// Copyright 2020 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 tsdb import ( "context" "fmt" "math" "reflect" "strconv" "strings" "testing" "github.com/prometheus/client_golang/prometheus" "github.com/stretchr/testify/require" "github.com/prometheus/prometheus/model/exemplar" "github.com/prometheus/prometheus/model/labels" "github.com/prometheus/prometheus/storage" ) var eMetrics = NewExemplarMetrics(prometheus.DefaultRegisterer) // Tests the same exemplar cases as AddExemplar, but specifically the ValidateExemplar function so it can be relied on externally. func TestValidateExemplar(t *testing.T) { exs, err := NewCircularExemplarStorage(2, eMetrics) require.NoError(t, err) es := exs.(*CircularExemplarStorage) l := labels.FromStrings("service", "asdf") e := exemplar.Exemplar{ Labels: labels.FromStrings("trace_id", "qwerty"), Value: 0.1, Ts: 1, } require.NoError(t, es.ValidateExemplar(l, e)) require.NoError(t, es.AddExemplar(l, e)) e2 := exemplar.Exemplar{ Labels: labels.FromStrings("trace_id", "zxcvb"), Value: 0.1, Ts: 2, } require.NoError(t, es.ValidateExemplar(l, e2)) require.NoError(t, es.AddExemplar(l, e2)) require.Equal(t, es.ValidateExemplar(l, e2), storage.ErrDuplicateExemplar, "error is expected attempting to validate duplicate exemplar") e3 := e2 e3.Ts = 3 require.Equal(t, es.ValidateExemplar(l, e3), storage.ErrDuplicateExemplar, "error is expected when attempting to add duplicate exemplar, even with different timestamp") e3.Ts = 1 e3.Value = 0.3 require.Equal(t, es.ValidateExemplar(l, e3), storage.ErrOutOfOrderExemplar) e4 := exemplar.Exemplar{ Labels: labels.FromStrings("a", strings.Repeat("b", exemplar.ExemplarMaxLabelSetLength)), Value: 0.1, Ts: 2, } require.Equal(t, storage.ErrExemplarLabelLength, es.ValidateExemplar(l, e4)) } func TestAddExemplar(t *testing.T) { exs, err := NewCircularExemplarStorage(2, eMetrics) require.NoError(t, err) es := exs.(*CircularExemplarStorage) l := labels.FromStrings("service", "asdf") e := exemplar.Exemplar{ Labels: labels.FromStrings("trace_id", "qwerty"), Value: 0.1, Ts: 1, } require.NoError(t, es.AddExemplar(l, e)) require.Equal(t, 0, es.index[string(l.Bytes(nil))].newest, "exemplar was not stored correctly") e2 := exemplar.Exemplar{ Labels: labels.FromStrings("trace_id", "zxcvb"), Value: 0.1, Ts: 2, } require.NoError(t, es.AddExemplar(l, e2)) require.Equal(t, 1, es.index[string(l.Bytes(nil))].newest, "exemplar was not stored correctly, location of newest exemplar for series in index did not update") require.True(t, es.exemplars[es.index[string(l.Bytes(nil))].newest].exemplar.Equals(e2), "exemplar was not stored correctly, expected %+v got: %+v", e2, es.exemplars[es.index[string(l.Bytes(nil))].newest].exemplar) require.NoError(t, es.AddExemplar(l, e2), "no error is expected attempting to add duplicate exemplar") e3 := e2 e3.Ts = 3 require.NoError(t, es.AddExemplar(l, e3), "no error is expected when attempting to add duplicate exemplar, even with different timestamp") e3.Ts = 1 e3.Value = 0.3 require.Equal(t, storage.ErrOutOfOrderExemplar, es.AddExemplar(l, e3)) e4 := exemplar.Exemplar{ Labels: labels.FromStrings("a", strings.Repeat("b", exemplar.ExemplarMaxLabelSetLength)), Value: 0.1, Ts: 2, } require.Equal(t, storage.ErrExemplarLabelLength, es.AddExemplar(l, e4)) } func TestStorageOverflow(t *testing.T) { // Test that circular buffer index and assignment // works properly, adding more exemplars than can // be stored and then querying for them. exs, err := NewCircularExemplarStorage(5, eMetrics) require.NoError(t, err) es := exs.(*CircularExemplarStorage) lName, lValue := "service", "asdf" l := labels.FromStrings(lName, lValue) var eList []exemplar.Exemplar for i := 0; i < len(es.exemplars)+1; i++ { e := exemplar.Exemplar{ Labels: labels.FromStrings("trace_id", "a"), Value: float64(i+1) / 10, Ts: int64(101 + i), } es.AddExemplar(l, e) eList = append(eList, e) } require.True(t, (es.exemplars[0].exemplar.Ts == 106), "exemplar was not stored correctly") m, err := labels.NewMatcher(labels.MatchEqual, lName, lValue) require.NoError(t, err, "error creating label matcher for exemplar query") ret, err := es.Select(100, 110, []*labels.Matcher{m}) require.NoError(t, err) require.Len(t, ret, 1, "select should have returned samples for a single series only") require.True(t, reflect.DeepEqual(eList[1:], ret[0].Exemplars), "select did not return expected exemplars\n\texpected: %+v\n\tactual: %+v\n", eList[1:], ret[0].Exemplars) } func TestSelectExemplar(t *testing.T) { exs, err := NewCircularExemplarStorage(5, eMetrics) require.NoError(t, err) es := exs.(*CircularExemplarStorage) lName, lValue := "service", "asdf" l := labels.FromStrings(lName, lValue) e := exemplar.Exemplar{ Labels: labels.FromStrings("trace_id", "querty"), Value: 0.1, Ts: 12, } err = es.AddExemplar(l, e) require.NoError(t, err, "adding exemplar failed") require.True(t, reflect.DeepEqual(es.exemplars[0].exemplar, e), "exemplar was not stored correctly") m, err := labels.NewMatcher(labels.MatchEqual, lName, lValue) require.NoError(t, err, "error creating label matcher for exemplar query") ret, err := es.Select(0, 100, []*labels.Matcher{m}) require.NoError(t, err) require.Len(t, ret, 1, "select should have returned samples for a single series only") expectedResult := []exemplar.Exemplar{e} require.True(t, reflect.DeepEqual(expectedResult, ret[0].Exemplars), "select did not return expected exemplars\n\texpected: %+v\n\tactual: %+v\n", expectedResult, ret[0].Exemplars) } func TestSelectExemplar_MultiSeries(t *testing.T) { exs, err := NewCircularExemplarStorage(5, eMetrics) require.NoError(t, err) es := exs.(*CircularExemplarStorage) l1Name := "test_metric" l1 := labels.FromStrings(labels.MetricName, l1Name, "service", "asdf") l2Name := "test_metric2" l2 := labels.FromStrings(labels.MetricName, l2Name, "service", "qwer") for i := 0; i < len(es.exemplars); i++ { e1 := exemplar.Exemplar{ Labels: labels.FromStrings("trace_id", "a"), Value: float64(i+1) / 10, Ts: int64(101 + i), } err = es.AddExemplar(l1, e1) require.NoError(t, err) e2 := exemplar.Exemplar{ Labels: labels.FromStrings("trace_id", "b"), Value: float64(i+1) / 10, Ts: int64(101 + i), } err = es.AddExemplar(l2, e2) require.NoError(t, err) } m, err := labels.NewMatcher(labels.MatchEqual, labels.MetricName, l2Name) require.NoError(t, err, "error creating label matcher for exemplar query") ret, err := es.Select(100, 200, []*labels.Matcher{m}) require.NoError(t, err) require.Len(t, ret, 1, "select should have returned samples for a single series only") require.Len(t, ret[0].Exemplars, 3, "didn't get expected 8 exemplars, got %d", len(ret[0].Exemplars)) m, err = labels.NewMatcher(labels.MatchEqual, labels.MetricName, l1Name) require.NoError(t, err, "error creating label matcher for exemplar query") ret, err = es.Select(100, 200, []*labels.Matcher{m}) require.NoError(t, err) require.Len(t, ret, 1, "select should have returned samples for a single series only") require.Len(t, ret[0].Exemplars, 2, "didn't get expected 8 exemplars, got %d", len(ret[0].Exemplars)) } func TestSelectExemplar_TimeRange(t *testing.T) { var lenEs int64 = 5 exs, err := NewCircularExemplarStorage(lenEs, eMetrics) require.NoError(t, err) es := exs.(*CircularExemplarStorage) lName, lValue := "service", "asdf" l := labels.FromStrings(lName, lValue) for i := 0; int64(i) < lenEs; i++ { err := es.AddExemplar(l, exemplar.Exemplar{ Labels: labels.FromStrings("trace_id", strconv.Itoa(i)), Value: 0.1, Ts: int64(101 + i), }) require.NoError(t, err) require.Equal(t, es.index[string(l.Bytes(nil))].newest, i, "exemplar was not stored correctly") } m, err := labels.NewMatcher(labels.MatchEqual, lName, lValue) require.NoError(t, err, "error creating label matcher for exemplar query") ret, err := es.Select(102, 104, []*labels.Matcher{m}) require.NoError(t, err) require.Len(t, ret, 1, "select should have returned samples for a single series only") require.Len(t, ret[0].Exemplars, 3, "didn't get expected two exemplars %d, %+v", len(ret[0].Exemplars), ret) } // Test to ensure that even though a series matches more than one matcher from the // query that it's exemplars are only included in the result a single time. func TestSelectExemplar_DuplicateSeries(t *testing.T) { exs, err := NewCircularExemplarStorage(4, eMetrics) require.NoError(t, err) es := exs.(*CircularExemplarStorage) e := exemplar.Exemplar{ Labels: labels.FromStrings("trace_id", "qwerty"), Value: 0.1, Ts: 12, } lName0, lValue0 := "service", "asdf" lName1, lValue1 := "cluster", "us-central1" l := labels.FromStrings(lName0, lValue0, lName1, lValue1) // Lets just assume somehow the PromQL expression generated two separate lists of matchers, // both of which can select this particular series. m := [][]*labels.Matcher{ { labels.MustNewMatcher(labels.MatchEqual, lName0, lValue0), }, { labels.MustNewMatcher(labels.MatchEqual, lName1, lValue1), }, } err = es.AddExemplar(l, e) require.NoError(t, err, "adding exemplar failed") require.True(t, reflect.DeepEqual(es.exemplars[0].exemplar, e), "exemplar was not stored correctly") ret, err := es.Select(0, 100, m...) require.NoError(t, err) require.Len(t, ret, 1, "select should have returned samples for a single series only") } func TestIndexOverwrite(t *testing.T) { exs, err := NewCircularExemplarStorage(2, eMetrics) require.NoError(t, err) es := exs.(*CircularExemplarStorage) l1 := labels.FromStrings("service", "asdf") l2 := labels.FromStrings("service", "qwer") err = es.AddExemplar(l1, exemplar.Exemplar{Value: 1, Ts: 1}) require.NoError(t, err) err = es.AddExemplar(l2, exemplar.Exemplar{Value: 2, Ts: 2}) require.NoError(t, err) err = es.AddExemplar(l2, exemplar.Exemplar{Value: 3, Ts: 3}) require.NoError(t, err) // Ensure index GC'ing is taking place, there should no longer be any // index entry for series l1 since we just wrote two exemplars for series l2. _, ok := es.index[string(l1.Bytes(nil))] require.False(t, ok) require.Equal(t, &indexEntry{1, 0, l2}, es.index[string(l2.Bytes(nil))]) err = es.AddExemplar(l1, exemplar.Exemplar{Value: 4, Ts: 4}) require.NoError(t, err) i := es.index[string(l2.Bytes(nil))] require.Equal(t, &indexEntry{0, 0, l2}, i) } func TestResize(t *testing.T) { testCases := []struct { name string startSize int64 newCount int64 expectedSeries []int notExpectedSeries []int expectedMigrated int }{ { name: "Grow", startSize: 100, newCount: 200, expectedSeries: []int{99, 98, 1, 0}, notExpectedSeries: []int{100}, expectedMigrated: 100, }, { name: "Shrink", startSize: 100, newCount: 50, expectedSeries: []int{99, 98, 50}, notExpectedSeries: []int{49, 1, 0}, expectedMigrated: 50, }, { name: "ShrinkToZero", startSize: 100, newCount: 0, expectedSeries: []int{}, notExpectedSeries: []int{}, expectedMigrated: 0, }, { name: "Negative", startSize: 100, newCount: -1, expectedSeries: []int{}, notExpectedSeries: []int{}, expectedMigrated: 0, }, { name: "NegativeToNegative", startSize: -1, newCount: -2, expectedSeries: []int{}, notExpectedSeries: []int{}, expectedMigrated: 0, }, { name: "GrowFromZero", startSize: 0, newCount: 10, expectedSeries: []int{}, notExpectedSeries: []int{}, expectedMigrated: 0, }, } for _, tc := range testCases { t.Run(tc.name, func(t *testing.T) { exs, err := NewCircularExemplarStorage(tc.startSize, eMetrics) require.NoError(t, err) es := exs.(*CircularExemplarStorage) for i := 0; int64(i) < tc.startSize; i++ { err = es.AddExemplar(labels.FromStrings("service", strconv.Itoa(i)), exemplar.Exemplar{ Value: float64(i), Ts: int64(i), }) require.NoError(t, err) } resized := es.Resize(tc.newCount) require.Equal(t, tc.expectedMigrated, resized) q, err := es.Querier(context.TODO()) require.NoError(t, err) matchers := []*labels.Matcher{labels.MustNewMatcher(labels.MatchEqual, "service", "")} for _, expected := range tc.expectedSeries { matchers[0].Value = strconv.Itoa(expected) ex, err := q.Select(0, math.MaxInt64, matchers) require.NoError(t, err) require.NotEmpty(t, ex) } for _, notExpected := range tc.notExpectedSeries { matchers[0].Value = strconv.Itoa(notExpected) ex, err := q.Select(0, math.MaxInt64, matchers) require.NoError(t, err) require.Empty(t, ex) } }) } } func BenchmarkAddExemplar(b *testing.B) { // We need to include these labels since we do length calculation // before adding. exLabels := labels.FromStrings("trace_id", "89620921") for _, capacity := range []int{1000, 10000, 100000} { for _, n := range []int{10000, 100000, 1000000} { b.Run(fmt.Sprintf("%d/%d", n, capacity), func(b *testing.B) { for j := 0; j < b.N; j++ { b.StopTimer() exs, err := NewCircularExemplarStorage(int64(capacity), eMetrics) require.NoError(b, err) es := exs.(*CircularExemplarStorage) var l labels.Labels b.StartTimer() for i := 0; i < n; i++ { if i%100 == 0 { l = labels.FromStrings("service", strconv.Itoa(i)) } err = es.AddExemplar(l, exemplar.Exemplar{Value: float64(i), Ts: int64(i), Labels: exLabels}) if err != nil { require.NoError(b, err) } } } }) } } } func BenchmarkResizeExemplars(b *testing.B) { testCases := []struct { name string startSize int64 endSize int64 numExemplars int }{ { name: "grow", startSize: 100000, endSize: 200000, numExemplars: 150000, }, { name: "shrink", startSize: 100000, endSize: 50000, numExemplars: 100000, }, { name: "grow", startSize: 1000000, endSize: 2000000, numExemplars: 1500000, }, { name: "shrink", startSize: 1000000, endSize: 500000, numExemplars: 1000000, }, } for _, tc := range testCases { b.Run(fmt.Sprintf("%s-%d-to-%d", tc.name, tc.startSize, tc.endSize), func(b *testing.B) { for j := 0; j < b.N; j++ { b.StopTimer() exs, err := NewCircularExemplarStorage(tc.startSize, eMetrics) require.NoError(b, err) es := exs.(*CircularExemplarStorage) var l labels.Labels for i := 0; i < int(float64(tc.startSize)*float64(1.5)); i++ { if i%100 == 0 { l = labels.FromStrings("service", strconv.Itoa(i)) } err = es.AddExemplar(l, exemplar.Exemplar{Value: float64(i), Ts: int64(i)}) if err != nil { require.NoError(b, err) } } b.StartTimer() es.Resize(tc.endSize) } }) } }