VictoriaMetrics/lib/storage/part_search_test.go

1431 lines
36 KiB
Go

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()
var rows []rawRow
var r rawRow
r.PrecisionBits = 24
r.TSID.MetricID = 1111
for i := 0; i < rowsCount; i++ {
r.Timestamp = int64(rand.NormFloat64() * 1e6)
r.Value = float64(int(rand.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()
var rows []rawRow
var r rawRow
r.PrecisionBits = 24
for i := 0; i < rowsCount; i++ {
r.TSID.MetricID = uint64(rand.Intn(tsidsCount))
r.Timestamp = int64(rand.NormFloat64() * 1e6)
r.Value = float64(int(rand.NormFloat64() * 1e5))
rows = append(rows, r)
}
var tsids []TSID
var tsid TSID
for i := 0; i < 100; i++ {
tsid.MetricID = uint64(rand.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, err := mp.NewPart()
if err != nil {
panic(fmt.Errorf("cannot create new part: %w", err))
}
return p
}