package storage import ( "fmt" "math/rand" "reflect" "sort" "testing" "time" "github.com/VictoriaMetrics/VictoriaMetrics/lib/decimal" ) func TestPartSearchOneRow(t *testing.T) { var rows []rawRow var r rawRow r.PrecisionBits = defaultPrecisionBits r.TSID.MetricID = 1234 r.Timestamp = 100 r.Value = 345 rows = append(rows, r) p := newTestPart(rows) t.Run("EmptyTSID", func(t *testing.T) { tsids1 := []TSID{} t.Run("OuterTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -100, MaxTimestamp: 3000, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) }) t.Run("ExactTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 100, MaxTimestamp: 100, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) }) t.Run("LowerTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -2e6, MaxTimestamp: -1e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) }) t.Run("HigherTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 1e6, MaxTimestamp: 2e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) }) }) t.Run("LowerTSID", func(t *testing.T) { tsids1 := []TSID{{MetricID: 10}} tsids2 := []TSID{{MetricID: 10}, {MetricID: 20}} t.Run("OuterTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -1000, MaxTimestamp: 300, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("ExactTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 100, MaxTimestamp: 100, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("LowerTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -2e6, MaxTimestamp: -1e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("HigherTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 1e6, MaxTimestamp: 2e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) }) t.Run("HigherTSID", func(t *testing.T) { tsids1 := []TSID{{MetricID: 12345}} tsids2 := []TSID{{MetricID: 12345}, {MetricID: 12346}} t.Run("OuterTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -1000, MaxTimestamp: 300, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("ExactTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 100, MaxTimestamp: 100, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("LowerTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -2e6, MaxTimestamp: -1e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("HigherTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 1e6, MaxTimestamp: 2e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) }) t.Run("LowerAndHihgerTSID", func(t *testing.T) { tsids1 := []TSID{{MetricID: 10}, {MetricID: 12345}} tsids2 := []TSID{{MetricID: 10}, {MetricID: 20}, {MetricID: 12345}, {MetricID: 12346}} t.Run("OuterTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -1000, MaxTimestamp: 300, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("ExactTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 100, MaxTimestamp: 100, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("LowerTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -2e6, MaxTimestamp: -1e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("HigherTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 1e6, MaxTimestamp: 2e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) }) t.Run("MatchingOneTSID", func(t *testing.T) { rbs := []rawBlock{{ TSID: TSID{ MetricID: 1234, }, Timestamps: []int64{100}, Values: []float64{345}, }} tsids1 := []TSID{{MetricID: 1234}} tsids2 := []TSID{{MetricID: 1234}, {MetricID: 12345}} tsids3 := []TSID{{MetricID: 10}, {MetricID: 1234}} tsids4 := []TSID{{MetricID: 10}, {MetricID: 1234}, {MetricID: 12345}} t.Run("OuterTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -1000, MaxTimestamp: 300, } testPartSearch(t, p, tsids1, tr, rbs) testPartSearch(t, p, tsids2, tr, rbs) testPartSearch(t, p, tsids3, tr, rbs) testPartSearch(t, p, tsids4, tr, rbs) }) t.Run("ExactTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 100, MaxTimestamp: 100, } testPartSearch(t, p, tsids1, tr, rbs) testPartSearch(t, p, tsids2, tr, rbs) testPartSearch(t, p, tsids3, tr, rbs) testPartSearch(t, p, tsids4, tr, rbs) }) t.Run("InvalidTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 1e6, MaxTimestamp: -2e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) testPartSearch(t, p, tsids3, tr, []rawBlock{}) testPartSearch(t, p, tsids4, tr, []rawBlock{}) }) t.Run("LowerTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -2e6, MaxTimestamp: -1e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) testPartSearch(t, p, tsids3, tr, []rawBlock{}) testPartSearch(t, p, tsids4, tr, []rawBlock{}) }) t.Run("HigherTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 1e6, MaxTimestamp: 2e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) testPartSearch(t, p, tsids3, tr, []rawBlock{}) testPartSearch(t, p, tsids4, tr, []rawBlock{}) }) }) t.Run("MatchingMultiTSID", func(t *testing.T) { // Results for duplicate tsids must be skipped. rbs := []rawBlock{{ TSID: TSID{ MetricID: 1234, }, Timestamps: []int64{100}, Values: []float64{345}, }} tsids1 := []TSID{{MetricID: 1234}, {MetricID: 1234}} tsids2 := []TSID{{MetricID: 1234}, {MetricID: 1234}, {MetricID: 12345}} tsids3 := []TSID{{MetricID: 10}, {MetricID: 1234}, {MetricID: 1234}} tsids4 := []TSID{{MetricID: 10}, {MetricID: 1234}, {MetricID: 1234}, {MetricID: 1234}, {MetricID: 12345}} t.Run("OuterTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -1000, MaxTimestamp: 300, } testPartSearch(t, p, tsids1, tr, rbs) testPartSearch(t, p, tsids2, tr, rbs) testPartSearch(t, p, tsids3, tr, rbs) testPartSearch(t, p, tsids4, tr, rbs) }) t.Run("ExactTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 100, MaxTimestamp: 100, } testPartSearch(t, p, tsids1, tr, rbs) testPartSearch(t, p, tsids2, tr, rbs) testPartSearch(t, p, tsids3, tr, rbs) testPartSearch(t, p, tsids4, tr, rbs) }) t.Run("LowerTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -2e6, MaxTimestamp: -1e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) testPartSearch(t, p, tsids3, tr, []rawBlock{}) testPartSearch(t, p, tsids4, tr, []rawBlock{}) }) t.Run("HigherTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 1e6, MaxTimestamp: 2e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) testPartSearch(t, p, tsids3, tr, []rawBlock{}) testPartSearch(t, p, tsids4, tr, []rawBlock{}) }) }) } func TestPartSearchTwoRowsOneTSID(t *testing.T) { var rows []rawRow var r rawRow r.PrecisionBits = defaultPrecisionBits r.TSID.MetricID = 1234 r.Timestamp = 100 r.Value = 345 rows = append(rows, r) r.Timestamp = 200 r.Value = 456 rows = append(rows, r) p := newTestPart(rows) t.Run("EmptyTSID", func(t *testing.T) { tsids1 := []TSID{} t.Run("OuterTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 10, MaxTimestamp: 300, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) }) t.Run("ExactTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 100, MaxTimestamp: 100, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) }) t.Run("LowerTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -2e6, MaxTimestamp: -1e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) }) t.Run("HigherTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 1e6, MaxTimestamp: 2e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) }) }) t.Run("LowerTSID", func(t *testing.T) { tsids1 := []TSID{{MetricID: 10}} tsids2 := []TSID{{MetricID: 10}, {MetricID: 20}} t.Run("OuterTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 10, MaxTimestamp: 300, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("ExactTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 100, MaxTimestamp: 100, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("LowerTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -2e6, MaxTimestamp: -1e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("HigherTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 1e6, MaxTimestamp: 2e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) }) t.Run("HigherTSID", func(t *testing.T) { tsids1 := []TSID{{MetricID: 12345}} tsids2 := []TSID{{MetricID: 12345}, {MetricID: 12346}} t.Run("OuterTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 10, MaxTimestamp: 300, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("ExactTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 100, MaxTimestamp: 100, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("LowerTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -2e6, MaxTimestamp: -1e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("HigherTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 1e6, MaxTimestamp: 2e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) }) t.Run("LowerAndHihgerTSID", func(t *testing.T) { tsids1 := []TSID{{MetricID: 10}, {MetricID: 12345}} tsids2 := []TSID{{MetricID: 10}, {MetricID: 20}, {MetricID: 12345}, {MetricID: 12346}} t.Run("OuterTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 10, MaxTimestamp: 300, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("ExactTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 100, MaxTimestamp: 100, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("LowerTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -2e6, MaxTimestamp: -1e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("HigherTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 1e6, MaxTimestamp: 2e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) }) t.Run("MatchingOneTSID", func(t *testing.T) { rbs := []rawBlock{{ TSID: TSID{ MetricID: 1234, }, Timestamps: []int64{100, 200}, Values: []float64{345, 456}, }} tsids1 := []TSID{{MetricID: 1234}} tsids2 := []TSID{{MetricID: 1234}, {MetricID: 12345}} tsids3 := []TSID{{MetricID: 10}, {MetricID: 1234}} tsids4 := []TSID{{MetricID: 10}, {MetricID: 1234}, {MetricID: 12345}} t.Run("OuterTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -100, MaxTimestamp: 2000, } testPartSearch(t, p, tsids1, tr, rbs) testPartSearch(t, p, tsids2, tr, rbs) testPartSearch(t, p, tsids3, tr, rbs) testPartSearch(t, p, tsids4, tr, rbs) }) t.Run("ExactTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 100, MaxTimestamp: 200, } testPartSearch(t, p, tsids1, tr, rbs) testPartSearch(t, p, tsids2, tr, rbs) testPartSearch(t, p, tsids3, tr, rbs) testPartSearch(t, p, tsids4, tr, rbs) }) t.Run("LowerEndTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 100, MaxTimestamp: 100, } rbs := []rawBlock{{ TSID: TSID{ MetricID: 1234, }, Timestamps: []int64{100}, Values: []float64{345}, }} testPartSearch(t, p, tsids1, tr, rbs) testPartSearch(t, p, tsids2, tr, rbs) testPartSearch(t, p, tsids3, tr, rbs) testPartSearch(t, p, tsids4, tr, rbs) }) t.Run("LowerIntersectTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 60, MaxTimestamp: 150, } rbs := []rawBlock{{ TSID: TSID{ MetricID: 1234, }, Timestamps: []int64{100}, Values: []float64{345}, }} testPartSearch(t, p, tsids1, tr, rbs) testPartSearch(t, p, tsids2, tr, rbs) testPartSearch(t, p, tsids3, tr, rbs) testPartSearch(t, p, tsids4, tr, rbs) }) t.Run("HigherEndTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 200, MaxTimestamp: 200, } rbs := []rawBlock{{ TSID: TSID{ MetricID: 1234, }, Timestamps: []int64{200}, Values: []float64{456}, }} testPartSearch(t, p, tsids1, tr, rbs) testPartSearch(t, p, tsids2, tr, rbs) testPartSearch(t, p, tsids3, tr, rbs) testPartSearch(t, p, tsids4, tr, rbs) }) t.Run("HigherIntersectTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 150, MaxTimestamp: 240, } rbs := []rawBlock{{ TSID: TSID{ MetricID: 1234, }, Timestamps: []int64{200}, Values: []float64{456}, }} testPartSearch(t, p, tsids1, tr, rbs) testPartSearch(t, p, tsids2, tr, rbs) testPartSearch(t, p, tsids3, tr, rbs) testPartSearch(t, p, tsids4, tr, rbs) }) t.Run("IvalidTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 200, MaxTimestamp: 100, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) testPartSearch(t, p, tsids3, tr, []rawBlock{}) testPartSearch(t, p, tsids4, tr, []rawBlock{}) }) t.Run("InnerTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 101, MaxTimestamp: 199, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) testPartSearch(t, p, tsids3, tr, []rawBlock{}) testPartSearch(t, p, tsids4, tr, []rawBlock{}) }) t.Run("LowerTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -2e6, MaxTimestamp: -1e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) testPartSearch(t, p, tsids3, tr, []rawBlock{}) testPartSearch(t, p, tsids4, tr, []rawBlock{}) }) t.Run("HigherTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 1e6, MaxTimestamp: 2e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) testPartSearch(t, p, tsids3, tr, []rawBlock{}) testPartSearch(t, p, tsids4, tr, []rawBlock{}) }) }) } func TestPartSearchTwoRowsTwoTSID(t *testing.T) { var rows []rawRow var r rawRow r.PrecisionBits = defaultPrecisionBits r.TSID.MetricID = 1234 r.Timestamp = 100 r.Value = 345 rows = append(rows, r) r.TSID.MetricID = 2345 r.Timestamp = 200 r.Value = 456 rows = append(rows, r) p := newTestPart(rows) t.Run("EmptyTSID", func(t *testing.T) { tsids1 := []TSID{} t.Run("OuterTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -100, MaxTimestamp: 1000, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) }) t.Run("ExactTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 100, MaxTimestamp: 100, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) }) t.Run("LowerTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -2e6, MaxTimestamp: -1e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) }) t.Run("HigherTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 1e6, MaxTimestamp: 2e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) }) }) t.Run("LowerTSID", func(t *testing.T) { tsids1 := []TSID{{MetricID: 10}} tsids2 := []TSID{{MetricID: 10}, {MetricID: 20}} t.Run("OuterTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -100, MaxTimestamp: 1000, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("ExactTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 100, MaxTimestamp: 100, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("LowerTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -2e6, MaxTimestamp: -1e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("HigherTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 1e6, MaxTimestamp: 2e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) }) t.Run("HigherTSID", func(t *testing.T) { tsids1 := []TSID{{MetricID: 12345}} tsids2 := []TSID{{MetricID: 12345}, {MetricID: 12346}} t.Run("OuterTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -100, MaxTimestamp: 1000, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("ExactTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 100, MaxTimestamp: 100, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("LowerTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -2e6, MaxTimestamp: -1e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("HigherTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 1e6, MaxTimestamp: 2e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) }) t.Run("LowerAndHihgerTSID", func(t *testing.T) { tsids1 := []TSID{{MetricID: 10}, {MetricID: 12345}} tsids2 := []TSID{{MetricID: 10}, {MetricID: 20}, {MetricID: 12345}, {MetricID: 12346}} tsids3 := []TSID{{MetricID: 10}, {MetricID: 1235}, {MetricID: 12345}} t.Run("OuterTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -100, MaxTimestamp: 1000, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) testPartSearch(t, p, tsids3, tr, []rawBlock{}) }) t.Run("ExactTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 100, MaxTimestamp: 100, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) testPartSearch(t, p, tsids3, tr, []rawBlock{}) }) t.Run("LowerTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -2e6, MaxTimestamp: -1e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) testPartSearch(t, p, tsids3, tr, []rawBlock{}) }) t.Run("HigherTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 1e6, MaxTimestamp: 2e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) testPartSearch(t, p, tsids3, tr, []rawBlock{}) }) }) t.Run("InnerTSID", func(t *testing.T) { tsids1 := []TSID{{MetricID: 1235}} tsids2 := []TSID{{MetricID: 1235}, {MetricID: 1236}} t.Run("OuterTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -100, MaxTimestamp: 1000, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("ExactTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 100, MaxTimestamp: 100, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("LowerTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -2e6, MaxTimestamp: -1e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) t.Run("HigherTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 1e6, MaxTimestamp: 2e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) }) }) t.Run("MatchingSmallerTSID", func(t *testing.T) { rbs := []rawBlock{{ TSID: TSID{ MetricID: 1234, }, Timestamps: []int64{100}, Values: []float64{345}, }} tsids1 := []TSID{{MetricID: 1234}} tsids2 := []TSID{{MetricID: 1234}, {MetricID: 1235}, {MetricID: 12345}} tsids3 := []TSID{{MetricID: 10}, {MetricID: 1234}} tsids4 := []TSID{{MetricID: 10}, {MetricID: 1234}, {MetricID: 12345}} t.Run("OuterTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -100, MaxTimestamp: 1000, } testPartSearch(t, p, tsids1, tr, rbs) testPartSearch(t, p, tsids2, tr, rbs) testPartSearch(t, p, tsids3, tr, rbs) testPartSearch(t, p, tsids4, tr, rbs) }) t.Run("ExactTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 100, MaxTimestamp: 100, } testPartSearch(t, p, tsids1, tr, rbs) testPartSearch(t, p, tsids2, tr, rbs) testPartSearch(t, p, tsids3, tr, rbs) testPartSearch(t, p, tsids4, tr, rbs) }) t.Run("LowerTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -2e6, MaxTimestamp: -1e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) testPartSearch(t, p, tsids3, tr, []rawBlock{}) testPartSearch(t, p, tsids4, tr, []rawBlock{}) }) t.Run("HigherTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 1e6, MaxTimestamp: 2e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) testPartSearch(t, p, tsids3, tr, []rawBlock{}) testPartSearch(t, p, tsids4, tr, []rawBlock{}) }) }) t.Run("MatchingBiggerTSID", func(t *testing.T) { rbs := []rawBlock{{ TSID: TSID{ MetricID: 2345, }, Timestamps: []int64{200}, Values: []float64{456}, }} tsids1 := []TSID{{MetricID: 2345}} tsids2 := []TSID{{MetricID: 2345}, {MetricID: 2346}, {MetricID: 12345}} tsids3 := []TSID{{MetricID: 10}, {MetricID: 2345}} tsids4 := []TSID{{MetricID: 10}, {MetricID: 2345}, {MetricID: 12345}} t.Run("OuterTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -100, MaxTimestamp: 1000, } testPartSearch(t, p, tsids1, tr, rbs) testPartSearch(t, p, tsids2, tr, rbs) testPartSearch(t, p, tsids3, tr, rbs) testPartSearch(t, p, tsids4, tr, rbs) }) t.Run("ExactTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 200, MaxTimestamp: 200, } testPartSearch(t, p, tsids1, tr, rbs) testPartSearch(t, p, tsids2, tr, rbs) testPartSearch(t, p, tsids3, tr, rbs) testPartSearch(t, p, tsids4, tr, rbs) }) t.Run("LowerTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -2e6, MaxTimestamp: -1e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) testPartSearch(t, p, tsids3, tr, []rawBlock{}) testPartSearch(t, p, tsids4, tr, []rawBlock{}) }) t.Run("HigherTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 1e6, MaxTimestamp: 2e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) testPartSearch(t, p, tsids3, tr, []rawBlock{}) testPartSearch(t, p, tsids4, tr, []rawBlock{}) }) }) t.Run("MatchingTwoTSIDs", func(t *testing.T) { rbs := []rawBlock{ { TSID: TSID{ MetricID: 1234, }, Timestamps: []int64{100}, Values: []float64{345}, }, { TSID: TSID{ MetricID: 2345, }, Timestamps: []int64{200}, Values: []float64{456}, }, } tsids1 := []TSID{{MetricID: 1234}, {MetricID: 2345}} tsids2 := []TSID{{MetricID: 1234}, {MetricID: 2345}, {MetricID: 2346}, {MetricID: 12345}} tsids3 := []TSID{{MetricID: 10}, {MetricID: 1234}, {MetricID: 2345}} tsids4 := []TSID{{MetricID: 10}, {MetricID: 1234}, {MetricID: 1235}, {MetricID: 2345}, {MetricID: 12345}} t.Run("OuterTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -100, MaxTimestamp: 1000, } testPartSearch(t, p, tsids1, tr, rbs) testPartSearch(t, p, tsids2, tr, rbs) testPartSearch(t, p, tsids3, tr, rbs) testPartSearch(t, p, tsids4, tr, rbs) }) t.Run("ExactTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 100, MaxTimestamp: 200, } testPartSearch(t, p, tsids1, tr, rbs) testPartSearch(t, p, tsids2, tr, rbs) testPartSearch(t, p, tsids3, tr, rbs) testPartSearch(t, p, tsids4, tr, rbs) }) t.Run("LowerEndTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 100, MaxTimestamp: 100, } rbs := []rawBlock{{ TSID: TSID{ MetricID: 1234, }, Timestamps: []int64{100}, Values: []float64{345}, }} testPartSearch(t, p, tsids1, tr, rbs) testPartSearch(t, p, tsids2, tr, rbs) testPartSearch(t, p, tsids3, tr, rbs) testPartSearch(t, p, tsids4, tr, rbs) }) t.Run("LowerIntersectTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 90, MaxTimestamp: 150, } rbs := []rawBlock{{ TSID: TSID{ MetricID: 1234, }, Timestamps: []int64{100}, Values: []float64{345}, }} testPartSearch(t, p, tsids1, tr, rbs) testPartSearch(t, p, tsids2, tr, rbs) testPartSearch(t, p, tsids3, tr, rbs) testPartSearch(t, p, tsids4, tr, rbs) }) t.Run("HigherEndTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 200, MaxTimestamp: 200, } rbs := []rawBlock{{ TSID: TSID{ MetricID: 2345, }, Timestamps: []int64{200}, Values: []float64{456}, }} testPartSearch(t, p, tsids1, tr, rbs) testPartSearch(t, p, tsids2, tr, rbs) testPartSearch(t, p, tsids3, tr, rbs) testPartSearch(t, p, tsids4, tr, rbs) }) t.Run("HigherIntersectTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 170, MaxTimestamp: 250, } rbs := []rawBlock{{ TSID: TSID{ MetricID: 2345, }, Timestamps: []int64{200}, Values: []float64{456}, }} testPartSearch(t, p, tsids1, tr, rbs) testPartSearch(t, p, tsids2, tr, rbs) testPartSearch(t, p, tsids3, tr, rbs) testPartSearch(t, p, tsids4, tr, rbs) }) t.Run("IvalidTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 201, MaxTimestamp: 99, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) testPartSearch(t, p, tsids3, tr, []rawBlock{}) testPartSearch(t, p, tsids4, tr, []rawBlock{}) }) t.Run("InnerTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 101, MaxTimestamp: 199, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) testPartSearch(t, p, tsids3, tr, []rawBlock{}) testPartSearch(t, p, tsids4, tr, []rawBlock{}) }) t.Run("LowerTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: -2e6, MaxTimestamp: -1e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) testPartSearch(t, p, tsids3, tr, []rawBlock{}) testPartSearch(t, p, tsids4, tr, []rawBlock{}) }) t.Run("HigherTimeRange", func(t *testing.T) { tr := TimeRange{ MinTimestamp: 1e6, MaxTimestamp: 2e6, } testPartSearch(t, p, tsids1, tr, []rawBlock{}) testPartSearch(t, p, tsids2, tr, []rawBlock{}) testPartSearch(t, p, tsids3, tr, []rawBlock{}) testPartSearch(t, p, tsids4, tr, []rawBlock{}) }) }) } func TestPartSearchMultiRowsOneTSID(t *testing.T) { for rowsCount := 1; rowsCount <= 1e5; rowsCount *= 10 { t.Run(fmt.Sprintf("Rows%d", rowsCount), func(t *testing.T) { testPartSearchMultiRowsOneTSID(t, rowsCount) }) } } func testPartSearchMultiRowsOneTSID(t *testing.T, rowsCount int) { t.Helper() rng := rand.New(rand.NewSource(1)) var rows []rawRow var r rawRow r.PrecisionBits = 24 r.TSID.MetricID = 1111 for i := 0; i < rowsCount; i++ { r.Timestamp = int64(rng.NormFloat64() * 1e6) r.Value = float64(int(rng.NormFloat64() * 1e5)) rows = append(rows, r) } tsids := []TSID{{MetricID: 1111}} tr := TimeRange{ MinTimestamp: -1e5, MaxTimestamp: 1e5, } expectedRawBlocks := getTestExpectedRawBlocks(rows, tsids, tr) p := newTestPart(rows) testPartSearch(t, p, tsids, tr, expectedRawBlocks) } func TestPartSearchMultiRowsMultiTSIDs(t *testing.T) { for rowsCount := 1; rowsCount <= 1e5; rowsCount *= 10 { t.Run(fmt.Sprintf("Rows%d", rowsCount), func(t *testing.T) { for tsidsCount := 1; tsidsCount <= rowsCount; tsidsCount *= 10 { t.Run(fmt.Sprintf("TSIDs%d", tsidsCount), func(t *testing.T) { testPartSearchMultiRowsMultiTSIDs(t, rowsCount, tsidsCount) }) } }) } } func testPartSearchMultiRowsMultiTSIDs(t *testing.T, rowsCount, tsidsCount int) { t.Helper() rng := rand.New(rand.NewSource(2)) var rows []rawRow var r rawRow r.PrecisionBits = 24 for i := 0; i < rowsCount; i++ { r.TSID.MetricID = uint64(rng.Intn(tsidsCount)) r.Timestamp = int64(rng.NormFloat64() * 1e6) r.Value = float64(int(rng.NormFloat64() * 1e5)) rows = append(rows, r) } var tsids []TSID var tsid TSID for i := 0; i < 100; i++ { tsid.MetricID = uint64(rng.Intn(tsidsCount * 3)) tsids = append(tsids, tsid) } sort.Slice(tsids, func(i, j int) bool { return tsids[i].Less(&tsids[j]) }) tr := TimeRange{ MinTimestamp: -1e5, MaxTimestamp: 1e5, } expectedRawBlocks := getTestExpectedRawBlocks(rows, tsids, tr) p := newTestPart(rows) testPartSearch(t, p, tsids, tr, expectedRawBlocks) } func testPartSearch(t *testing.T, p *part, tsids []TSID, tr TimeRange, expectedRawBlocks []rawBlock) { t.Helper() if err := testPartSearchSerial(p, tsids, tr, expectedRawBlocks); err != nil { t.Fatalf("unexpected error in serial part search: %s", err) } // Run concurrent part search. ch := make(chan error, 5) for i := 0; i < cap(ch); i++ { go func() { err := testPartSearchSerial(p, tsids, tr, expectedRawBlocks) ch <- err }() } for i := 0; i < cap(ch); i++ { select { case err := <-ch: if err != nil { t.Fatalf("unexpected error in concurrent part search: %s", err) } case <-time.After(time.Second): t.Fatalf("timeout in concurrent part search") } } } func testPartSearchSerial(p *part, tsids []TSID, tr TimeRange, expectedRawBlocks []rawBlock) error { var ps partSearch ps.Init(p, tsids, tr) var bs []Block for ps.NextBlock() { var b Block ps.BlockRef.MustReadBlock(&b) bs = append(bs, b) } if err := ps.Error(); err != nil { return fmt.Errorf("unexpected error in search: %w", err) } if bs == nil { bs = []Block{} } rbs := newTestRawBlocks(bs, tr) if err := testEqualRawBlocks(rbs, expectedRawBlocks); err != nil { return fmt.Errorf("unequal blocks: %w", err) } return nil } func testEqualRawBlocks(a, b []rawBlock) error { a = newTestMergeRawBlocks(a) b = newTestMergeRawBlocks(b) if len(a) != len(b) { return fmt.Errorf("blocks length mismatch: got %d; want %d", len(a), len(b)) } for i := range a { rb1 := &a[i] rb2 := &b[i] if !reflect.DeepEqual(rb1, rb2) { return fmt.Errorf("blocks mismatch on position %d out of %d; got\n%+v; want\n%+v", i, len(a), rb1, rb2) } } return nil } func newTestRawBlocks(bs []Block, tr TimeRange) []rawBlock { rbs := make([]rawBlock, 0, len(bs)) for i := range bs { rb := newTestRawBlock(&bs[i], tr) if len(rb.Values) > 0 { rbs = append(rbs, rb) } } return rbs } func newTestRawBlock(b *Block, tr TimeRange) rawBlock { if err := b.UnmarshalData(); err != nil { panic(fmt.Errorf("cannot unmarshal block data: %w", err)) } var rb rawBlock var values []int64 for b.nextRow() { timestamp := b.timestamps[b.nextIdx-1] value := b.values[b.nextIdx-1] if timestamp < tr.MinTimestamp { continue } if timestamp > tr.MaxTimestamp { break } rb.Timestamps = append(rb.Timestamps, timestamp) values = append(values, value) } rb.TSID = b.bh.TSID rb.Values = decimal.AppendDecimalToFloat(rb.Values[:0], values, b.bh.Scale) return rb } func newTestMergeRawBlocks(src []rawBlock) []rawBlock { dst := make([]rawBlock, 0, len(src)) if len(src) == 0 { return dst } rb := &rawBlock{ TSID: src[0].TSID, } for len(src) > 0 { if src[0].TSID.MetricID != rb.TSID.MetricID { sort.Sort(&rawBlockSort{rb}) dst = append(dst, *rb) rb = &rawBlock{ TSID: src[0].TSID, } } rb.Timestamps = append(rb.Timestamps, src[0].Timestamps...) rb.Values = append(rb.Values, src[0].Values...) src = src[1:] } sort.Sort(&rawBlockSort{rb}) dst = append(dst, *rb) return dst } type rawBlockSort struct { rb *rawBlock } func (rbs rawBlockSort) Len() int { return len(rbs.rb.Timestamps) } func (rbs *rawBlockSort) Less(i, j int) bool { rb := rbs.rb if rb.Timestamps[i] < rb.Timestamps[j] { return true } if rb.Timestamps[i] > rb.Timestamps[j] { return false } return rb.Values[i] < rb.Values[j] } func (rbs *rawBlockSort) Swap(i, j int) { rb := rbs.rb rb.Timestamps[i], rb.Timestamps[j] = rb.Timestamps[j], rb.Timestamps[i] rb.Values[i], rb.Values[j] = rb.Values[j], rb.Values[i] } func getTestExpectedRawBlocks(rowsOriginal []rawRow, tsids []TSID, tr TimeRange) []rawBlock { if len(rowsOriginal) == 0 { return []rawBlock{} } rows := append([]rawRow{}, rowsOriginal...) sort.Slice(rows, func(i, j int) bool { a, b := &rows[i], &rows[j] if a.TSID.Less(&b.TSID) { return true } if b.TSID.Less(&a.TSID) { return false } if a.Timestamp < b.Timestamp { return true } if a.Timestamp > b.Timestamp { return false } return a.Value < b.Value }) tsidsMap := make(map[TSID]bool) for _, tsid := range tsids { tsidsMap[tsid] = true } expectedRawBlocks := []rawBlock{} var rb rawBlock rb.TSID = rows[0].TSID rowsPerBlock := 0 for i := range rows { r := &rows[i] if r.TSID.MetricID != rb.TSID.MetricID || rowsPerBlock >= maxRowsPerBlock { if tsidsMap[rb.TSID] && len(rb.Timestamps) > 0 { var tmpRB rawBlock tmpRB.CopyFrom(&rb) expectedRawBlocks = append(expectedRawBlocks, tmpRB) } rb.Reset() rb.TSID = r.TSID rowsPerBlock = 0 } rowsPerBlock++ if r.Timestamp < tr.MinTimestamp || r.Timestamp > tr.MaxTimestamp { continue } rb.Timestamps = append(rb.Timestamps, r.Timestamp) rb.Values = append(rb.Values, r.Value) } if tsidsMap[rb.TSID] && len(rb.Timestamps) > 0 { expectedRawBlocks = append(expectedRawBlocks, rb) } return expectedRawBlocks } func newTestPart(rows []rawRow) *part { mp := newTestInmemoryPart(rows) p := mp.NewPart() return p }