package features import ( "testing" "time" ) func TestBuildLabelsSpikeUsingOnlyEarlierSameTimeWindows(t *testing.T) { base := time.Date(2026, 9, 15, 12, 0, 0, 0, time.UTC) events := make([]Event, 0) // The prior two daily windows have 10 events and one error each. for day := 1; day <= 2; day++ { for i := 0; i < 10; i++ { events = append(events, Event{Timestamp: base.AddDate(0, 0, -day).Add(time.Duration(i) * time.Second), Service: "api", Kind: "span", IsError: i == 0, DurationMS: float64(i)}) } } // Current row is non-error telemetry. The following fifteen minutes have // five errors out of ten events: 5x the 10% baseline and above the floor. for i := 0; i < 10; i++ { events = append(events, Event{Timestamp: base.Add(time.Duration(i) * time.Second), Service: "api", Release: "v2", Kind: "span", IsError: false, DurationMS: float64(i)}) } for i := 0; i < 10; i++ { events = append(events, Event{Timestamp: base.Add(5 * time.Minute).Add(time.Duration(i) * time.Second), Service: "api", Kind: "log", IsError: i < 5}) } // The source export's explicit exclusive watermark proves that the rest of // the future interval was observed even though it was quiet. rows := Build(events, Config{Window: 5 * time.Minute, Step: 5 * time.Minute, Future: 15 * time.Minute, ObservedUntil: base.Add(20 * time.Minute), BaselineDays: 2, MinBaselineSamples: 2, SpikeMultiple: 3, MinFutureErrors: 5}) var row *Row for i := range rows { if rows[i].WindowStart.Equal(base) && rows[i].Service == "api" && rows[i].Release == "v2" { row = &rows[i] break } } if row == nil { t.Fatal("missing current api/v2 row") } if !row.LabelKnown || !row.Label { t.Fatalf("expected a known positive label, got %+v", *row) } if row.BaselineErrorRate != .1 || row.FutureErrorRate != .5 || row.FutureErrorCount != 5 { t.Fatalf("unexpected label inputs: %+v", *row) } if row.P50Duration != 4 || row.P95Duration != 8 || row.SpanCount != 10 { t.Fatalf("unexpected fixed-width features: %+v", *row) } } func TestBuildWithholdsLabelWithoutCompleteBaseline(t *testing.T) { base := time.Date(2026, 9, 15, 12, 0, 0, 0, time.UTC) events := []Event{{Timestamp: base, Service: "api", Kind: "log"}, {Timestamp: base.Add(20 * time.Minute), Service: "other", Kind: "log"}} rows := Build(events, Config{Window: 5 * time.Minute, Step: 5 * time.Minute, Future: 15 * time.Minute, BaselineDays: 7, MinBaselineSamples: 7}) if len(rows) == 0 || rows[0].LabelKnown { t.Fatalf("short history must not be labelled: %+v", rows) } } func TestBuildLogicalRequestFeatures(t *testing.T) { at := time.Date(2026, 9, 19, 12, 0, 0, 0, time.UTC) mk := func(client string, dup bool, class string) Event { return Event{Timestamp: at, Service: "nginx", Kind: "span", IsError: true, PatternSignature: "p", ClientIP: client, IsDuplicate: dup, UAClass: class} } rows := Build([]Event{mk("a", false, "ai_crawler"), mk("a", true, "ai_crawler"), mk("a", false, "browser"), mk("b", false, "browser")}, Config{}) if len(rows) == 0 { t.Fatal("no rows") } r := rows[0] if r.ErrorCount != 4 || r.DuplicateErrors != 1 || r.LogicalErrors != 3 { t.Fatalf("logical errors wrong: %+v", r) } if r.DistinctClients != 2 || r.TopClientShare < 0.66 || r.TopClientShare > 0.67 { t.Fatalf("client features wrong: %+v", r) } if r.BotErrorShare < 0.33 || r.BotErrorShare > 0.34 { t.Fatalf("bot share wrong: %v", r.BotErrorShare) } }