package recommend import ( "encoding/json" "strings" "testing" ) func explainItem(t *testing.T, payload string) Item { t.Helper() items := Decode([]json.RawMessage{json.RawMessage(payload)}) if len(items) != 1 { t.Fatalf("payload did not decode to one item: %s", payload) } return items[0] } func explainProfile(t *testing.T, history ...string) Profile { t.Helper() items := make([]Item, 0, len(history)) for _, payload := range history { items = append(items, explainItem(t, payload)) } return BuildProfile(items, nil) } const thrillerHistory = `{ "Id":"h1","Name":"Sicario","Type":"Movie","Genres":["Thriller","Crime"], "Studios":[{"Name":"Lionsgate"}], "People":[{"Name":"Denis Villeneuve","Type":"Director"},{"Name":"Emily Blunt","Type":"Actor"}] }` func TestWhyPrefersTheRelatedTitleOverItsGenres(t *testing.T) { profile := explainProfile(t, thrillerHistory) candidate := explainItem(t, `{ "Id":"c1","Name":"Prisoners","Type":"Movie","Genres":["Thriller","Crime"], "People":[{"Name":"Denis Villeneuve","Type":"Director"}] }`) reasons := Why(profile, candidate, ReasonLimit) if len(reasons) == 0 || reasons[0] != "Because you watched Sicario" { t.Fatalf("expected the related viewing reason first, got %v", reasons) } if !strings.Contains(strings.Join(reasons, "|"), "Denis Villeneuve") { t.Fatalf("expected the shared director to be named, got %v", reasons) } } func TestWhyNeverClaimsAnAffinityThatIsNotThere(t *testing.T) { profile := explainProfile(t, thrillerHistory) candidate := explainItem(t, `{ "Id":"c2","Name":"Paddington","Type":"Movie","Genres":["Family"], "CommunityRating":8.2, "People":[{"Name":"Paul King","Type":"Director"}] }`) reasons := Why(profile, candidate, ReasonLimit) for _, reason := range reasons { if strings.HasPrefix(reason, "Because you watch") || strings.HasPrefix(reason, "You've watched") { t.Fatalf("invented a taste the profile does not hold: %v", reasons) } } if len(reasons) == 0 || reasons[0] != "Well rated (8.2)" { t.Fatalf("expected the catalogue fact to carry the strip, got %v", reasons) } } func TestWhyAlwaysSaysSomething(t *testing.T) { candidate := explainItem(t, `{"Id":"c3","Name":"Unknown","Type":"Movie","Genres":["Drama"]}`) reasons := Why(Profile{}, candidate, ReasonLimit) if len(reasons) != 1 || reasons[0] != "Recommended from your library" { t.Fatalf("an empty profile should still explain the title, got %v", reasons) } } func TestWhyIsCappedAndOrdered(t *testing.T) { // A second, Thriller-only title so Thriller genuinely outweighs Crime — with one // history item they tie and the alphabetical tie-break would decide it. profile := explainProfile(t, thrillerHistory, `{ "Id":"h2","Name":"Nightcrawler","Type":"Movie","Genres":["Thriller"], "Studios":[{"Name":"Lionsgate"}], "People":[{"Name":"Emily Blunt","Type":"Actor"}] }`) candidate := explainItem(t, `{ "Id":"c4","Name":"Wind River","Type":"Movie","Genres":["Thriller","Crime"], "Studios":[{"Name":"Lionsgate"}],"CommunityRating":9.1,"ProductionYear":2017, "People":[{"Name":"Emily Blunt","Type":"Actor"}] }`) reasons := Why(profile, candidate, ReasonLimit) if len(reasons) != ReasonLimit { t.Fatalf("expected exactly %d reasons, got %v", ReasonLimit, reasons) } want := []string{ "Because you watched Sicario", "Because you like crime thrillers", "Because you watch Emily Blunt", } for i, reason := range want { if reasons[i] != reason { t.Fatalf("reason %d: want %q, got %q (%v)", i, reason, reasons[i], reasons) } } } func TestWhyDoesNotTreatDramaAloneAsATitleRelationship(t *testing.T) { profile := explainProfile(t, `{ "Id":"h1","Name":"A Drama","Type":"Movie","Genres":["Drama"] }`) candidate := explainItem(t, `{ "Id":"c1","Name":"Another Drama","Type":"Movie","Genres":["Drama"] }`) reasons := Why(profile, candidate, ReasonLimit) if reasons[0] != "Because you watch Drama" { t.Fatalf("broad genre should be the fallback, got %v", reasons) } if strings.Contains(strings.Join(reasons, "|"), "A Drama") { t.Fatalf("Drama alone invented a title relationship: %v", reasons) } } func TestWhyUsesSpecificSubgenreBeforeBroadGenre(t *testing.T) { profile := explainProfile(t, `{ "Id":"h1","Name":"Crime One","Type":"Movie","Genres":["Crime","Drama"] }`) // Do not retain title evidence here: this test isolates the learned theme wording. profile.ReasonEvidence = nil candidate := explainItem(t, `{ "Id":"c1","Name":"Crime Two","Type":"Series","Genres":["Drama","Crime"] }`) if got := Why(profile, candidate, 1); len(got) != 1 || got[0] != "Because you like crime dramas" { t.Fatalf("specific theme reason = %v", got) } } func TestWhyUsesCreatorBeforeBroadGenre(t *testing.T) { profile := explainProfile(t, `{ "Id":"h1","Name":"The First","Type":"Movie","Genres":["Drama"], "People":[{"Name":"Vince Gilligan","Type":"Writer"}] }`) candidate := explainItem(t, `{ "Id":"c1","Name":"The Second","Type":"Series","Genres":["Drama"], "People":[{"Name":"Vince Gilligan","Type":"Writer"}] }`) if got := Why(profile, candidate, 1); len(got) != 1 || got[0] != "More from Vince Gilligan" { t.Fatalf("creator reason = %v", got) } } func TestWhyDistinguishesFinishedTitlesFromEpisodes(t *testing.T) { finished := explainItem(t, `{ "Id":"h1","Name":"Breaking Bad","Type":"Series","Genres":["Crime","Drama"], "UserData":{"Played":true} }`) candidate := explainItem(t, `{ "Id":"c1","Name":"Better Call Saul","Type":"Series","Genres":["Crime","Drama"] }`) if got := Why(BuildProfile([]Item{finished}, nil), candidate, 1); got[0] != "Because you finished Breaking Bad" { t.Fatalf("completed title reason = %v", got) } episodeHistory := explainItem(t, `{ "Id":"ep1","Name":"Pilot","Type":"Episode","SeriesId":"show-1", "SeriesName":"Breaking Bad","Genres":["Crime","Drama"],"UserData":{"Played":true} }`) if got := Why(BuildProfile([]Item{episodeHistory}, nil), candidate, 1); got[0] != "Because you watched Breaking Bad" { t.Fatalf("completed episode overstated series completion: %v", got) } } func TestWhyCanUseARepeatedViewingEra(t *testing.T) { profile := explainProfile(t, `{"Id":"h1","Name":"One","Type":"Movie","ProductionYear":2003,"Genres":["Drama"]}`, `{"Id":"h2","Name":"Two","Type":"Movie","ProductionYear":2007,"Genres":["Drama"]}`, ) profile.ReasonEvidence = nil candidate := explainItem(t, `{ "Id":"c1","Name":"Three","Type":"Movie","ProductionYear":2005,"Genres":["Drama"] }`) if got := Why(profile, candidate, 1); got[0] != "Because you've been watching 2000s dramas" { t.Fatalf("viewing-era reason = %v", got) } } func TestWhyCanNameAFavouriteTitle(t *testing.T) { favourite := explainItem(t, `{ "Id":"h1","Name":"The Wire","Type":"Series","Genres":["Crime","Drama"] }`) candidate := explainItem(t, `{ "Id":"c1","Name":"We Own This City","Type":"Series","Genres":["Crime","Drama"] }`) if got := Why(BuildProfile(nil, []Item{favourite}), candidate, 1); got[0] != "Because you like The Wire" { t.Fatalf("favourite-title reason = %v", got) } } func TestWhyIsStableAcrossCalls(t *testing.T) { profile := explainProfile(t, thrillerHistory) candidate := explainItem(t, `{ "Id":"c5","Name":"Hell or High Water","Type":"Movie","Genres":["Crime","Thriller"] }`) first := Why(profile, candidate, ReasonLimit) for i := 0; i < 20; i++ { if got := Why(profile, candidate, ReasonLimit); !equalStrings(first, got) { t.Fatalf("reasons changed between calls: %v then %v", first, got) } } } func equalStrings(a, b []string) bool { if len(a) != len(b) { return false } for i := range a { if a[i] != b[i] { return false } } return true }