// Copyright 2017 The Prometheus Authors // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. package index import ( "container/heap" "context" "encoding/binary" "errors" "fmt" "math/rand" "sort" "strconv" "strings" "sync" "testing" "github.com/grafana/regexp" "github.com/stretchr/testify/require" "github.com/prometheus/prometheus/model/labels" "github.com/prometheus/prometheus/storage" "github.com/prometheus/prometheus/util/testutil" ) func TestMemPostings_addFor(t *testing.T) { p := NewMemPostings() p.m[allPostingsKey.Name] = map[string][]storage.SeriesRef{} p.m[allPostingsKey.Name][allPostingsKey.Value] = []storage.SeriesRef{1, 2, 3, 4, 6, 7, 8} p.addFor(5, allPostingsKey) require.Equal(t, []storage.SeriesRef{1, 2, 3, 4, 5, 6, 7, 8}, p.m[allPostingsKey.Name][allPostingsKey.Value]) } func TestMemPostings_ensureOrder(t *testing.T) { p := NewUnorderedMemPostings() p.m["a"] = map[string][]storage.SeriesRef{} for i := 0; i < 100; i++ { l := make([]storage.SeriesRef, 100) for j := range l { l[j] = storage.SeriesRef(rand.Uint64()) } v := strconv.Itoa(i) p.m["a"][v] = l } p.EnsureOrder(0) for _, e := range p.m { for _, l := range e { ok := sort.SliceIsSorted(l, func(i, j int) bool { return l[i] < l[j] }) require.True(t, ok, "postings list %v is not sorted", l) } } } func BenchmarkMemPostings_ensureOrder(b *testing.B) { tests := map[string]struct { numLabels int numValuesPerLabel int numRefsPerValue int }{ "many values per label": { numLabels: 100, numValuesPerLabel: 10000, numRefsPerValue: 100, }, "few values per label": { numLabels: 1000000, numValuesPerLabel: 1, numRefsPerValue: 100, }, "few refs per label value": { numLabels: 1000, numValuesPerLabel: 1000, numRefsPerValue: 10, }, } for testName, testData := range tests { b.Run(testName, func(b *testing.B) { p := NewUnorderedMemPostings() // Generate postings. for l := 0; l < testData.numLabels; l++ { labelName := strconv.Itoa(l) p.m[labelName] = map[string][]storage.SeriesRef{} for v := 0; v < testData.numValuesPerLabel; v++ { refs := make([]storage.SeriesRef, testData.numRefsPerValue) for j := range refs { refs[j] = storage.SeriesRef(rand.Uint64()) } labelValue := strconv.Itoa(v) p.m[labelName][labelValue] = refs } } b.ResetTimer() for n := 0; n < b.N; n++ { p.EnsureOrder(0) p.ordered = false } }) } } func TestIntersect(t *testing.T) { a := newListPostings(1, 2, 3) b := newListPostings(2, 3, 4) cases := []struct { in []Postings res Postings }{ { in: []Postings{}, res: EmptyPostings(), }, { in: []Postings{a, b, EmptyPostings()}, res: EmptyPostings(), }, { in: []Postings{b, a, EmptyPostings()}, res: EmptyPostings(), }, { in: []Postings{EmptyPostings(), b, a}, res: EmptyPostings(), }, { in: []Postings{EmptyPostings(), a, b}, res: EmptyPostings(), }, { in: []Postings{a, EmptyPostings(), b}, res: EmptyPostings(), }, { in: []Postings{b, EmptyPostings(), a}, res: EmptyPostings(), }, { in: []Postings{b, EmptyPostings(), a, a, b, a, a, a}, res: EmptyPostings(), }, { in: []Postings{ newListPostings(1, 2, 3, 4, 5), newListPostings(6, 7, 8, 9, 10), }, res: newListPostings(), }, { in: []Postings{ newListPostings(1, 2, 3, 4, 5), newListPostings(4, 5, 6, 7, 8), }, res: newListPostings(4, 5), }, { in: []Postings{ newListPostings(1, 2, 3, 4, 9, 10), newListPostings(1, 4, 5, 6, 7, 8, 10, 11), }, res: newListPostings(1, 4, 10), }, { in: []Postings{ newListPostings(1), newListPostings(0, 1), }, res: newListPostings(1), }, { in: []Postings{ newListPostings(1), }, res: newListPostings(1), }, { in: []Postings{ newListPostings(1), newListPostings(), }, res: newListPostings(), }, { in: []Postings{ newListPostings(), newListPostings(), }, res: newListPostings(), }, } for _, c := range cases { t.Run("", func(t *testing.T) { require.NotNil(t, c.res, "intersect result expectancy cannot be nil") expected, err := ExpandPostings(c.res) require.NoError(t, err) i := Intersect(c.in...) if c.res == EmptyPostings() { require.Equal(t, EmptyPostings(), i) return } require.NotEqual(t, EmptyPostings(), i, "intersect unexpected result: EmptyPostings sentinel") res, err := ExpandPostings(i) require.NoError(t, err) require.Equal(t, expected, res) }) } } func TestMultiIntersect(t *testing.T) { cases := []struct { p [][]storage.SeriesRef res []storage.SeriesRef }{ { p: [][]storage.SeriesRef{ {1, 2, 3, 4, 5, 6, 1000, 1001}, {2, 4, 5, 6, 7, 8, 999, 1001}, {1, 2, 5, 6, 7, 8, 1001, 1200}, }, res: []storage.SeriesRef{2, 5, 6, 1001}, }, // One of the reproducible cases for: // https://github.com/prometheus/prometheus/issues/2616 // The initialisation of intersectPostings was moving the iterator forward // prematurely making us miss some postings. { p: [][]storage.SeriesRef{ {1, 2}, {1, 2}, {1, 2}, {2}, }, res: []storage.SeriesRef{2}, }, } for _, c := range cases { ps := make([]Postings, 0, len(c.p)) for _, postings := range c.p { ps = append(ps, newListPostings(postings...)) } res, err := ExpandPostings(Intersect(ps...)) require.NoError(t, err) require.Equal(t, c.res, res) } } func consumePostings(p Postings) error { for p.Next() { p.At() } return p.Err() } func BenchmarkIntersect(t *testing.B) { t.Run("LongPostings1", func(bench *testing.B) { var a, b, c, d []storage.SeriesRef for i := 0; i < 10000000; i += 2 { a = append(a, storage.SeriesRef(i)) } for i := 5000000; i < 5000100; i += 4 { b = append(b, storage.SeriesRef(i)) } for i := 5090000; i < 5090600; i += 4 { b = append(b, storage.SeriesRef(i)) } for i := 4990000; i < 5100000; i++ { c = append(c, storage.SeriesRef(i)) } for i := 4000000; i < 6000000; i++ { d = append(d, storage.SeriesRef(i)) } bench.ResetTimer() bench.ReportAllocs() for i := 0; i < bench.N; i++ { i1 := newListPostings(a...) i2 := newListPostings(b...) i3 := newListPostings(c...) i4 := newListPostings(d...) if err := consumePostings(Intersect(i1, i2, i3, i4)); err != nil { bench.Fatal(err) } } }) t.Run("LongPostings2", func(bench *testing.B) { var a, b, c, d []storage.SeriesRef for i := 0; i < 12500000; i++ { a = append(a, storage.SeriesRef(i)) } for i := 7500000; i < 12500000; i++ { b = append(b, storage.SeriesRef(i)) } for i := 9000000; i < 20000000; i++ { c = append(c, storage.SeriesRef(i)) } for i := 10000000; i < 12000000; i++ { d = append(d, storage.SeriesRef(i)) } bench.ResetTimer() bench.ReportAllocs() for i := 0; i < bench.N; i++ { i1 := newListPostings(a...) i2 := newListPostings(b...) i3 := newListPostings(c...) i4 := newListPostings(d...) if err := consumePostings(Intersect(i1, i2, i3, i4)); err != nil { bench.Fatal(err) } } }) // Many matchers(k >> n). t.Run("ManyPostings", func(bench *testing.B) { var lps []*ListPostings var refs [][]storage.SeriesRef // Create 100000 matchers(k=100000), making sure all memory allocation is done before starting the loop. for i := 0; i < 100000; i++ { var temp []storage.SeriesRef for j := storage.SeriesRef(1); j < 100; j++ { temp = append(temp, j) } lps = append(lps, newListPostings(temp...)) refs = append(refs, temp) } its := make([]Postings, len(refs)) bench.ResetTimer() bench.ReportAllocs() for i := 0; i < bench.N; i++ { // Reset the ListPostings to their original values each time round the loop. for j := range refs { lps[j].list = refs[j] its[j] = lps[j] } if err := consumePostings(Intersect(its...)); err != nil { bench.Fatal(err) } } }) } func BenchmarkMerge(t *testing.B) { var lps []*ListPostings var refs [][]storage.SeriesRef // Create 100000 matchers(k=100000), making sure all memory allocation is done before starting the loop. for i := 0; i < 100000; i++ { var temp []storage.SeriesRef for j := 1; j < 100; j++ { temp = append(temp, storage.SeriesRef(i+j*100000)) } lps = append(lps, newListPostings(temp...)) refs = append(refs, temp) } its := make([]Postings, len(refs)) for _, nSeries := range []int{1, 10, 100, 1000, 10000, 100000} { t.Run(strconv.Itoa(nSeries), func(bench *testing.B) { ctx := context.Background() for i := 0; i < bench.N; i++ { // Reset the ListPostings to their original values each time round the loop. for j := range refs[:nSeries] { lps[j].list = refs[j] its[j] = lps[j] } if err := consumePostings(Merge(ctx, its[:nSeries]...)); err != nil { bench.Fatal(err) } } }) } } func TestMultiMerge(t *testing.T) { i1 := newListPostings(1, 2, 3, 4, 5, 6, 1000, 1001) i2 := newListPostings(2, 4, 5, 6, 7, 8, 999, 1001) i3 := newListPostings(1, 2, 5, 6, 7, 8, 1001, 1200) res, err := ExpandPostings(Merge(context.Background(), i1, i2, i3)) require.NoError(t, err) require.Equal(t, []storage.SeriesRef{1, 2, 3, 4, 5, 6, 7, 8, 999, 1000, 1001, 1200}, res) } func TestMergedPostings(t *testing.T) { cases := []struct { in []Postings res Postings }{ { in: []Postings{}, res: EmptyPostings(), }, { in: []Postings{ newListPostings(), newListPostings(), }, res: EmptyPostings(), }, { in: []Postings{ newListPostings(), }, res: newListPostings(), }, { in: []Postings{ EmptyPostings(), EmptyPostings(), EmptyPostings(), EmptyPostings(), }, res: EmptyPostings(), }, { in: []Postings{ newListPostings(1, 2, 3, 4, 5), newListPostings(6, 7, 8, 9, 10), }, res: newListPostings(1, 2, 3, 4, 5, 6, 7, 8, 9, 10), }, { in: []Postings{ newListPostings(1, 2, 3, 4, 5), newListPostings(4, 5, 6, 7, 8), }, res: newListPostings(1, 2, 3, 4, 5, 6, 7, 8), }, { in: []Postings{ newListPostings(1, 2, 3, 4, 9, 10), newListPostings(1, 4, 5, 6, 7, 8, 10, 11), }, res: newListPostings(1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11), }, { in: []Postings{ newListPostings(1, 2, 3, 4, 9, 10), EmptyPostings(), newListPostings(1, 4, 5, 6, 7, 8, 10, 11), }, res: newListPostings(1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11), }, { in: []Postings{ newListPostings(1, 2), newListPostings(), }, res: newListPostings(1, 2), }, { in: []Postings{ newListPostings(1, 2), EmptyPostings(), }, res: newListPostings(1, 2), }, } for _, c := range cases { t.Run("", func(t *testing.T) { require.NotNil(t, c.res, "merge result expectancy cannot be nil") ctx := context.Background() expected, err := ExpandPostings(c.res) require.NoError(t, err) m := Merge(ctx, c.in...) if c.res == EmptyPostings() { require.False(t, m.Next()) return } require.NotEqual(t, EmptyPostings(), m, "merge unexpected result: EmptyPostings sentinel") res, err := ExpandPostings(m) require.NoError(t, err) require.Equal(t, expected, res) }) } } func TestMergedPostingsSeek(t *testing.T) { cases := []struct { a, b []storage.SeriesRef seek storage.SeriesRef success bool res []storage.SeriesRef }{ { a: []storage.SeriesRef{2, 3, 4, 5}, b: []storage.SeriesRef{6, 7, 8, 9, 10}, seek: 1, success: true, res: []storage.SeriesRef{2, 3, 4, 5, 6, 7, 8, 9, 10}, }, { a: []storage.SeriesRef{1, 2, 3, 4, 5}, b: []storage.SeriesRef{6, 7, 8, 9, 10}, seek: 2, success: true, res: []storage.SeriesRef{2, 3, 4, 5, 6, 7, 8, 9, 10}, }, { a: []storage.SeriesRef{1, 2, 3, 4, 5}, b: []storage.SeriesRef{4, 5, 6, 7, 8}, seek: 9, success: false, res: nil, }, { a: []storage.SeriesRef{1, 2, 3, 4, 9, 10}, b: []storage.SeriesRef{1, 4, 5, 6, 7, 8, 10, 11}, seek: 10, success: true, res: []storage.SeriesRef{10, 11}, }, } for _, c := range cases { ctx := context.Background() a := newListPostings(c.a...) b := newListPostings(c.b...) p := Merge(ctx, a, b) require.Equal(t, c.success, p.Seek(c.seek)) // After Seek(), At() should be called. if c.success { start := p.At() lst, err := ExpandPostings(p) require.NoError(t, err) lst = append([]storage.SeriesRef{start}, lst...) require.Equal(t, c.res, lst) } } } func TestRemovedPostings(t *testing.T) { cases := []struct { a, b []storage.SeriesRef res []storage.SeriesRef }{ { a: nil, b: nil, res: []storage.SeriesRef(nil), }, { a: []storage.SeriesRef{1, 2, 3, 4}, b: nil, res: []storage.SeriesRef{1, 2, 3, 4}, }, { a: nil, b: []storage.SeriesRef{1, 2, 3, 4}, res: []storage.SeriesRef(nil), }, { a: []storage.SeriesRef{1, 2, 3, 4, 5}, b: []storage.SeriesRef{6, 7, 8, 9, 10}, res: []storage.SeriesRef{1, 2, 3, 4, 5}, }, { a: []storage.SeriesRef{1, 2, 3, 4, 5}, b: []storage.SeriesRef{4, 5, 6, 7, 8}, res: []storage.SeriesRef{1, 2, 3}, }, { a: []storage.SeriesRef{1, 2, 3, 4, 9, 10}, b: []storage.SeriesRef{1, 4, 5, 6, 7, 8, 10, 11}, res: []storage.SeriesRef{2, 3, 9}, }, { a: []storage.SeriesRef{1, 2, 3, 4, 9, 10}, b: []storage.SeriesRef{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}, res: []storage.SeriesRef(nil), }, } for _, c := range cases { a := newListPostings(c.a...) b := newListPostings(c.b...) res, err := ExpandPostings(newRemovedPostings(a, b)) require.NoError(t, err) require.Equal(t, c.res, res) } } func TestRemovedNextStackoverflow(t *testing.T) { var full []storage.SeriesRef var remove []storage.SeriesRef var i storage.SeriesRef for i = 0; i < 1e7; i++ { full = append(full, i) remove = append(remove, i) } flp := newListPostings(full...) rlp := newListPostings(remove...) rp := newRemovedPostings(flp, rlp) gotElem := false for rp.Next() { gotElem = true } require.NoError(t, rp.Err()) require.False(t, gotElem) } func TestRemovedPostingsSeek(t *testing.T) { cases := []struct { a, b []storage.SeriesRef seek storage.SeriesRef success bool res []storage.SeriesRef }{ { a: []storage.SeriesRef{2, 3, 4, 5}, b: []storage.SeriesRef{6, 7, 8, 9, 10}, seek: 1, success: true, res: []storage.SeriesRef{2, 3, 4, 5}, }, { a: []storage.SeriesRef{1, 2, 3, 4, 5}, b: []storage.SeriesRef{6, 7, 8, 9, 10}, seek: 2, success: true, res: []storage.SeriesRef{2, 3, 4, 5}, }, { a: []storage.SeriesRef{1, 2, 3, 4, 5}, b: []storage.SeriesRef{4, 5, 6, 7, 8}, seek: 9, success: false, res: nil, }, { a: []storage.SeriesRef{1, 2, 3, 4, 9, 10}, b: []storage.SeriesRef{1, 4, 5, 6, 7, 8, 10, 11}, seek: 10, success: false, res: nil, }, { a: []storage.SeriesRef{1, 2, 3, 4, 9, 10}, b: []storage.SeriesRef{1, 4, 5, 6, 7, 8, 11}, seek: 4, success: true, res: []storage.SeriesRef{9, 10}, }, { a: []storage.SeriesRef{1, 2, 3, 4, 9, 10}, b: []storage.SeriesRef{1, 4, 5, 6, 7, 8, 11}, seek: 5, success: true, res: []storage.SeriesRef{9, 10}, }, { a: []storage.SeriesRef{1, 2, 3, 4, 9, 10}, b: []storage.SeriesRef{1, 4, 5, 6, 7, 8, 11}, seek: 10, success: true, res: []storage.SeriesRef{10}, }, } for _, c := range cases { a := newListPostings(c.a...) b := newListPostings(c.b...) p := newRemovedPostings(a, b) require.Equal(t, c.success, p.Seek(c.seek)) // After Seek(), At() should be called. if c.success { start := p.At() lst, err := ExpandPostings(p) require.NoError(t, err) lst = append([]storage.SeriesRef{start}, lst...) require.Equal(t, c.res, lst) } } } func TestBigEndian(t *testing.T) { num := 1000 // mock a list as postings ls := make([]uint32, num) ls[0] = 2 for i := 1; i < num; i++ { ls[i] = ls[i-1] + uint32(rand.Int31n(25)) + 2 } beLst := make([]byte, num*4) for i := 0; i < num; i++ { b := beLst[i*4 : i*4+4] binary.BigEndian.PutUint32(b, ls[i]) } t.Run("Iteration", func(t *testing.T) { bep := newBigEndianPostings(beLst) for i := 0; i < num; i++ { require.True(t, bep.Next()) require.Equal(t, storage.SeriesRef(ls[i]), bep.At()) } require.False(t, bep.Next()) require.NoError(t, bep.Err()) }) t.Run("Seek", func(t *testing.T) { table := []struct { seek uint32 val uint32 found bool }{ { ls[0] - 1, ls[0], true, }, { ls[4], ls[4], true, }, { ls[500] - 1, ls[500], true, }, { ls[600] + 1, ls[601], true, }, { ls[600] + 1, ls[601], true, }, { ls[600] + 1, ls[601], true, }, { ls[0], ls[601], true, }, { ls[600], ls[601], true, }, { ls[999], ls[999], true, }, { ls[999] + 10, ls[999], false, }, } bep := newBigEndianPostings(beLst) for _, v := range table { require.Equal(t, v.found, bep.Seek(storage.SeriesRef(v.seek))) require.Equal(t, storage.SeriesRef(v.val), bep.At()) require.NoError(t, bep.Err()) } }) } func TestIntersectWithMerge(t *testing.T) { // One of the reproducible cases for: // https://github.com/prometheus/prometheus/issues/2616 a := newListPostings(21, 22, 23, 24, 25, 30) b := Merge( context.Background(), newListPostings(10, 20, 30), newListPostings(15, 26, 30), ) p := Intersect(a, b) res, err := ExpandPostings(p) require.NoError(t, err) require.Equal(t, []storage.SeriesRef{30}, res) } func TestWithoutPostings(t *testing.T) { cases := []struct { base Postings drop Postings res Postings }{ { base: EmptyPostings(), drop: EmptyPostings(), res: EmptyPostings(), }, { base: EmptyPostings(), drop: newListPostings(1, 2), res: EmptyPostings(), }, { base: newListPostings(1, 2), drop: EmptyPostings(), res: newListPostings(1, 2), }, { base: newListPostings(), drop: newListPostings(), res: newListPostings(), }, { base: newListPostings(1, 2, 3), drop: newListPostings(), res: newListPostings(1, 2, 3), }, { base: newListPostings(1, 2, 3), drop: newListPostings(4, 5, 6), res: newListPostings(1, 2, 3), }, { base: newListPostings(1, 2, 3), drop: newListPostings(3, 4, 5), res: newListPostings(1, 2), }, } for _, c := range cases { t.Run("", func(t *testing.T) { require.NotNil(t, c.res, "without result expectancy cannot be nil") expected, err := ExpandPostings(c.res) require.NoError(t, err) w := Without(c.base, c.drop) if c.res == EmptyPostings() { require.Equal(t, EmptyPostings(), w) return } require.NotEqual(t, EmptyPostings(), w, "without unexpected result: EmptyPostings sentinel") res, err := ExpandPostings(w) require.NoError(t, err) require.Equal(t, expected, res) }) } } func BenchmarkPostings_Stats(b *testing.B) { p := NewMemPostings() var seriesID storage.SeriesRef createPostingsLabelValues := func(name, valuePrefix string, count int) { for n := 1; n < count; n++ { value := fmt.Sprintf("%s-%d", valuePrefix, n) p.Add(seriesID, labels.FromStrings(name, value)) seriesID++ } } createPostingsLabelValues("__name__", "metrics_name_can_be_very_big_and_bad", 1e3) for i := 0; i < 20; i++ { createPostingsLabelValues(fmt.Sprintf("host-%d", i), "metrics_name_can_be_very_big_and_bad", 1e3) createPostingsLabelValues(fmt.Sprintf("instance-%d", i), "10.0.IP.", 1e3) createPostingsLabelValues(fmt.Sprintf("job-%d", i), "Small_Job_name", 1e3) createPostingsLabelValues(fmt.Sprintf("err-%d", i), "avg_namespace-", 1e3) createPostingsLabelValues(fmt.Sprintf("team-%d", i), "team-", 1e3) createPostingsLabelValues(fmt.Sprintf("container_name-%d", i), "pod-", 1e3) createPostingsLabelValues(fmt.Sprintf("cluster-%d", i), "newcluster-", 1e3) createPostingsLabelValues(fmt.Sprintf("uid-%d", i), "123412312312312311-", 1e3) createPostingsLabelValues(fmt.Sprintf("area-%d", i), "new_area_of_work-", 1e3) createPostingsLabelValues(fmt.Sprintf("request_id-%d", i), "owner_name_work-", 1e3) } b.ResetTimer() for n := 0; n < b.N; n++ { p.Stats("__name__", 10) } } func TestMemPostingsStats(t *testing.T) { // create a new MemPostings p := NewMemPostings() // add some postings to the MemPostings p.Add(1, labels.FromStrings("label", "value1")) p.Add(1, labels.FromStrings("label", "value2")) p.Add(1, labels.FromStrings("label", "value3")) p.Add(2, labels.FromStrings("label", "value1")) // call the Stats method to calculate the cardinality statistics stats := p.Stats("label", 10) // assert that the expected statistics were calculated require.Equal(t, uint64(2), stats.CardinalityMetricsStats[0].Count) require.Equal(t, "value1", stats.CardinalityMetricsStats[0].Name) require.Equal(t, uint64(3), stats.CardinalityLabelStats[0].Count) require.Equal(t, "label", stats.CardinalityLabelStats[0].Name) require.Equal(t, uint64(24), stats.LabelValueStats[0].Count) require.Equal(t, "label", stats.LabelValueStats[0].Name) require.Equal(t, uint64(2), stats.LabelValuePairsStats[0].Count) require.Equal(t, "label=value1", stats.LabelValuePairsStats[0].Name) require.Equal(t, 3, stats.NumLabelPairs) } func TestMemPostings_Delete(t *testing.T) { p := NewMemPostings() p.Add(1, labels.FromStrings("lbl1", "a")) p.Add(2, labels.FromStrings("lbl1", "b")) p.Add(3, labels.FromStrings("lbl2", "a")) before := p.Get(allPostingsKey.Name, allPostingsKey.Value) p.Delete(map[storage.SeriesRef]struct{}{ 2: {}, }) after := p.Get(allPostingsKey.Name, allPostingsKey.Value) // Make sure postings gotten before the delete have the old data when // iterated over. expanded, err := ExpandPostings(before) require.NoError(t, err) require.Equal(t, []storage.SeriesRef{1, 2, 3}, expanded) // Make sure postings gotten after the delete have the new data when // iterated over. expanded, err = ExpandPostings(after) require.NoError(t, err) require.Equal(t, []storage.SeriesRef{1, 3}, expanded) deleted := p.Get("lbl1", "b") expanded, err = ExpandPostings(deleted) require.NoError(t, err) require.Empty(t, expanded, "expected empty postings, got %v", expanded) } // BenchmarkMemPostings_Delete is quite heavy, so consider running it with // -benchtime=10x or similar to get more stable and comparable results. func BenchmarkMemPostings_Delete(b *testing.B) { internedItoa := map[int]string{} var mtx sync.RWMutex itoa := func(i int) string { mtx.RLock() s, ok := internedItoa[i] mtx.RUnlock() if ok { return s } mtx.Lock() s = strconv.Itoa(i) internedItoa[i] = s mtx.Unlock() return s } const total = 1e6 prepare := func() *MemPostings { var ref storage.SeriesRef next := func() storage.SeriesRef { ref++ return ref } p := NewMemPostings() nameValues := make([]string, 0, 100) for i := 0; i < total; i++ { nameValues = nameValues[:0] // A thousand labels like lbl_x_of_1000, each with total/1000 values thousand := "lbl_" + itoa(i%1000) + "_of_1000" nameValues = append(nameValues, thousand, itoa(i/1000)) // A hundred labels like lbl_x_of_100, each with total/100 values. hundred := "lbl_" + itoa(i%100) + "_of_100" nameValues = append(nameValues, hundred, itoa(i/100)) if i < 100 { ten := "lbl_" + itoa(i%10) + "_of_10" nameValues = append(nameValues, ten, itoa(i%10)) } p.Add(next(), labels.FromStrings(append(nameValues, "first", "a", "second", "a", "third", "a")...)) } return p } for _, refs := range []int{1, 100, 10_000} { b.Run(fmt.Sprintf("refs=%d", refs), func(b *testing.B) { for _, reads := range []int{0, 1, 10} { b.Run(fmt.Sprintf("readers=%d", reads), func(b *testing.B) { if b.N > total/refs { // Just to make sure that benchmark still makes sense. panic("benchmark not prepared") } p := prepare() stop := make(chan struct{}) wg := sync.WaitGroup{} for i := 0; i < reads; i++ { wg.Add(1) go func(i int) { lbl := "lbl_" + itoa(i) + "_of_100" defer wg.Done() for { select { case <-stop: return default: // Get a random value of this label. p.Get(lbl, itoa(rand.Intn(10000))).Next() } } }(i) } b.Cleanup(func() { close(stop) wg.Wait() }) b.ResetTimer() for n := 0; n < b.N; n++ { deleted := map[storage.SeriesRef]struct{}{} for i := 0; i < refs; i++ { deleted[storage.SeriesRef(n*refs+i)] = struct{}{} } p.Delete(deleted) } }) } }) } } func TestFindIntersectingPostings(t *testing.T) { t.Run("multiple intersections", func(t *testing.T) { p := NewListPostings([]storage.SeriesRef{10, 15, 20, 25, 30, 35, 40, 45, 50}) candidates := []Postings{ 0: NewListPostings([]storage.SeriesRef{7, 13, 14, 27}), // Does not intersect. 1: NewListPostings([]storage.SeriesRef{10, 20}), // Does intersect. 2: NewListPostings([]storage.SeriesRef{29, 30, 31}), // Does intersect. 3: NewListPostings([]storage.SeriesRef{29, 30, 31}), // Does intersect (same again). 4: NewListPostings([]storage.SeriesRef{60}), // Does not intersect. 5: NewListPostings([]storage.SeriesRef{45}), // Does intersect. 6: EmptyPostings(), // Does not intersect. } indexes, err := FindIntersectingPostings(p, candidates) require.NoError(t, err) sort.Ints(indexes) require.Equal(t, []int{1, 2, 3, 5}, indexes) }) t.Run("no intersections", func(t *testing.T) { p := NewListPostings([]storage.SeriesRef{10, 15, 20, 25, 30, 35, 40, 45, 50}) candidates := []Postings{ 0: NewListPostings([]storage.SeriesRef{7, 13, 14, 27}), // Does not intersect. 1: NewListPostings([]storage.SeriesRef{60}), // Does not intersect. 2: EmptyPostings(), // Does not intersect. } indexes, err := FindIntersectingPostings(p, candidates) require.NoError(t, err) require.Empty(t, indexes) }) t.Run("p is ErrPostings", func(t *testing.T) { p := ErrPostings(context.Canceled) candidates := []Postings{NewListPostings([]storage.SeriesRef{1})} _, err := FindIntersectingPostings(p, candidates) require.Error(t, err) }) t.Run("one of the candidates is ErrPostings", func(t *testing.T) { p := NewListPostings([]storage.SeriesRef{1}) candidates := []Postings{ NewListPostings([]storage.SeriesRef{1}), ErrPostings(context.Canceled), } _, err := FindIntersectingPostings(p, candidates) require.Error(t, err) }) t.Run("one of the candidates fails on nth call", func(t *testing.T) { p := NewListPostings([]storage.SeriesRef{10, 20, 30, 40, 50, 60, 70}) candidates := []Postings{ NewListPostings([]storage.SeriesRef{7, 13, 14, 27}), &postingsFailingAfterNthCall{2, NewListPostings([]storage.SeriesRef{29, 30, 31, 40})}, } _, err := FindIntersectingPostings(p, candidates) require.Error(t, err) }) t.Run("p fails on the nth call", func(t *testing.T) { p := &postingsFailingAfterNthCall{2, NewListPostings([]storage.SeriesRef{10, 20, 30, 40, 50, 60, 70})} candidates := []Postings{ NewListPostings([]storage.SeriesRef{7, 13, 14, 27}), NewListPostings([]storage.SeriesRef{29, 30, 31, 40}), } _, err := FindIntersectingPostings(p, candidates) require.Error(t, err) }) } type postingsFailingAfterNthCall struct { ttl int Postings } func (p *postingsFailingAfterNthCall) Seek(v storage.SeriesRef) bool { p.ttl-- if p.ttl <= 0 { return false } return p.Postings.Seek(v) } func (p *postingsFailingAfterNthCall) Next() bool { p.ttl-- if p.ttl <= 0 { return false } return p.Postings.Next() } func (p *postingsFailingAfterNthCall) Err() error { if p.ttl <= 0 { return errors.New("ttl exceeded") } return p.Postings.Err() } func TestPostingsWithIndexHeap(t *testing.T) { t.Run("iterate", func(t *testing.T) { h := postingsWithIndexHeap{ {index: 0, p: NewListPostings([]storage.SeriesRef{10, 20, 30})}, {index: 1, p: NewListPostings([]storage.SeriesRef{1, 5})}, {index: 2, p: NewListPostings([]storage.SeriesRef{25, 50})}, } for _, node := range h { node.p.Next() } heap.Init(&h) for _, expected := range []storage.SeriesRef{1, 5, 10, 20, 25, 30, 50} { require.Equal(t, expected, h.at()) require.NoError(t, h.next()) } require.True(t, h.empty()) }) t.Run("pop", func(t *testing.T) { h := postingsWithIndexHeap{ {index: 0, p: NewListPostings([]storage.SeriesRef{10, 20, 30})}, {index: 1, p: NewListPostings([]storage.SeriesRef{1, 5})}, {index: 2, p: NewListPostings([]storage.SeriesRef{25, 50})}, } for _, node := range h { node.p.Next() } heap.Init(&h) for _, expected := range []storage.SeriesRef{1, 5, 10, 20} { require.Equal(t, expected, h.at()) require.NoError(t, h.next()) } require.Equal(t, storage.SeriesRef(25), h.at()) node := heap.Pop(&h).(postingsWithIndex) require.Equal(t, 2, node.index) require.Equal(t, storage.SeriesRef(25), node.p.At()) }) } func TestListPostings(t *testing.T) { t.Run("empty list", func(t *testing.T) { p := NewListPostings(nil) require.False(t, p.Next()) require.False(t, p.Seek(10)) require.False(t, p.Next()) require.NoError(t, p.Err()) }) t.Run("one posting", func(t *testing.T) { t.Run("next", func(t *testing.T) { p := NewListPostings([]storage.SeriesRef{10}) require.True(t, p.Next()) require.Equal(t, storage.SeriesRef(10), p.At()) require.False(t, p.Next()) require.NoError(t, p.Err()) }) t.Run("seek less", func(t *testing.T) { p := NewListPostings([]storage.SeriesRef{10}) require.True(t, p.Seek(5)) require.Equal(t, storage.SeriesRef(10), p.At()) require.True(t, p.Seek(5)) require.Equal(t, storage.SeriesRef(10), p.At()) require.False(t, p.Next()) require.NoError(t, p.Err()) }) t.Run("seek equal", func(t *testing.T) { p := NewListPostings([]storage.SeriesRef{10}) require.True(t, p.Seek(10)) require.Equal(t, storage.SeriesRef(10), p.At()) require.False(t, p.Next()) require.NoError(t, p.Err()) }) t.Run("seek more", func(t *testing.T) { p := NewListPostings([]storage.SeriesRef{10}) require.False(t, p.Seek(15)) require.False(t, p.Next()) require.NoError(t, p.Err()) }) t.Run("seek after next", func(t *testing.T) { p := NewListPostings([]storage.SeriesRef{10}) require.True(t, p.Next()) require.False(t, p.Seek(15)) require.False(t, p.Next()) require.NoError(t, p.Err()) }) }) t.Run("multiple postings", func(t *testing.T) { t.Run("next", func(t *testing.T) { p := NewListPostings([]storage.SeriesRef{10, 20}) require.True(t, p.Next()) require.Equal(t, storage.SeriesRef(10), p.At()) require.True(t, p.Next()) require.Equal(t, storage.SeriesRef(20), p.At()) require.False(t, p.Next()) require.NoError(t, p.Err()) }) t.Run("seek", func(t *testing.T) { p := NewListPostings([]storage.SeriesRef{10, 20}) require.True(t, p.Seek(5)) require.Equal(t, storage.SeriesRef(10), p.At()) require.True(t, p.Seek(5)) require.Equal(t, storage.SeriesRef(10), p.At()) require.True(t, p.Seek(10)) require.Equal(t, storage.SeriesRef(10), p.At()) require.True(t, p.Next()) require.Equal(t, storage.SeriesRef(20), p.At()) require.True(t, p.Seek(10)) require.Equal(t, storage.SeriesRef(20), p.At()) require.True(t, p.Seek(20)) require.Equal(t, storage.SeriesRef(20), p.At()) require.False(t, p.Next()) require.NoError(t, p.Err()) }) t.Run("seek lest than last", func(t *testing.T) { p := NewListPostings([]storage.SeriesRef{10, 20, 30, 40, 50}) require.True(t, p.Seek(45)) require.Equal(t, storage.SeriesRef(50), p.At()) require.False(t, p.Next()) }) t.Run("seek exactly last", func(t *testing.T) { p := NewListPostings([]storage.SeriesRef{10, 20, 30, 40, 50}) require.True(t, p.Seek(50)) require.Equal(t, storage.SeriesRef(50), p.At()) require.False(t, p.Next()) }) t.Run("seek more than last", func(t *testing.T) { p := NewListPostings([]storage.SeriesRef{10, 20, 30, 40, 50}) require.False(t, p.Seek(60)) require.False(t, p.Next()) }) }) t.Run("seek", func(t *testing.T) { for _, c := range []int{2, 8, 9, 10} { t.Run(fmt.Sprintf("count=%d", c), func(t *testing.T) { list := make([]storage.SeriesRef, c) for i := 0; i < c; i++ { list[i] = storage.SeriesRef(i * 10) } t.Run("all one by one", func(t *testing.T) { p := NewListPostings(list) for i := 0; i < c; i++ { require.True(t, p.Seek(storage.SeriesRef(i*10))) require.Equal(t, storage.SeriesRef(i*10), p.At()) } require.False(t, p.Seek(storage.SeriesRef(c*10))) }) t.Run("each one", func(t *testing.T) { for _, ref := range list { p := NewListPostings(list) require.True(t, p.Seek(ref)) require.Equal(t, ref, p.At()) } }) }) } }) } // BenchmarkListPostings benchmarks ListPostings by iterating Next/At sequentially. // See also BenchmarkIntersect as it performs more `At` calls than `Next` calls when intersecting. func BenchmarkListPostings(b *testing.B) { const maxCount = 1e6 input := make([]storage.SeriesRef, maxCount) for i := 0; i < maxCount; i++ { input[i] = storage.SeriesRef(i << 2) } for _, count := range []int{100, 1e3, 10e3, 100e3, maxCount} { b.Run(fmt.Sprintf("count=%d", count), func(b *testing.B) { for i := 0; i < b.N; i++ { p := NewListPostings(input[:count]) var sum storage.SeriesRef for p.Next() { sum += p.At() } require.NotZero(b, sum) } }) } } func slowRegexpString() string { nums := map[int]struct{}{} for i := 10_000; i < 20_000; i++ { if i%3 == 0 { nums[i] = struct{}{} } } var sb strings.Builder sb.WriteString(".*(9999") for i := range nums { sb.WriteString("|") sb.WriteString(strconv.Itoa(i)) } sb.WriteString(").*") return sb.String() } func BenchmarkMemPostings_PostingsForLabelMatching(b *testing.B) { fast := regexp.MustCompile("^(100|200)$") slowRegexp := "^" + slowRegexpString() + "$" b.Logf("Slow regexp length = %d", len(slowRegexp)) slow := regexp.MustCompile(slowRegexp) for _, labelValueCount := range []int{1_000, 10_000, 100_000} { b.Run(fmt.Sprintf("labels=%d", labelValueCount), func(b *testing.B) { mp := NewMemPostings() for i := 0; i < labelValueCount; i++ { mp.Add(storage.SeriesRef(i), labels.FromStrings("label", strconv.Itoa(i))) } fp, err := ExpandPostings(mp.PostingsForLabelMatching(context.Background(), "label", fast.MatchString)) require.NoError(b, err) b.Logf("Fast matcher matches %d series", len(fp)) b.Run("matcher=fast", func(b *testing.B) { for i := 0; i < b.N; i++ { mp.PostingsForLabelMatching(context.Background(), "label", fast.MatchString).Next() } }) sp, err := ExpandPostings(mp.PostingsForLabelMatching(context.Background(), "label", slow.MatchString)) require.NoError(b, err) b.Logf("Slow matcher matches %d series", len(sp)) b.Run("matcher=slow", func(b *testing.B) { for i := 0; i < b.N; i++ { mp.PostingsForLabelMatching(context.Background(), "label", slow.MatchString).Next() } }) }) } } func TestMemPostings_PostingsForLabelMatching(t *testing.T) { mp := NewMemPostings() mp.Add(1, labels.FromStrings("foo", "1")) mp.Add(2, labels.FromStrings("foo", "2")) mp.Add(3, labels.FromStrings("foo", "3")) mp.Add(4, labels.FromStrings("foo", "4")) isEven := func(v string) bool { iv, err := strconv.Atoi(v) if err != nil { panic(err) } return iv%2 == 0 } p := mp.PostingsForLabelMatching(context.Background(), "foo", isEven) require.NoError(t, p.Err()) refs, err := ExpandPostings(p) require.NoError(t, err) require.Equal(t, []storage.SeriesRef{2, 4}, refs) } func TestMemPostings_PostingsForLabelMatchingHonorsContextCancel(t *testing.T) { memP := NewMemPostings() seriesCount := 10 * checkContextEveryNIterations for i := 1; i <= seriesCount; i++ { memP.Add(storage.SeriesRef(i), labels.FromStrings("__name__", fmt.Sprintf("%4d", i))) } failAfter := uint64(seriesCount / 2 / checkContextEveryNIterations) ctx := &testutil.MockContextErrAfter{FailAfter: failAfter} p := memP.PostingsForLabelMatching(ctx, "__name__", func(string) bool { return true }) require.Error(t, p.Err()) require.Equal(t, failAfter+1, ctx.Count()) // Plus one for the Err() call that puts the error in the result. }