if fmt.Sprint(day1) == fmt.Sprint(day2) {
t.Fatalf("deck identical across days: %v", day1)
}
// ...but stable WITHIN a day, or the surface would reshuffle on every
// pull-to-refresh, which reads as broken rather than fresh.
again := mbids(selectSuggestions(pool, 12, "2026-08-01"))
if fmt.Sprint(day1) != fmt.Sprint(again) {
t.Errorf("same day differed:\n %v\n %v", day1, again)
}
}
// The strongest matches should never rotate out of sight.
func TestSelectSuggestions_HeadIsStableTopScorers(t *testing.T) {
pool := poolOf(48, 8)
for _, day := range []string{"2026-08-01", "2026-08-02", "2026-09-15"} {
got := selectSuggestions(pool, 12, day)
if got[0].MBID != "mbid-00" {
t.Errorf("day %s: first = %q, want mbid-00 (top score leads)", day, got[0].MBID)
}
}
}
// Twelve slots must not all be neighbours of one artist.
//
// The pool is deliberately SKEWED — one seed owns the entire top of the score
// ranking — because that is the only shape where a cap can bite. With scores
// spread evenly across seeds the top-N is already diverse and the cap is
// untestable: an even pool cannot fail this test.
func TestSelectSuggestions_CapsOneDominantSeed(t *testing.T) {
const dominantRun = 20
pool := make([]ArtistSuggestion, 0, 48)
for i := 0; i < dominantRun; i++ { // seed 0 owns the 20 best scores
pool = append(pool, candidate(fmt.Sprintf("dom-%02d", i), 1.0-float64(i)*0.01, 0))
}
for i := 0; i < 28; i++ { // seeds 1..9 hold everything below
pool = append(pool, candidate(fmt.Sprintf("oth-%02d", i), 0.80-float64(i)*0.01, byte(1+i%9)))
}
got := selectSuggestions(pool, 12, "2026-08-01")
if len(got) != 12 {
t.Fatalf("len = %d, want 12", len(got))
}
perSeed := map[pgtype.UUID]int{}
for _, s := range got {
perSeed[s.Attribution[0].ArtistID]++
}
// Uncapped, the top 12 by score would be 12 of seed 0's neighbours.
if n := perSeed[seedID(0)]; n > maxPerSeedFor(12) {
t.Errorf("dominant seed owns %d of 12 slots, want <= %d: %v",
n, maxPerSeedFor(12), mbids(got))
}
if len(perSeed) < 4 {
t.Errorf("deck spans only %d seeds, want >= 4: %v", len(perSeed), mbids(got))
}
}
// Diversity must not starve the deck: a pool hanging off a single
// seed should still fill, not collapse to maxPerSeed entries.
func TestSelectSuggestions_SingleSeedPoolStillFills(t *testing.T) {
got := selectSuggestions(poolOf(30, 1), 12, "2026-08-01")
if len(got) != 12 {
t.Fatalf("len = %d, want 12 (cap must not starve the deck)", len(got))
}
if got[0].MBID != "mbid-00" {
t.Errorf("first = %q, want mbid-00", got[0].MBID)
}
}
// A candidate with no attribution has no seed to blame, so it must never be
// held back by the diversity cap.
func TestPartitionPerSeed_UnattributedNeverCapped(t *testing.T) {
pool := []ArtistSuggestion{
candidate("a", 0.9, 1),
candidate("b", 0.8, 1),
{MBID: "orphan", Score: 0.1},
}
preferred, overflow := partitionPerSeed(pool, 1)
if len(preferred) != 2 || preferred[1].MBID != "orphan" {
t.Errorf("preferred = %v, want [a orphan]", mbids(preferred))
}
if len(overflow) != 1 || overflow[0].MBID != "b" {
t.Errorf("overflow = %v, want [b]", mbids(overflow))
}
}
func TestPoolSizeFor_OverfetchesButIsBounded(t *testing.T) {
if got := poolSizeFor(12); got != 48 {
t.Errorf("poolSizeFor(12) = %d, want 48", got)
}
if got := poolSizeFor(50); got != suggestionPoolMax {
t.Errorf("poolSizeFor(50) = %d, want the %d ceiling", got, suggestionPoolMax)
}
}