// Copyright 2018 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 main import ( "context" "encoding/json" "errors" "fmt" "os" "path/filepath" "sort" "strconv" "strings" "time" "github.com/go-kit/log" "github.com/google/go-cmp/cmp" "github.com/grafana/regexp" "github.com/nsf/jsondiff" "github.com/prometheus/common/model" "gopkg.in/yaml.v2" "github.com/prometheus/prometheus/model/histogram" "github.com/prometheus/prometheus/model/labels" "github.com/prometheus/prometheus/promql" "github.com/prometheus/prometheus/promql/parser" "github.com/prometheus/prometheus/promql/promqltest" "github.com/prometheus/prometheus/rules" "github.com/prometheus/prometheus/storage" ) // RulesUnitTest does unit testing of rules based on the unit testing files provided. // More info about the file format can be found in the docs. func RulesUnitTest(queryOpts promqltest.LazyLoaderOpts, runStrings []string, diffFlag bool, files ...string) int { failed := false var run *regexp.Regexp if runStrings != nil { run = regexp.MustCompile(strings.Join(runStrings, "|")) } for _, f := range files { if errs := ruleUnitTest(f, queryOpts, run, diffFlag); errs != nil { fmt.Fprintln(os.Stderr, " FAILED:") for _, e := range errs { fmt.Fprintln(os.Stderr, e.Error()) fmt.Println() } failed = true } else { fmt.Println(" SUCCESS") } fmt.Println() } if failed { return failureExitCode } return successExitCode } func ruleUnitTest(filename string, queryOpts promqltest.LazyLoaderOpts, run *regexp.Regexp, diffFlag bool) []error { fmt.Println("Unit Testing: ", filename) b, err := os.ReadFile(filename) if err != nil { return []error{err} } var unitTestInp unitTestFile if err := yaml.UnmarshalStrict(b, &unitTestInp); err != nil { return []error{err} } if err := resolveAndGlobFilepaths(filepath.Dir(filename), &unitTestInp); err != nil { return []error{err} } if unitTestInp.EvaluationInterval == 0 { unitTestInp.EvaluationInterval = model.Duration(1 * time.Minute) } evalInterval := time.Duration(unitTestInp.EvaluationInterval) // Giving number for groups mentioned in the file for ordering. // Lower number group should be evaluated before higher number group. groupOrderMap := make(map[string]int) for i, gn := range unitTestInp.GroupEvalOrder { if _, ok := groupOrderMap[gn]; ok { return []error{fmt.Errorf("group name repeated in evaluation order: %s", gn)} } groupOrderMap[gn] = i } // Testing. var errs []error for _, t := range unitTestInp.Tests { if !matchesRun(t.TestGroupName, run) { continue } if t.Interval == 0 { t.Interval = unitTestInp.EvaluationInterval } ers := t.test(evalInterval, groupOrderMap, queryOpts, diffFlag, unitTestInp.RuleFiles...) if ers != nil { errs = append(errs, ers...) } } if len(errs) > 0 { return errs } return nil } func matchesRun(name string, run *regexp.Regexp) bool { if run == nil { return true } return run.MatchString(name) } // unitTestFile holds the contents of a single unit test file. type unitTestFile struct { RuleFiles []string `yaml:"rule_files"` EvaluationInterval model.Duration `yaml:"evaluation_interval,omitempty"` GroupEvalOrder []string `yaml:"group_eval_order"` Tests []testGroup `yaml:"tests"` } // resolveAndGlobFilepaths joins all relative paths in a configuration // with a given base directory and replaces all globs with matching files. func resolveAndGlobFilepaths(baseDir string, utf *unitTestFile) error { for i, rf := range utf.RuleFiles { if rf != "" && !filepath.IsAbs(rf) { utf.RuleFiles[i] = filepath.Join(baseDir, rf) } } var globbedFiles []string for _, rf := range utf.RuleFiles { m, err := filepath.Glob(rf) if err != nil { return err } if len(m) == 0 { fmt.Fprintln(os.Stderr, " WARNING: no file match pattern", rf) } globbedFiles = append(globbedFiles, m...) } utf.RuleFiles = globbedFiles return nil } // testGroup is a group of input series and tests associated with it. type testGroup struct { Interval model.Duration `yaml:"interval"` InputSeries []series `yaml:"input_series"` AlertRuleTests []alertTestCase `yaml:"alert_rule_test,omitempty"` PromqlExprTests []promqlTestCase `yaml:"promql_expr_test,omitempty"` ExternalLabels labels.Labels `yaml:"external_labels,omitempty"` ExternalURL string `yaml:"external_url,omitempty"` TestGroupName string `yaml:"name,omitempty"` } // test performs the unit tests. func (tg *testGroup) test(evalInterval time.Duration, groupOrderMap map[string]int, queryOpts promqltest.LazyLoaderOpts, diffFlag bool, ruleFiles ...string) (outErr []error) { // Setup testing suite. suite, err := promqltest.NewLazyLoader(tg.seriesLoadingString(), queryOpts) if err != nil { return []error{err} } defer func() { err := suite.Close() if err != nil { outErr = append(outErr, err) } }() suite.SubqueryInterval = evalInterval // Load the rule files. opts := &rules.ManagerOptions{ QueryFunc: rules.EngineQueryFunc(suite.QueryEngine(), suite.Storage()), Appendable: suite.Storage(), Context: context.Background(), NotifyFunc: func(ctx context.Context, expr string, alerts ...*rules.Alert) {}, Logger: log.NewNopLogger(), } m := rules.NewManager(opts) groupsMap, ers := m.LoadGroups(time.Duration(tg.Interval), tg.ExternalLabels, tg.ExternalURL, nil, ruleFiles...) if ers != nil { return ers } groups := orderedGroups(groupsMap, groupOrderMap) // Bounds for evaluating the rules. mint := time.Unix(0, 0).UTC() maxt := mint.Add(tg.maxEvalTime()) // Pre-processing some data for testing alerts. // All this preparation is so that we can test alerts as we evaluate the rules. // This avoids storing them in memory, as the number of evals might be high. // All the `eval_time` for which we have unit tests for alerts. alertEvalTimesMap := map[model.Duration]struct{}{} // Map of all the eval_time+alertname combination present in the unit tests. alertsInTest := make(map[model.Duration]map[string]struct{}) // Map of all the unit tests for given eval_time. alertTests := make(map[model.Duration][]alertTestCase) for _, alert := range tg.AlertRuleTests { if alert.Alertname == "" { var testGroupLog string if tg.TestGroupName != "" { testGroupLog = fmt.Sprintf(" (in TestGroup %s)", tg.TestGroupName) } return []error{fmt.Errorf("an item under alert_rule_test misses required attribute alertname at eval_time %v%s", alert.EvalTime, testGroupLog)} } alertEvalTimesMap[alert.EvalTime] = struct{}{} if _, ok := alertsInTest[alert.EvalTime]; !ok { alertsInTest[alert.EvalTime] = make(map[string]struct{}) } alertsInTest[alert.EvalTime][alert.Alertname] = struct{}{} alertTests[alert.EvalTime] = append(alertTests[alert.EvalTime], alert) } alertEvalTimes := make([]model.Duration, 0, len(alertEvalTimesMap)) for k := range alertEvalTimesMap { alertEvalTimes = append(alertEvalTimes, k) } sort.Slice(alertEvalTimes, func(i, j int) bool { return alertEvalTimes[i] < alertEvalTimes[j] }) // Current index in alertEvalTimes what we are looking at. curr := 0 for _, g := range groups { for _, r := range g.Rules() { if alertRule, ok := r.(*rules.AlertingRule); ok { // Mark alerting rules as restored, to ensure the ALERTS timeseries is // created when they run. alertRule.SetRestored(true) } } } var errs []error for ts := mint; ts.Before(maxt) || ts.Equal(maxt); ts = ts.Add(evalInterval) { // Collects the alerts asked for unit testing. var evalErrs []error suite.WithSamplesTill(ts, func(err error) { if err != nil { errs = append(errs, err) return } for _, g := range groups { g.Eval(suite.Context(), ts) for _, r := range g.Rules() { if r.LastError() != nil { evalErrs = append(evalErrs, fmt.Errorf(" rule: %s, time: %s, err: %w", r.Name(), ts.Sub(time.Unix(0, 0).UTC()), r.LastError())) } } } }) errs = append(errs, evalErrs...) // Only end testing at this point if errors occurred evaluating above, // rather than any test failures already collected in errs. if len(evalErrs) > 0 { return errs } for { if !(curr < len(alertEvalTimes) && ts.Sub(mint) <= time.Duration(alertEvalTimes[curr]) && time.Duration(alertEvalTimes[curr]) < ts.Add(evalInterval).Sub(mint)) { break } // We need to check alerts for this time. // If 'ts <= `eval_time=alertEvalTimes[curr]` < ts+evalInterval' // then we compare alerts with the Eval at `ts`. t := alertEvalTimes[curr] presentAlerts := alertsInTest[t] got := make(map[string]labelsAndAnnotations) // Same Alert name can be present in multiple groups. // Hence we collect them all to check against expected alerts. for _, g := range groups { grules := g.Rules() for _, r := range grules { ar, ok := r.(*rules.AlertingRule) if !ok { continue } if _, ok := presentAlerts[ar.Name()]; !ok { continue } var alerts labelsAndAnnotations for _, a := range ar.ActiveAlerts() { if a.State == rules.StateFiring { alerts = append(alerts, labelAndAnnotation{ Labels: a.Labels.Copy(), Annotations: a.Annotations.Copy(), }) } } got[ar.Name()] = append(got[ar.Name()], alerts...) } } for _, testcase := range alertTests[t] { // Checking alerts. gotAlerts := got[testcase.Alertname] var expAlerts labelsAndAnnotations for _, a := range testcase.ExpAlerts { // User gives only the labels from alerting rule, which doesn't // include this label (added by Prometheus during Eval). if a.ExpLabels == nil { a.ExpLabels = make(map[string]string) } a.ExpLabels[labels.AlertName] = testcase.Alertname expAlerts = append(expAlerts, labelAndAnnotation{ Labels: labels.FromMap(a.ExpLabels), Annotations: labels.FromMap(a.ExpAnnotations), }) } sort.Sort(gotAlerts) sort.Sort(expAlerts) if !cmp.Equal(expAlerts, gotAlerts, cmp.Comparer(labels.Equal)) { var testName string if tg.TestGroupName != "" { testName = fmt.Sprintf(" name: %s,\n", tg.TestGroupName) } expString := indentLines(expAlerts.String(), " ") gotString := indentLines(gotAlerts.String(), " ") if diffFlag { // If empty, populates an empty value if gotAlerts.Len() == 0 { gotAlerts = append(gotAlerts, labelAndAnnotation{ Labels: labels.Labels{}, Annotations: labels.Labels{}, }) } // If empty, populates an empty value if expAlerts.Len() == 0 { expAlerts = append(expAlerts, labelAndAnnotation{ Labels: labels.Labels{}, Annotations: labels.Labels{}, }) } diffOpts := jsondiff.DefaultConsoleOptions() expAlertsJSON, err := json.Marshal(expAlerts) if err != nil { errs = append(errs, fmt.Errorf("error marshaling expected %s alert: [%s]", tg.TestGroupName, err.Error())) continue } gotAlertsJSON, err := json.Marshal(gotAlerts) if err != nil { errs = append(errs, fmt.Errorf("error marshaling received %s alert: [%s]", tg.TestGroupName, err.Error())) continue } res, diff := jsondiff.Compare(expAlertsJSON, gotAlertsJSON, &diffOpts) if res != jsondiff.FullMatch { errs = append(errs, fmt.Errorf("%s alertname: %s, time: %s, \n diff: %v", testName, testcase.Alertname, testcase.EvalTime.String(), indentLines(diff, " "))) } } else { errs = append(errs, fmt.Errorf("%s alertname: %s, time: %s, \n exp:%v, \n got:%v", testName, testcase.Alertname, testcase.EvalTime.String(), expString, gotString)) } } } curr++ } } // Checking promql expressions. Outer: for _, testCase := range tg.PromqlExprTests { got, err := query(suite.Context(), testCase.Expr, mint.Add(time.Duration(testCase.EvalTime)), suite.QueryEngine(), suite.Queryable()) if err != nil { errs = append(errs, fmt.Errorf(" expr: %q, time: %s, err: %s", testCase.Expr, testCase.EvalTime.String(), err.Error())) continue } var gotSamples []parsedSample for _, s := range got { gotSamples = append(gotSamples, parsedSample{ Labels: s.Metric.Copy(), Value: s.F, Histogram: promqltest.HistogramTestExpression(s.H), }) } var expSamples []parsedSample for _, s := range testCase.ExpSamples { lb, err := parser.ParseMetric(s.Labels) var hist *histogram.FloatHistogram if err == nil && s.Histogram != "" { _, values, parseErr := parser.ParseSeriesDesc("{} " + s.Histogram) switch { case parseErr != nil: err = parseErr case len(values) != 1: err = fmt.Errorf("expected 1 value, got %d", len(values)) case values[0].Histogram == nil: err = fmt.Errorf("expected histogram, got %v", values[0]) default: hist = values[0].Histogram } } if err != nil { err = fmt.Errorf("labels %q: %w", s.Labels, err) errs = append(errs, fmt.Errorf(" expr: %q, time: %s, err: %w", testCase.Expr, testCase.EvalTime.String(), err)) continue Outer } expSamples = append(expSamples, parsedSample{ Labels: lb, Value: s.Value, Histogram: promqltest.HistogramTestExpression(hist), }) } sort.Slice(expSamples, func(i, j int) bool { return labels.Compare(expSamples[i].Labels, expSamples[j].Labels) <= 0 }) sort.Slice(gotSamples, func(i, j int) bool { return labels.Compare(gotSamples[i].Labels, gotSamples[j].Labels) <= 0 }) if !cmp.Equal(expSamples, gotSamples, cmp.Comparer(labels.Equal)) { errs = append(errs, fmt.Errorf(" expr: %q, time: %s,\n exp: %v\n got: %v", testCase.Expr, testCase.EvalTime.String(), parsedSamplesString(expSamples), parsedSamplesString(gotSamples))) } } if len(errs) > 0 { return errs } return nil } // seriesLoadingString returns the input series in PromQL notation. func (tg *testGroup) seriesLoadingString() string { result := fmt.Sprintf("load %v\n", shortDuration(tg.Interval)) for _, is := range tg.InputSeries { result += fmt.Sprintf(" %v %v\n", is.Series, is.Values) } return result } func shortDuration(d model.Duration) string { s := d.String() if strings.HasSuffix(s, "m0s") { s = s[:len(s)-2] } if strings.HasSuffix(s, "h0m") { s = s[:len(s)-2] } return s } // orderedGroups returns a slice of `*rules.Group` from `groupsMap` which follows the order // mentioned by `groupOrderMap`. NOTE: This is partial ordering. func orderedGroups(groupsMap map[string]*rules.Group, groupOrderMap map[string]int) []*rules.Group { groups := make([]*rules.Group, 0, len(groupsMap)) for _, g := range groupsMap { groups = append(groups, g) } sort.Slice(groups, func(i, j int) bool { return groupOrderMap[groups[i].Name()] < groupOrderMap[groups[j].Name()] }) return groups } // maxEvalTime returns the max eval time among all alert and promql unit tests. func (tg *testGroup) maxEvalTime() time.Duration { var maxd model.Duration for _, alert := range tg.AlertRuleTests { if alert.EvalTime > maxd { maxd = alert.EvalTime } } for _, pet := range tg.PromqlExprTests { if pet.EvalTime > maxd { maxd = pet.EvalTime } } return time.Duration(maxd) } func query(ctx context.Context, qs string, t time.Time, engine *promql.Engine, qu storage.Queryable) (promql.Vector, error) { q, err := engine.NewInstantQuery(ctx, qu, nil, qs, t) if err != nil { return nil, err } res := q.Exec(ctx) if res.Err != nil { return nil, res.Err } switch v := res.Value.(type) { case promql.Vector: return v, nil case promql.Scalar: return promql.Vector{promql.Sample{ T: v.T, F: v.V, Metric: labels.Labels{}, }}, nil default: return nil, errors.New("rule result is not a vector or scalar") } } // indentLines prefixes each line in the supplied string with the given "indent" // string. func indentLines(lines, indent string) string { sb := strings.Builder{} n := strings.Split(lines, "\n") for i, l := range n { if i > 0 { sb.WriteString(indent) } sb.WriteString(l) if i != len(n)-1 { sb.WriteRune('\n') } } return sb.String() } type labelsAndAnnotations []labelAndAnnotation func (la labelsAndAnnotations) Len() int { return len(la) } func (la labelsAndAnnotations) Swap(i, j int) { la[i], la[j] = la[j], la[i] } func (la labelsAndAnnotations) Less(i, j int) bool { diff := labels.Compare(la[i].Labels, la[j].Labels) if diff != 0 { return diff < 0 } return labels.Compare(la[i].Annotations, la[j].Annotations) < 0 } func (la labelsAndAnnotations) String() string { if len(la) == 0 { return "[]" } s := "[\n0:" + indentLines("\n"+la[0].String(), " ") for i, l := range la[1:] { s += ",\n" + strconv.Itoa(i+1) + ":" + indentLines("\n"+l.String(), " ") } s += "\n]" return s } type labelAndAnnotation struct { Labels labels.Labels Annotations labels.Labels } func (la *labelAndAnnotation) String() string { return "Labels:" + la.Labels.String() + "\nAnnotations:" + la.Annotations.String() } type series struct { Series string `yaml:"series"` Values string `yaml:"values"` } type alertTestCase struct { EvalTime model.Duration `yaml:"eval_time"` Alertname string `yaml:"alertname"` ExpAlerts []alert `yaml:"exp_alerts"` } type alert struct { ExpLabels map[string]string `yaml:"exp_labels"` ExpAnnotations map[string]string `yaml:"exp_annotations"` } type promqlTestCase struct { Expr string `yaml:"expr"` EvalTime model.Duration `yaml:"eval_time"` ExpSamples []sample `yaml:"exp_samples"` } type sample struct { Labels string `yaml:"labels"` Value float64 `yaml:"value"` Histogram string `yaml:"histogram"` // A non-empty string means Value is ignored. } // parsedSample is a sample with parsed Labels. type parsedSample struct { Labels labels.Labels Value float64 Histogram string // TestExpression() of histogram.FloatHistogram } func parsedSamplesString(pss []parsedSample) string { if len(pss) == 0 { return "nil" } s := pss[0].String() for _, ps := range pss[1:] { s += ", " + ps.String() } return s } func (ps *parsedSample) String() string { if ps.Histogram != "" { return ps.Labels.String() + " " + ps.Histogram } return ps.Labels.String() + " " + strconv.FormatFloat(ps.Value, 'E', -1, 64) }